{ "schemaVersion": "deck-intelligence.v1", "id": "019f6b8f-1cbd-757b-94a7-b6ded1b35925", "slug": "jarvis-googles-ideological-echo-chamber", "title": "Googles Ideological Echo Chamber", "subtitle": "googles-ideological-echo-chamber", "author": "googles-ideological-echo-chamber", "pageCount": 10, "kind": "deck", "document": { "id": "019f6b8f-1cbd-757b-94a7-b6ded1b35925", "slug": "jarvis-googles-ideological-echo-chamber", "title": "Googles Ideological Echo Chamber", "rawTitle": "Googles Ideological Echo Chamber", "authorId": "googles-ideological-echo-chamber", "authorName": null, "authorDisplay": "googles-ideological-echo-chamber", "kind": { "slug": "deck", "label": "Deck" }, "sourceType": { "slug": "investor_relations", "label": "Investor relations" }, "fileName": "jarvis-googles-ideological-echo-chamber.pdf", "sourceUrl": "file://Jarvis_Resources/Googles-Ideological-Echo-Chamber.pdf", "sourceDate": null, "presentationDate": null, "ingestedAt": "2026-07-16 15:32:49.038255+00", "status": "ready", "pageCount": 10, "orientation": null, "aspectRatio": null, "targetCompany": null, "targetTicker": null, "metadata": { "corpus": "jarvis", "industry": null, "local_root": "/Users/miguelsuredasuau/Desktop/jarvis-staging/decks/jarvis-googles-ideological-echo-chamber", "image_width": 1995, "image_format": "jpg", "deck_type_raw": "other", "deck_type_slug": null, "source_url_pattern": null } }, "coverage": { "pageCount": 10, "pagesIndexed": 10, "pagesWithImages": 10, "pagesWithMetadata": 10, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 52, "chartCount": 1, "metricSlides": 0, "toolMatches": 6, "documentToolMatches": 0, "frameworkMatches": 3, "arcMatches": 1, "beatMatches": 3, "loopMatches": 1, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": false, "reviewAvailable": false, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "evidence": "The deck follows a clear problem-agitate-solution structure", "isPrimary": true, "confidence": 0.8, "extraction": { "at": "2026-07-16 23:19:41.965612+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 3, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 2, "name": "Problem", "beatId": "413b28cb-9a75-4192-bc0a-918dc6ca1f42", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Problem (Identify pain)", "slug": "problem-agitate-solution-problem-identify-pain", "status": "active", "canonId": "019dd9b8-0e78-74bb-b8f6-54348367a131", "version": 1, "description": null }, "evidence": "The deck identifies the problem of Google's ideological echo chamber", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 7, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 6, "name": "Agitate", "beatId": "ded0c26e-8b5b-4672-aed9-d8c8e598b914", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Agitate (Make it worse)", "slug": "problem-agitate-solution-agitate-make-it-worse", "status": "active", "canonId": "019dd9b8-0f5a-71dd-bae7-8fadb0d09456", "version": 1, "description": null }, "evidence": "The deck agitates the problem by discussing its harm", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 9, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 8, "name": "Solution", "beatId": "e3d3fd6d-43ad-493a-b251-c977f6c08900", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The deck provides suggestions for improvement", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 7, "from": 6, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null, "categoryName": "Urgency", "categorySlug": "urgency" }, "matchId": "a8d59a02-9ee3-4a03-ac43-4d1737b68cf1", "evidence": "The deck discusses the harm of Google's biases", "position": 0, "objective": "The cost of inaction", "confidence": 0.7, "extraction": { "at": "2026-07-16 23:19:42.14425+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "861d4a5f-ed39-4397-ae5d-24b26104e043", "evidence": "type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:15:17.693665+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3cf17df2-08e1-4fd0-a72a-d62adc251d30", "evidence": "table/data: Left Biases / Right Biases", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:15:17.779864+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Anchoring Bias", "slug": "anchoring-bias", "status": "active", "bestFor": null, "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c", "version": 1, "bodyDocId": null, "description": "First piece of information becomes reference point for all subsequent judgments", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect", "Storyteller" ], "matchId": "8154223f-b88b-464f-a512-406006913022", "evidence": "humans are generally biased towards protecting females", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:15:14.086261+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Confirmation Bias", "slug": "confirmation-bias", "status": "active", "bestFor": null, "canonId": "019dd956-89be-70ae-a53f-5665225fc748", "version": 1, "bodyDocId": null, "description": "People look for evidence confirming their beliefs - acknowledge existing views first", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "eb494db8-d6a5-4fdb-830f-71923b607490", "evidence": "We all have biases and use motivated reasoning to dismiss ideas that run counter to our internal values.