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53, "frameworkName": "fraud-exposure" }, { "matchId": "754cdbc2-1301-4ecc-bd54-bd4afd3724bb", "evidence": "The slide systematically lists red flags and suspicious behaviors to build a case for fraud.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 21:26:06.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "frameworkName": "fraud-exposure" }, { "matchId": "6df9c71e-9730-48f5-8f8b-429edf39f474", "evidence": "Systematic debunking of management claims via external verification and surveillance.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:13:20.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "frameworkName": "fraud-exposure" }, { "matchId": "2da2de4d-8a23-4cbc-9652-81fd3f91096b", "evidence": "The slide systematically presents evidence to debunk management claims regarding facility capabilities.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:13:17.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "frameworkName": "fraud-exposure" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": { "tone": "adversarial", "notes": "Text-heavy bullet memo ('Summary1' — likely the first part of Scorpion's multi-part Lasertec report). No charts in sampled pages; argument is dense prose with bold/underline emphasis. Disclosure (p3) confirms Scorpion is short. Villain is diffuse (management + Deloitte dismissed 2018) rather than a single named executive, though former auditor Deloitte Touche Tohmatsu and 'Lasertec's CEO' are cited. Management public statements about Innovation Park R&D/production are directly contradicted by investigator surveillance, drone footage and an IR rep's recorded 'knowing wink' about inventory classification.", "kpisCited": [ { "detail": "41% in 2023 — highest of any semicap >$1B revenue; exceeds ASML, Apple (30%), Google (29%), Meta (37%)", "metric": "EBIT margin" }, { "detail": "$1.1B/¥162B = 70% of LTM revenue; 120-130% in recent quarters; highest of any public semicap", "metric": "Inventory / revenue" }, { "detail": "0% claimed by Lasertec vs ~30% 5-yr average at ASML/AMAT/LRCX/TEL/KLA", "metric": "Finished goods share of inventory" }, { "detail": "Lasertec 65% 5-yr avg (16-52% 2022-23) vs ASML 130-180%, KLA >100%", "metric": "Cash conversion (OCF/NI)" }, { "detail": "~60% reliability per field engineers vs 96% for ASML's EUV source", "metric": "ACTIS EUV tool uptime" }, { "detail": "65-70% write-down of $1.1B/¥162B inventory = $700-750MM / ¥105-113B loss", "metric": "Projected impairment" } ], "closingAsk": null, "extraction": { "at": "2026-04-22 22:32:36+00", "model": "unknown-legacy", "runId": null, "seconds": 174.71187, "promptVersion": null }, "scqaReward": "A ~$700-750MM / ¥105-113B write-down that eliminates ~70% of cumulative ACTIS-era earnings and 85% of retained earnings — a hit exceeding Olympus's and material versus Toshiba's, against a $23B market cap.", "thesisTypes": [ "fraud_exposure" ], "top3Reasons": [ "Flagship ACTIS EUV tool is defective; customers reverting to KLA DUV and Holon e-beam", "$1.1B inventory is 100% raw / 0% finished — a 65-70% write-down is inevitable", "Innovation Park 'fab' is a deserted storage site, proven by ~20 site visits and drone surveillance" ], "scqaSituation": "Lasertec (TSE:6920) is a ~$23B Japanese semicap supplier that rose from penny-stock obscurity to one of Japan's most actively traded names on the back of an ACTIS EUV mask-inspection 'monopoly' story hailed as Japan's ASML.", "thesisSummary": "Scorpion Capital argues that Lasertec Corporation (TSE:6920), a ~$23B-market-cap Japanese semicap name hailed as 'Japan's ASML,' is one of the largest accounting frauds in Japanese corporate history — reminiscent of Olympus and Toshiba. A five-month investigation spanning 20+ research interviews and ~20 field visits contends that its flagship ACTIS EUV mask-inspection tool is defective — an unstable discharge-produced-plasma light source, chronic tin contamination, and sub-60% uptime — forcing key customers (TSMC, Intel, Samsung, ~77% of revenue) to quietly revert to KLA DUV Teron and Holon e-beam alternatives. Lasertec allegedly masks the commercial failure with a classic inventory-stuffing scheme: $1.1B/¥162B reported as 100% raw and work-in-process, 0% finished goods, concealing an inevitable 65-70% write-down that wipes out ~70% of cumulative earnings and 85% of retained earnings. The new 'Innovation Park' in Yokohama, touted as the next growth driver, is shown by time-lapse and drone surveillance to be a deserted overflow-inventory storage site, not a working fab.", "primaryDemands": [ "Recognition of an inevitable 65-70% impairment on $1.1B of misvalued inventory", "Restatement of overstated ACTIS-era revenue and earnings", "Market repricing reflecting defective EUV tool and fabricated Innovation Park" ], "scqaResolution": "Short the stock: an inevitable 65-70% inventory impairment and earnings restatement will expose the scheme, with KLA's imminent actinic-EUV entry and the fraudulent Innovation Park as final catalysts.", "thesisOneLiner": "Lasertec, hailed as 'Japan's ASML,' is a $23B accounting fraud — a textbook inventory scheme masking a defective EUV tool destined for a 65-70% write-down reminiscent of Olympus and Toshiba.", "precedentsCited": [ "Olympus 2011 accounting fraud", "Toshiba 2014-2016 accounting scandal", "MagnaChip SEC fraud settlement (2017)" ], "scqaComplication": "The ACTIS tool is defective — unstable tin-plasma light source, ~60% uptime, contamination and flickering — pushing TSMC, Intel and Samsung back to KLA DUV and Holon e-beam tools while Lasertec inflates earnings via $1.1B of misvalued inventory.", "narrativeInterest": 5, "notableSlidePages": [ 1, 4, 6, 25, 53 ], "peerCompaniesCited": [ "ASML", "KLA", "Applied Materials", "Lam Research", "Tokyo Electron", "Holon", "Ushio" ], "valuationFrameworks": [ "multiple_comparison", "asset_value" ], "visualCraftInterest": 1 }, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "tension", "title": "The slide uses aggressive, accusatory language typical of short-seller research reports.", "function": "expose_contradiction", "imagePath": "https://imgproxy.kitesheet.com/YODPmfG3kqjCf0W5odtMLmF_nd7U5k-iwD_Qq8AGYdk/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9hOGU0ZWIzNDhlMDYvcDAwMS5wbmc", "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": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 31, "componentCount": 5, "textChars": 790, "nDataPoints": 3, "notes": "The slide uses aggressive, accusatory language typical of short-seller research reports.", "elementsJson": [ "headline_text", "subtitle_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 21:26:03.313+00", "seconds": 2.414, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b9a-3e539d2729fa/1", "deck": "/decks/019dd923-622c-750b-8b9a-3e539d2729fa", "deckAnchor": "/decks/019dd923-622c-750b-8b9a-3e539d2729fa#slide-1", "deckJson": "/decks/019dd923-622c-750b-8b9a-3e539d2729fa.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Japan’s Most Actively Traded Stock Is A Colossal Fraud And Ticking Time Bomb, Reminiscent of Olympus, Toshiba, And Other Infamous Accounting Scandals", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:29:56+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b2-736e-8e5b-6f6c6513ce1a", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.85, "x": 0.07, "y": 0.35 }, "kind": "list", "text": "One of the largest corporate frauds in Japanese history... 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The customers indicated that Lasertec is playing inventory valuation games: “I can tell you right off the bat...they haven’t taken any impairments against their balance sheet, so they’re probably over-valuing their inventory far greater than it’s actually worth...”", "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": "2026-05-02 20:13:09.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "20c9af38-6c9b-4679-ac09-cf83ca88658a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.86, "x": 0.07, "y": 0.67 }, "kind": "list", "text": "The amount by which Lasertec is fraudulently valuing inventory – and therefore earnings, as well as the magnitude of the impairment charge it is trying to avoid – is straightforward to deduce. We use 5 simple methods, all of which arrive at a similar figure: an inevitable 65-70% write-down of its $1.1B / ¥162B of inventory as of Mar ’24 – a ~$700-750MM / ¥105-113B loss that would wipe out ~70% of its cumulative earnings since the launch of its ACTIS product in late 2019 through the most recent quarter. The loss and retained earnings hit we think is imminent far exceeds what Olympus incurred in 2012 in the immediate aftermath of its scandal (¥49B/$300MM and ¥53B/$460MM, respectively); and is considerable relative to Toshiba’s loss and retained earnings hit of ¥400B/$2.6B and ¥378B/$2.4B in 2014/2016 – a sobering fact given Lasertec is only 3.5% of Toshiba’s revenue of ¥6,300B/$40B at the time", "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": "2026-05-02 20:13:09.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "237f91ca-dba7-41d1-9eed-57475ff3a48b", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.86, "x": 0.07, "y": 0.18 }, "kind": "list", "text": "Lasertec's accounting scheme is rapidly approaching the final stage, which is usually preceded by unusual tremors – ignored or misunderstood by most – as pressure builds before the inevitable earthquake. A major tremor occurred in the quarter ended Sep 30, 2023, when Lasertec’s gross margin mysteriously plunged from 56% to 36%, magically recovering to 56% the next quarter. The company’s explanations were evasive. 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The \"new\" ACTIS A300, announced with fanfare in Nov 2023 as Lasertec's next-generation EUV product and driver of growth, is a hoax – a cover story to conceal fatal flaws with the Ushio-supplied EUV light source in its flagship tool, the A150...", "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": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:13:09.