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:15:14.046789+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Authority Bias", "slug": "authority-bias", "status": "active", "bestFor": null, "canonId": "019dd956-c38d-70b9-a284-b2b479763356", "version": 1, "bodyDocId": null, "description": "Expert opinions are weighted more heavily - cite credible sources", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Architect", "Storyteller" ], "matchId": "2d77ecf5-c706-43ca-ad74-e89996e450c3", "evidence": "senior leadership that what we're doing is both the morally and", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:15:14.159919+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "0f430305-cc0f-4479-96eb-f01ed7161b72", "evidence": "De-moralize diversity. Stop alienating conservatives. Confront Google's biases. Stop restricting programs and classes to certain genders or races.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:15:14.238752+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "da672576-3891-4b4a-acb6-f7be004dd60a", "evidence": "The top table presents a 2x2-style comparison of organizational stances.", "framework": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "frameworkName": "matrix-2x2" }, { "matchId": "aa9fb234-333d-429f-bc22-6d8a8c66f288", "evidence": "Explicitly mentioned in the text regarding scrutiny of diversity vs non-diversity hiring.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "confirmation-bias" }, { "matchId": "ba72f471-f247-49e2-a377-56c9f8c40a52", "evidence": "Explicitly mentions 'enormous confirmation bias' and 'motivated reasoning'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "frameworkName": "confirmation-bias" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": null, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "title": "This is the famous 'Google Memo' document cover page.", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/ylLf78MPX9r-HXRwTe1u564Cyn8AfFLX-WarTmL_1yE/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtZ29vZ2xlcy1pZGVvbG9naWNhbC1lY2hvLWNoYW1iZXIvcDAwMS5qcGc", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 5, "textChars": 1309, "nDataPoints": 0, "notes": "This is the famous 'Google Memo' document cover page.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:50.121+00", "seconds": 3.353, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/1", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-1", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.22, "w": 0.78, "x": 0.11, "y": 0.29 }, "kind": "list", "text": "Reply to public response and misrepresentation 1\nTL;DR 2\nBackground 2\nGoogle's biases 2\nPossible non bias causes of the gender gap in tech 3\nPersonality differences 4\nMen's higher drive for status 5\nNon discriminatory ways to reduce the gender gap 5\nThe harm of Google's biases 6\nWhy we're blind 7\nSuggestions 8", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.121+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1cdb489-3596-4f45-8602-1c4271cb79e1", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.78, "x": 0.11, "y": 0.56 }, "kind": "paragraph", "text": "I value diversity and inclusion, am not denying that sexism exists, and don't endorse using stereotypes. When addressing the gap in representation in the population, we need to look at population level differences in distributions. If we can't have an honest discussion about this, then we can never truly solve the problem.\nPsychological safety is built on mutual respect and acceptance, but unfortunately our culture of shaming and misrepresentation is disrespectful and unaccepting of anyone outside its echo chamber.\nDespite what the public response seems to have been, I've gotten many†personal messages from fellow Googlers expressing their gratitude for bringing up these very important issues which they agree with but would never have the courage to say or defend because of our shaming culture and the possibility of being fired. This needs to change.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.121+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d769c01d-b0c0-4e16-8c6b-996225cc5ed1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.64, "x": 0.18, "y": 0.14 }, "kind": "subtitle", "text": "How bias clouds our thinking about diversity and inclusion", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.121+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f9d6091d-d8ea-48c2-9114-950aaaadd591", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.76, "x": 0.12, "y": 0.09 }, "kind": "title", "text": "Google's Ideological Echo Chamber", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.121+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "180addff-f535-4415-a6b1-cafc33456666", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.78, "x": 0.11, "y": 0.53 }, "kind": "title", "text": "Reply to public response and misrepresentation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.121+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55b0b6c7-6c77-4835-96db-3b6a54f6e144", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/N-NfpF1GJGWLiSLcFg4Cp9h0RryXI8OhKpAB7cskcg4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtZ29vZ2xlcy1pZGVvbG9naWNhbC1lY2hvLWNoYW1iZXIvcDAwMS5qcGc", "imagePathAlt": "https://imgproxy.kitesheet.com/DN5O0VOUva_F_g_Ku3eMPpxb3MYETD3LNmOSdllFZXA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtZ29vZ2xlcy1pZGVvbG9naWNhbC1lY2hvLWNoYW1iZXIvcDAwMS5wbmc", "thumbSrcAlt": "https://imgproxy.kitesheet.com/1KZjO1dO3TTyrq7RN3YJIAmJX2MTRPeCVV3P3L_3N6c/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtZ29vZ2xlcy1pZGVvbG9naWNhbC1lY2hvLWNoYW1iZXIvcDAwMS5wbmc" }, { "page": 2, "type": "tension", "title": "This is the first page of the infamous 'Google's Ideological Echo Chamber' memo by James Damore.", "function": "frame_problem", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 82, "componentCount": 8, "textChars": 1032, "nDataPoints": 0, "notes": "This is the first page of the infamous 'Google's Ideological Echo Chamber' memo by James Damore.