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0e2140e-b9eb-4bef-ae6c-59cabcbd09bc", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.07, "y": 0.07 }, "kind": "title", "text": "Detailed summary / key findings", "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": "2026-05-02 20:13:09.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ff8148f-6e10-404f-bed8-ca71bc8919a5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "8f407862-f238-4a14-aa98-914fde9f3724", "evidence": "The slide explicitly frames the company's product announcement as a 'hoax' and 'misleading investors' to cover up technical failures.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:13:09.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 30, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 11, "name": "The Struggle", "beatId": "ddd47c98-0c7b-4601-b841-6a759c3fbbf3", "matchId": "b896afd9-ee03-439e-beca-481a8465f938", "beatType": { "name": "The Struggle", "slug": "overcoming-monster-the-struggle", "status": "active", "canonId": "019dd9b8-3d24-71b1-9262-9a8f9850fda3", "version": 1, "description": null }, "evidence": "Detailed explanation of Lasertec's product flaws and customer dissatisfaction", "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. 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That’s right. You got it...this is supplier talk from Lasertec and also from Intel because they are spending a huge amount of money, too, and can’t look bad.\" — EUV lithography expert; \"...the last one was a different light source; they are no Ushio sources...I know they have a different light source...I know they announced the Urashima light source...I've heard Isteq thrown around as the creator of the IP for that source.\" — Ushio field service engineer; \"That was a bit over a year ago\" — Semiconductor industry advisor; \"Again, they are on a second-generation light source.\" — Semiconductor industry advisor; \"Lasertec tries to keep us in the dark\" — Ushio field engineer; \"we can look...they can't really stop us from looking.\" — Ushio field engineer; \"there's as much downtime on those machines as there is on ours...\" — Ushio field engineer", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:29:59+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b2-736e-8e5c-cacb7f872c60", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.85, "x": 0.07, "y": 0.12 }, "kind": "title", "text": "4. 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The plasma which emits EUV is just as unstable, leading to fluctuations and lack of brightness and power. The Ushio engineer provided details we find damning: \"...the same results happen on their inspections\" with Urashima; \"they get a dark frame or they get a false defect...it's light source fluctuation\"; \"in these light sources, the brightness is just going to fluctuate\"; \"difficult thing to control\"; \"hard to get enough power...to get the brightness up.\"", "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": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a5058b9-bcfc-4308-bc53-066303ed551c", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.854, "x": 0.073, "y": 0.66 }, "kind": "list", "text": "Experts we interviewed described the Ushio source as an unmitigated disaster and ridiculed claims that the Isteq source is superior as coming from the \"same people\" – presumably Lasertec and Intel – who made similarly false claims about the Ushio source several years ago: \"the Ushio source [had] degradation and they took it out...the same people who came to me and said, wow, we won the war and we got Lasertec...it's all good with Ushio...the same people two years later said yeah by the way everybody in the field has taken the source out.\" He expressed similar doubt about the Isteq source: \"Isteq has not quite done their job\"; \"Lasertec and Intel will...do a song and dance...well, how much data do you have...I have not seen long-term performance data at all.\"", "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": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "42eb32b8-afaa-4659-af4a-e9a3ad198ff6", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.854, "x": 0.073, "y": 0.37 }, "kind": "list", "text": "The engineer indicated that the Urashima source is \"down at least as often as the Ushio light source\"; \"they have the exact same inspection issues, so the Lasertec Urashima source has all the same problems\"; \"the light source has its own set of weaknesses\" in addition to those that afflict the Ushio source; \"I think that probably contributes to the downtime.\"", "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": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a7314951-559b-4409-a642-0463f362eabc", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.854, "x": 0.073, "y": 0.214 }, "kind": "list", "text": "We asked the Ushio engineer whether the A150 and Urashima A300 machines look any different when they are open, except for the two different EUV sources: \"it's all the same, as far as I can tell,\" replying affirmatively when we then asked if everything else inside the tools is identical. He stated that Lasertec's field engineers \"complain\" about the Urashima source as much as the A150 and that they are skeptical of their own company's technology: \"I work a lot with the boots on the ground at Lasertec, and they complain about having to maintain their light sources...[they] feel that management made some compromises....\"", "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": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb8b4902-a138-4ad0-a18d-f25cab70281e", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "I work a lot with the boots on the ground at Lasertec, and they complain about having to maintain their light sources...[they] feel that management made some compromises.... — Ushio engineer", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:29:58+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b2-736e-8e5c-b5e82804df42", "parentComponentId": null }, { "bbox": { "h": 0.055, "w": 0.854, "x": 0.073, "y": 0.123 }, "kind": "title", "text": "4. The \"new\" ACTIS A300, announced with fanfare in Nov 2023 as Lasertec's next-generation EUV product and driver of growth, is a hoax (cont'd)", "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": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69d3b51e-4e28-40f6-9ac8-605807a98edb", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.413, "x": 0.073, "y": 0.068 }, "kind": "title", "text": "Detailed summary / key findings", "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": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c818cda6-da8c-49f3-9218-7198fc8d1f47", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Story Moments", "slug": "story-moments", "status": "active", "bestFor": null, "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e", "version": 1, "bodyDocId": null, "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "97ff6d28-86eb-4358-b0b3-7411dafe2d73", "evidence": "Experts we interviewed described the Ushio source as an unmitigated disaster and ridiculed claims that the Isteq source is superior as coming from the \"same people\" – presumably Lasertec and Intel – who made similar claims before.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 23:10:23.867021+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "f0ecf066-3f2e-4d0e-9f75-1a0f773de2ec", "evidence": "The slide systematically presents evidence to debunk a company's product claims.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:13:10.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 30, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 11, "name": "The Struggle", "beatId": "ddd47c98-0c7b-4601-b841-6a759c3fbbf3", "matchId": "b896afd9-ee03-439e-beca-481a8465f938", "beatType": { "name": "The Struggle", "slug": "overcoming-monster-the-struggle", "status": "active", "canonId": "019dd9b8-3d24-71b1-9262-9a8f9850fda3", "version": 1, "description": null }, "evidence": "Detailed explanation of Lasertec's product flaws and customer dissatisfaction", "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. 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Instead of being transparent and showing photos of their High NA projection optics as ASML and its strategic partner Zeiss have done for years, Lasertec's engineers show only a simple, crude drawing.", "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": "2026-05-02 21:26:04.416+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2949f86e-1ba6-4d98-986c-e99fafccca92", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.85, "x": 0.07, "y": 0.21 }, "kind": "list", "text": "Multiple industry executives in touch with Lasertec told us that the company's claims around the \"new\" ACTIS A300 and its purported High-NA capability are simply false and just vaporware.", "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": "2026-05-02 21:26:04.416+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c38c1bc-0ccb-4d30-896c-1ba89b7a54cd", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.07, "y": 0.41 }, "kind": "list", "text": "A longtime executive at Global Foundries, who deals directly with Lasertec and all aspects of EUV mask inspection, stated that Lasertec's November 2023 press release announcing the ACTIS A300 was \"just a press release to match the shipment of the first [ASML] High-NA system to Intel.\"", "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": "2026-05-02 21:26:04.416+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2fdd474-9721-4301-acaf-321067fcb850", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.85, "x": 0.07, "y": 0.54 }, "kind": "list", "text": "As a major red flag regarding the A300's High NA capability, we note a key paper presented by Lasertec engineers a few days before the press release. Presented at an industry conference, the 11-page paper shows the emperor has no clothes, as it was curiously vague on technical details.", "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": "2026-05-02 21:26:04.416+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e88dd200-d2cf-4b47-81e8-66dba69fbf15", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"they don't have it now, without giving too much info on that - they don't have it...it will require replacement of their optics because...if they open up the aperture, the optics will block....they cannot do it right now...they need...a different curvature, different figure elements - it's a massive upgrade.