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.5-flash", "runId": null, "at": "2026-07-16 20:02:43.898+00", "seconds": 5.349, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/2", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-2", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.085, "w": 0.759, "x": 0.117, "y": 0.805 }, "kind": "disclaimer", "text": "₁ This document is mostly written from the perspective of Google's Mountain View campus...\n₂ Of course, I may be biased and only see evidence that supports my viewpoint...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "disclaimer", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4772a8ea-7d7f-471e-9b59-1ef4a732357c", "parentComponentId": null }, { "bbox": { "h": 0.21, "w": 0.728, "x": 0.148, "y": 0.131 }, "kind": "list", "text": "Google's political bias has equated the freedom from offense with psychological safety, but shaming into silence is the antithesis of psychological safety.\nThis silencing has created an ideological echo chamber...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bedd621b-c8e5-4495-8c20-3a78a5242252", "parentComponentId": null }, { "bbox": { "h": 0.095, "w": 0.759, "x": 0.117, "y": 0.4 }, "kind": "paragraph", "text": "People generally have good intentions, but we all have biases which are invisible to us. Thankfully, open and honest discussion with those who disagree can highlight our blind spots...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "description", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "381f7952-f64a-442e-8e9e-714558114e68", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.759, "x": 0.117, "y": 0.555 }, "kind": "paragraph", "text": "At Google, we talk so much about unconscious bias as it applies to race and gender, but we rarely discuss our moral biases. Political orientation is actually a result of deep moral preferences and thus biases.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "description", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d17b9573-5650-409f-84ce-22be71112ecd", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.656, "x": 0.122, "y": 0.64 }, "kind": "table", "text": "Left Biases / Right Biases\nCompassion for the weak / Respect for the strong/authority\nDisparities are due to injustices / Disparities are natural and just\nHumans are inherently cooperative / Humans are inherently competitive", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "680a924f-2bf6-475b-a8a1-df79da6a1a4d", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.115, "x": 0.117, "y": 0.095 }, "kind": "title", "text": "TL;DR", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "35e7aac9-a11a-4e9a-9c0d-1af6669c749c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.24, "x": 0.117, "y": 0.52 }, "kind": "title", "text": "Google's biases", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ec17969-d25f-45c9-948d-7a0525d29c0e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.21, "x": 0.117, "y": 0.365 }, "kind": "title", "text": "Background₁", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 20:02:43.898+00", "model": "google/gemini-3.5-flash", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7335767-d9e5-4a1e-abf1-bd1dbce5f44d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "861d4a5f-ed39-4397-ae5d-24b26104e043", "evidence": "type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:15:17.693665+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 3, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 2, "name": "Problem", "beatId": "413b28cb-9a75-4192-bc0a-918dc6ca1f42", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Problem (Identify pain)", "slug": "problem-agitate-solution-problem-identify-pain", "status": "active", "canonId": "019dd9b8-0e78-74bb-b8f6-54348367a131", "version": 1, "description": null }, "evidence": "The deck identifies the problem of Google's ideological echo chamber", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 3, "type": "setup", "title": "This is a page from the 'Google's Ideological Echo Chamber' memo. It uses a simple 2-column comparison table to frame organizational philosophy.", "function": "frame_problem", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 8, "textChars": 1488, "nDataPoints": 0, "notes": "This is a page from the 'Google's Ideological Echo Chamber' memo. It uses a simple 2-column comparison table to frame organizational philosophy.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:51.518+00", "seconds": 4.405, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/3", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-3", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.76, "x": 0.12, "y": 0.6 }, "kind": "list", "text": "They're universal across human cultures; They often have clear biological causes and links to prenatal testosterone; Biological males that were castrated at birth and raised as females often still identify and act like males; The underlying traits are highly heritable; They're exactly what we would predict from an evolutionary psychology perspective", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e1c2988-7c52-49c7-a081-d293f0a9d5cf", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.76, "x": 0.12, "y": 0.32 }, "kind": "paragraph", "text": "Only facts and reason can shed light on these biases, but when it comes to diversity and inclusion, Google's left bias has created a politically correct monoculture...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "24adeef2-59ab-467e-97bb-526a3db4372e", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.76, "x": 0.12, "y": 0.2 }, "kind": "paragraph", "text": "Neither side is 100% correct and both viewpoints are necessary for a functioning society or, in this case, company. A company too far to the right may be slow to react... A company too far to the left will constantly be changing...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51ab4b16-5e7f-4421-a5fc-0f3dfcb94aa7", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.76, "x": 0.12, "y": 0.73 }, "kind": "paragraph", "text": "Note, I'm not saying that all men differ from all women in the following ways or that these differences are 'just.' I'm simply stating that the distribution of preferences and abilities of men and women differ in part due to biological causes...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "67659e80-5e31-4828-b49e-2543d16e2f42", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.76, "x": 0.12, "y": 0.49 }, "kind": "paragraph", "text": "At Google, we're regularly told that implicit (unconscious) and explicit biases are holding women back in tech and leadership. Of course, men and women experience bias, tech, and the workplace differently and we should be cognizant of this, but it's far from the whole story.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f48901ec-734f-426c-a39a-b8eb0fc08f9c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.76, "x": 0.12, "y": 0.87 }, "kind": "source-note", "text": "3 Throughout the document, by 'tech', I mostly mean software engineering.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9e1f0ed7-a0a6-456b-a1f0-72a0ec8138bd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.76, "x": 0.12, "y": 0.11 }, "kind": "table", "text": "Change is good (unstable) vs Change is dangerous (stable); Open vs Closed; Idealist vs Pragmatic", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": null, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63c64641-f8a8-4ff8-a9a7-0319751ef95a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.76, "x": 0.12, "y": 0.46 }, "kind": "title", "text": "Possible non-bias causes of the gender gap in tech", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e1e74ef-95bc-44ef-b013-cb0f5a16087c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3cf17df2-08e1-4fd0-a72a-d62adc251d30", "evidence": "table/data: Left Biases / Right Biases", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:15:17.779864+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "da672576-3891-4b4a-acb6-f7be004dd60a", "evidence": "The top table presents a 2x2-style comparison of organizational stances.", "framework": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 19:24:51.518+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "frameworkName": "matrix-2x2" } ], "arcBeats": [ { "to": 3, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 2, "name": "Problem", "beatId": "413b28cb-9a75-4192-bc0a-918dc6ca1f42", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Problem (Identify pain)", "slug": "problem-agitate-solution-problem-identify-pain", "status": "active", "canonId": "019dd9b8-0e78-74bb-b8f6-54348367a131", "version": 1, "description": null }, "evidence": "The deck identifies the problem of Google's ideological echo chamber", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 4, "type": "appendix", "title": "The slide uses a bell curve visualization to argue against essentialism while discussing average differences in personality traits like openness, extraversion, ", "function": "establish_context", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "sparse", "densityScore": 24, "componentCount": 3, "textChars": 208, "nDataPoints": 0, "notes": "The slide uses a bell curve visualization to argue against essentialism while discussing average differences in personality traits like openness, extraversion, and neuroticism.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:49.56+00", "seconds": 2.275, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/4", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-4", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.335, "w": 0.558, "x": 0.138, "y": 0.115 }, "kind": "chart", "text": "Bell curve distribution showing overlap between two populations", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:49.56+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecbc88d3-992a-435c-a879-5dc0c3ee3ed6", "parentComponentId": null }, { "bbox": { "h": 0.385, "w": 0.772, "x": 0.116, "y": 0.543 }, "kind": "list", "text": "Openness directed towards feelings and aesthetics; Extraversion expressed as gregariousness; Neuroticism (higher anxiety).