\" — Ex-KLA executive. \"just a press release to match the shipment of the first [ASML] High-NA system to Intel.\" — Global Foundries executive.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:29:59+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b2-736e-8e5c-def7caeba795", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.85, "x": 0.07, "y": 0.12 }, "kind": "title", "text": "4. 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Lasertec's EUV ambitions have always been vaporous given the impossibility of developing an EUV light source without investing USD billions. 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for their blank inspection tool, as actinic mask inspection is more complex: “the optics are much more complicated and they need significantly more light…that’s why they are struggling…they moved to Ushio…they’re still struggling…they have to move to something else.” He stated that Lasertec “cannot deliver” on their purported $2 billion backlog due to their lack of a properly functioning EUV light source: “they have a $2 billion backlog, which means that they probably have orders for 40 or 50 systems that they cannot deliver right now.”", "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": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", 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He stated that neither Lasertec nor Isteq has ever shown this source works and that it’s just a little lab experiment: “they did not show anything – I am really skeptical”; “as is, it would not work…it’s nothing but a lab prototype, slightly more than an idea.”", "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": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:13:17.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b03d62fc-668c-4f96-8dda-d8ec346e74f4", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.85, "x": 0.07, "y": 0.2 }, "kind": "paragraph", "text": "In comparison to the 1,300 staff at ASML’s EUV source group and the $4B it spent on Cymer plus billions more in additional R&D, Lasertec is small with only 859 total employees in 2023, and historically invested little in R&D – generally $9MM to $15MM in R&D in the years preceding its EUV market entry in 2019. It strains credibility that Lasertec was able to develop a reliable EUV source with less than 1% of what Cymer/ASML spent. Ushio – its EUV light source supplier – spends $80-90MM annually on R&D, but EUV sources are a small percentage of its revenue and EUV R&D expenditure would have been a tiny fraction of the total. Isteq, which developed Lasertec’s “new” Urashima EUV source is little more than a Russia/Netherlands-based science project with only 12 employees on LinkedIn.", "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": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:13:17.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bef8f431-7d46-4d25-9a40-8a535325494b", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“it didn't work...they screwed it up”; the Ushio source “has a lot of problems” such as tin-based “discharge that...creates a lot of junk...nearby optics get literally covered in tin pretty quickly” — Ex-Cymer scientist. “they did not show anything – I am really skeptical”; “as is, it would not work...it’s nothing but a lab prototype, slightly more than an idea.” — Cymer expert.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:30:00+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b2-736e-8e5d-5806296b6a46", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.85, "x": 0.07, "y": 0.12 }, "kind": "title", "text": "5. 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The Isteq engineer stated that 'we developed it'... Shockingly, the Isteq engineer stated that the Urashima source they licensed to Lasertec has the same problems as Ushio's... 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Lasertec could easily have licensed it prior to the ACTIS A150 launch in 2019 but chose Ushio instead. Given that there are only two or three EUV source suppliers to choose from, it is obvious that Lasertec would have evaluated Isteq over five years ago prior to rejecting it for Ushio - and are now desperately trying to cover up the Ushio failure and trying Isteq as a Hail Mary. 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Lasertec customers who have recently visited Lasertec's headquarters confirmed seeing highly unusual levels of inventory - \"pretty scary...pretty weird\" - and other red flags: their \"factory floor for finished goods is full.. a substantial amount of finished goods inventory that's either not passing [evaluation]\" or \"customers have deferred shipment\"; \"literally no space left on their final inspection bays before the equipment ships.