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:49.56+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff0e7da1-9fef-4563-82e7-cc6377516828", "parentComponentId": null }, { "bbox": { "h": 0.025, "w": 0.278, "x": 0.116, "y": 0.475 }, "kind": "title", "text": "Personality differences", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:49.56+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b49567c8-b9ed-4a4a-8220-d7a40a3224cf", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 5, "type": "setup", "title": "This appears to be a page from the 'Google's Ideological Echo Chamber' memo.", "function": "present_solution", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 6, "textChars": 839, "nDataPoints": 1, "notes": "This appears to be a page from the 'Google's Ideological Echo Chamber' memo.", "elementsJson": null, "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:50.241+00", "seconds": 2.946, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/5", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-5", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.8, "x": 0.1, "y": 0.57 }, "kind": "list", "text": "Women on average show a higher interest in people and men in things. Women on average are more cooperative. Women on average are more prone to anxiety.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ee7913cd-f5df-46f4-a415-733443935cde", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.8, "x": 0.1, "y": 0.89 }, "kind": "other", "text": "4 For heterosexual romantic relationships, men are more strongly judged by status and women by beauty. Again, this has biological origins and is culturally universal.", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc472a27-665b-4472-90dd-66cc58dc927a", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.8, "x": 0.1, "y": 0.27 }, "kind": "paragraph", "text": "We always ask why we don't see women in top leadership positions, but we never ask why we see so many men in these jobs. These positions often require long, stressful hours that may not be worth it if you want a balanced and fulfilling life.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b94f624-e301-4fba-b5d5-26bd79fc5c05", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.1, "y": 0.09 }, "kind": "paragraph", "text": "Note that contrary to what a social constructionist would argue, research suggests that \"greater nation-level gender equality leads to psychological dissimilarity in men’s and women’s personality traits.\"", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5d92a095-eaf4-4c43-8789-e1134d7c0b41", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.1, "y": 0.23 }, "kind": "title", "text": "Men’s higher drive for status", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "149577ef-9148-47f4-91bc-73783d65bb49", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.1, "y": 0.46 }, "kind": "title", "text": "Non-discriminatory ways to reduce the gender gap", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9839e1f-3003-494f-92f3-d5111e58406b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 6, "type": "setup", "title": "This slide appears to be from the 'Google Memo' (Damore).", "function": "frame_problem", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 6, "textChars": 855, "nDataPoints": 0, "notes": "This slide appears to be from the 'Google Memo' (Damore).", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:51.469+00", "seconds": 3.574, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/6", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-6", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.7, "x": 0.15, "y": 0.08 }, "kind": "list", "text": "Make tech and leadership less stressful. Women on average look for more work-life balance. The male gender role is currently inflexible.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b40e1c0-f5a7-4a77-adb2-5f0324dc7f89", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.15, "y": 0.68 }, "kind": "list", "text": "Programs/mentoring for certain groups; High priority queue for diversity candidates; Lowering the bar; Confirmation bias in scrutiny; Org level OKRs incentivizing discrimination.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf78941b-683c-4ec8-bc48-a08fe90a7a35", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.15, "y": 0.85 }, "kind": "other", "text": "5 Stretch, BOLD, CSSI, Engineering Practicum... 6 Instead set Googlegeist OKRs...", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "72c25ebd-f57a-4d22-9476-0a2b49249866", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.15, "y": 0.6 }, "kind": "paragraph", "text": "I strongly believe in gender and racial diversity, and I think we should strive for more. However, to achieve a more equal gender and race representation, Google has created several discriminatory practices:", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "011a0dad-5f94-447b-8adb-680024703a0d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.15, "y": 0.38 }, "kind": "paragraph", "text": "Philosophically, I don't think we should do arbitrary social engineering of tech just to make it appealing to equal portions of both men and women. For each of these changes, we need principled reasons for why it helps Google.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "efd433f3-18c7-460a-8058-e12226644197", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.15, "y": 0.55 }, "kind": "title", "text": "The harm of Google’s biases", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "043f7ec2-c240-4d65-b00a-d512d71c551b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "aa9fb234-333d-429f-bc22-6d8a8c66f288", "evidence": "Explicitly mentioned in the text regarding scrutiny of diversity vs non-diversity hiring.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:24:51.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "confirmation-bias" } ], "arcBeats": [ { "to": 7, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 6, "name": "Agitate", "beatId": "ded0c26e-8b5b-4672-aed9-d8c8e598b914", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Agitate (Make it worse)", "slug": "problem-agitate-solution-agitate-make-it-worse", "status": "active", "canonId": "019dd9b8-0f5a-71dd-bae7-8fadb0d09456", "version": 1, "description": null }, "evidence": "The deck agitates the problem by discussing its harm", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 7, "from": 6, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "a8d59a02-9ee3-4a03-ac43-4d1737b68cf1", "evidence": "The deck discusses the harm of Google's biases", "position": 0, "objective": "The cost of inaction", "confidence": 0.7, "extraction": { "at": "2026-07-16 23:19:42.14425+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 7, "type": "setup", "title": "This slide appears to be from the 'Google's Ideological Echo Chamber' memo (Damore).", "function": "frame_problem", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 5, "textChars": 2115, "nDataPoints": 1, "notes": "This slide appears to be from the 'Google's Ideological Echo Chamber' memo (Damore).", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:52.119+00", "seconds": 4.131, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/7", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-7", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.78, "x": 0.11, "y": 0.63 }, "kind": "other", "text": "7 Communism promised to be both morally and economically superior to capitalism... 8 Ironically, IQ tests were initially championed by the Left... 9 Yes, in a national aggregate, women have lower salaries... 10 The traditionalist system of gender...", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9e4e1cf-6d82-4ede-8bed-106678b83836", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.78, "x": 0.11, "y": 0.42 }, "kind": "paragraph", "text": "In addition to the Left's affinity for those it sees as weak, humans are generally biased towards protecting females. As mentioned before, this likely evolved because males are biologically disposable and because women are generally more cooperative and agreeable than men. We have extensive government and Google programs, fields of study, and legal and social norms to protect women, but when a man complains about a gender issue issue affecting men, he's labelled as a misogynist and a whiner. Nearly every difference between men and women is interpreted as a form of women's oppression. As with many things in life, gender differences are often a case of “grass being greener on the other side”; unfortunately, taxpayer and Google money is being spent to water only one side of the lawn.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6d7be9c-94c1-44bb-8d50-9682fc1cc22b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.78, "x": 0.11, "y": 0.09 }, "kind": "paragraph", "text": "These practices are based on false assumptions generated by our biases and can actually increase race and gender tensions. We're told by senior leadership that what we're doing is both the morally and economically correct thing to do, but without evidence this is just veiled left ideology that can irreparably harm Google.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfa68811-9a98-4478-9a7b-10a15d1775e0", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.78, "x": 0.11, "y": 0.23 }, "kind": "paragraph", "text": "We all have biases and use motivated reasoning to dismiss ideas that run counter to our internal values. Just as some on the Right deny science that runs counter to the “God > humans > environment” hierarchy (e.g., evolution and climate change), the Left tends to deny science concerning biological differences between people (e.g., IQs and sex differences). Thankfully, the overwhelming majority of humanities and social sciences lean left (about 95%), which creates enormous confirmation bias, changes what’s being studied, and maintains myths like social constructionism and the gender wage gap. Google's left leaning makes us blind to this bias and uncritical of its results, which we're using to justify highly politicized programs.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e40716c1-9265-49e6-af08-c73ea6598cfd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.11, "y": 0.19 }, "kind": "title", "text": "Why we're blind", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27e89f44-a849-4c7e-adfe-fbdfc7f16864", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Anchoring Bias", "slug": "anchoring-bias", "status": "active", "bestFor": null, "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c", "version": 1, "bodyDocId": null, "description": "First piece of information becomes reference point for all subsequent judgments", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect", "Storyteller" ], "matchId": "8154223f-b88b-464f-a512-406006913022", "evidence": "humans are generally biased towards protecting females", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:15:14.086261+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Confirmation Bias", "slug": "confirmation-bias", "status": "active", "bestFor": null, "canonId": "019dd956-89be-70ae-a53f-5665225fc748", "version": 1, "bodyDocId": null, "description": "People look for evidence confirming their beliefs - acknowledge existing views first", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "eb494db8-d6a5-4fdb-830f-71923b607490", "evidence": "We all have biases and use motivated reasoning to dismiss ideas that run counter to our internal values.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:15:14.046789+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "ba72f471-f247-49e2-a377-56c9f8c40a52", "evidence": "Explicitly mentions 'enormous confirmation bias' and 'motivated reasoning'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:24:52.119+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "frameworkName": "confirmation-bias" } ], "arcBeats": [ { "to": 7, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 6, "name": "Agitate", "beatId": "ded0c26e-8b5b-4672-aed9-d8c8e598b914", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Agitate (Make it worse)", "slug": "problem-agitate-solution-agitate-make-it-worse", "status": "active", "canonId": "019dd9b8-0f5a-71dd-bae7-8fadb0d09456", "version": 1, "description": null }, "evidence": "The deck agitates the problem by discussing its harm", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 7, "from": 6, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "a8d59a02-9ee3-4a03-ac43-4d1737b68cf1", "evidence": "The deck discusses the harm of Google's biases", "position": 0, "objective": "The cost of inaction", "confidence": 0.7, "extraction": { "at": "2026-07-16 23:19:42.14425+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 8, "type": "setup", "title": "This is a page from the 'Google's Ideological Echo Chamber' memo.", "function": "present_solution", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "dense", "densityScore": 52, "componentCount": 4, "textChars": 677, "nDataPoints": 0, "notes": "This is a page from the 'Google's Ideological Echo Chamber' memo.", "elementsJson": null, "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:50.811+00", "seconds": 2.727, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/8", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-8", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.78, "x": 0.11, "y": 0.36 }, "kind": "list", "text": "De-moralize diversity. Stop alienating conservatives. Confront Google's biases. Stop restricting programs and classes to certain genders or races.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.811+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c468bc2-4da5-4c04-871d-596eb9a6ed5f", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.78, "x": 0.11, "y": 0.88 }, "kind": "other", "text": "11 Political correctness is defined as “the avoidance of forms of expression or action that are perceived to exclude, marginalize, or insult groups of people who are socially disadvantaged or discriminated against,” which makes it clear why it’s a phenomenon of the Left and a tool of authoritarians.", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.811+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc2b1a1a-03c4-4fe2-98ab-b896999f2dc2", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.78, "x": 0.11, "y": 0.09 }, "kind": "paragraph", "text": "This same compassion for those seen as weak creates political correctness11, which constrains discourse and is complacent to the extremely sensitive PC-authoritarians that use violence and shaming to advance their cause.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.811+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90dc3b65-b710-433f-8349-9ca97c49ec58", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.29, "x": 0.11, "y": 0.21 }, "kind": "title", "text": "Suggestions", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.811+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41bdb03f-3652-4529-8bb5-b7eb029a50c7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Authority Bias", "slug": "authority-bias", "status": "active", "bestFor": null, "canonId": "019dd956-c38d-70b9-a284-b2b479763356", "version": 1, "bodyDocId": null, "description": "Expert opinions are weighted more heavily - cite credible sources", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Architect", "Storyteller" ], "matchId": "2d77ecf5-c706-43ca-ad74-e89996e450c3", "evidence": "senior leadership that what we're doing is both the morally and", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:15:14.159919+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 9, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 8, "name": "Solution", "beatId": "e3d3fd6d-43ad-493a-b251-c977f6c08900", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The deck provides suggestions for improvement", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 9, "type": "setup", "title": "This appears to be a slide from the 'Google's Ideological Echo Chamber' memo.", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 6, "textChars": 1227, "nDataPoints": 0, "notes": "This appears to be a slide from the 'Google's Ideological Echo Chamber' memo.", "elementsJson": null, "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:51.599+00", "seconds": 3.346, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/9", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-9", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.72, "x": 0.14, "y": 0.51 }, "kind": "list", "text": "De-emphasize empathy. I've heard several calls for increased empathy on diversity issues. While I strongly support trying to understand how and why people think the way they do, relying on affective empathy—feeling another's pain—causes us to focus on anecdotes...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.599+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a97bad2-8f12-4b9d-ab0e-515c1d96114d", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.72, "x": 0.14, "y": 0.84 }, "kind": "list", "text": "Be open about the science of human nature. Once we acknowledge that not all differences are socially constructed or due to discrimination, we open our eyes to a more accurate view of the human condition...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.599+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4cac7968-94e1-40ff-b3ff-c8edf412e9d2", "parentComponentId": null }, { "bbox": { "h": 0.13, "w": 0.72, "x": 0.14, "y": 0.37 }, "kind": "list", "text": "Focus on psychological safety, not just race/gender diversity. We should focus on psychological safety, which has shown positive effects and should (hopefully) not lead to unfair discrimination.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.599+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5dff40f6-0029-4f74-bb2d-6a6ac791e680", "parentComponentId": null }, { "bbox": { "h": 0.26, "w": 0.72, "x": 0.14, "y": 0.11 }, "kind": "list", "text": "Have an open and honest discussion about the costs and benefits of our diversity programs. Discriminating just to increase the representation of women in tech is as misguided and biased as mandating increases for women's representation in the homeless...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.599+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7388c379-880e-4d40-8d0c-0d6c40ad5e8a", "parentComponentId": null }, { "bbox": { "h": 0.16, "w": 0.72, "x": 0.14, "y": 0.67 }, "kind": "list", "text": "Prioritize intention. Our focus on microaggressions and other unintentional transgressions increases our sensitivity, which is not universally positive: sensitivity increases both our tendency to take offence and our self censorship...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.599+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97e8cfcb-152a-41dc-8f0c-98b3296f4af7", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.72, "x": 0.14, "y": 0.91 }, "kind": "list", "text": "Reconsider making Unconscious Bias training mandatory for promo committees.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:51.599+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f3d00bf2-1a47-4b68-843d-971f5150841a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "0f430305-cc0f-4479-96eb-f01ed7161b72", "evidence": "De-moralize diversity. Stop alienating conservatives. Confront Google's biases. Stop restricting programs and classes to certain genders or races.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:15:14.238752+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 9, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 8, "name": "Solution", "beatId": "e3d3fd6d-43ad-493a-b251-c977f6c08900", "matchId": "0f900b9b-1d1b-4800-b124-82702b90c142", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The deck provides suggestions for improvement", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 10, "type": "resolution", "title": "The slide presents a critical review of training material (v2.3).", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 1, "textChars": 634, "nDataPoints": 0, "notes": "The slide presents a critical review of training material (v2.3).", "elementsJson": null, "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:24:50.404+00", "seconds": 2.136, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8f-1cbd-757b-94a7-b6ded1b35925/10", "deck": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925", "deckAnchor": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925#slide-10", "deckJson": "/decks/019f6b8f-1cbd-757b-94a7-b6ded1b35925.json" }, "components": [ { "bbox": { "h": 0.28, "w": 0.59, "x": 0.205, "y": 0.093 }, "kind": "list", "text": "We haven't been able to measure any effect of our Unconscious Bias training and it has the potential for overcorrecting or backlash, especially if made mandatory.\nSome of the suggested methods of the current training (v2.3) are likely useful, but the political bias of the presentation is clear from the factual inaccuracies and the examples shown.\nSpend more time on the many other types of biases besides stereotypes. Stereotypes are much more accurate and responsive to new information than the training suggests (I'm not advocating for using stereotypes, I just pointing out the factual inaccuracy of what's said in the training).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:24:50.404+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d3e08c27-0ca4-40ab-835c-e758591ab078", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true } ], "arcBeats": [ { "from": 2, "to": 3, "label": "Problem", "description": "The deck identifies the problem of Google's ideological echo chamber" }, { "from": 6, "to": 7, "label": "Agitate", "description": "The deck agitates the problem by discussing its harm" }, { "from": 8, "to": 9, "label": "Solution", "description": "The deck provides suggestions for improvement" } ], "loops": [ { "from": 6, "to": 7, "label": "Cost Of Inaction", "description": "The cost of inaction" } ] }