\" They indicated that customers are refusing to accept shipment of tools; that Lasertec \"recognized revenue for prepayments of systems that aren't yet shipped\"; that most of their initial advances and purchase orders were from Intel and are being \"pushed, pushed, pushed out\" and will never be filled, with Intel allegedly trying and failing to pawn off PO's to TSMC; are misclassifying inventory using \"tricks that any supplier can play\"; inflating the value of inventory - \"they're going to have to significantly mark down\"; \"haven't taken any impairments\"; 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One stated “they will struggle...extremely hard to compete with KLA...I don’t think Lasertec can pull it out in EUV [versus KLA]” – and that “they will disappear in five years” if they don’t “re-engineer the tool [with] a simple source.” A second indicated that “people would love to buy from KLA...there is no question about that...even if [their tool] were crap, then the customer would love to have a second supplier...they will get the orders, that’s for sure.”", "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": "2026-05-02 20:13:18.692+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "72b61c9f-b27f-413f-88c8-4af6ff0de293", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.86, "x": 0.07, "y": 0.2 }, "kind": "list", "text": "The “better source” the EUV lithography referred to is xenon-based. The ex-KLA executive corroborated that “the KLA xenon works,” using “frozen xenon gas with IR laser as the originator,” unlike Lasertec’s Ushio or Isteq tin-based sources which he stated are a failure. 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A longtime semiconductor equipment executive in Japan – friendly with Lasertec’s CEO – stated that “everything could turn around in a second if KLA comes out with a superior tool...they’re out of business, basically.” The executive replied “correct” when we asked if it’s “game over” when KLA comes out with their product. He expressed skepticism of Lasertec’s stock and the average Japanese investor’s lack of understanding of EUV: “they were picked up by mass media newspapers and TV...that’s why they became popular...average people walking on the street have no idea what EUV is.”", "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": "2026-05-02 20:13:18.692+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e842139e-c527-4556-bee9-2077dcd7acba", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "TSMC will play hard...KLA will win the P2 and P3 [inspection]...that's for the mask shop. — Ex-KLA executive. they will struggle...extremely hard to compete with KLA...I don't think Lasertec can pull it out in EUV [versus KLA] — KLA source. people would love to buy from KLA...there is no question about that...even if [their tool] were crap, then the customer would love to have a second supplier...they will get the orders, that's for sure. — KLA source. 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In addition to Fab 4A – which the company refers to as the “first round of construction completed in June 2023,” we saw no evidence of meaningful construction for Fab 4B, which it calls “the second round of construction” that supposedly began in Oct 2023 – just an office space with a ladder and few pieces of wood on the floor.", "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": "2026-05-02 20:13:16.668+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a8f9062-6d18-44a2-a782-a2602de53384", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.86, "x": 0.07, "y": 0.52 }, "kind": "list", "text": "Across ~20 field visits, our investigators found that the 5-building complex was generally deserted and empty, except for one floor of a small 4-story office building that appeared to house low-level clerical or back-office staff, not R&D. Our investigators never saw any security or guards during any visit – not what one would expect from a facility with cutting-edge R&D, sensitive industrial secrets, intellectual property, and the production or components of $50MM pieces of capital equipment. Our investigators saw no signs or gates forbidding entry onto the complex; wandered freely; were never asked who they were or asked to leave; and in fact were cheerfully welcomed by the occasional maintenance personnel, who were happy to answer questions about the status of the site.", "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": "2026-05-02 20:13:16.668+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f32bd7ae-1cac-4860-9487-816bc20e7704", "parentComponentId": null }, { "bbox": { "h": 0.38, "w": 0.86, "x": 0.07, "y": 0.12 }, "kind": "paragraph", "text": "11. Lasertec’s new “Innovation Park” in Yokohama is a fraud – a purported R&D and production campus with two supposed “fabs” that is 5X the size of its headquarters and its next driver of growth, announced in 2022 as the largest capital expenditure and expansion in its history. Multiple investigators visited the campus ~20 times from Dec 2023 and May 2024 and found a generally deserted and empty facility with no evidence of R&D, production, nor any indication that Fab 4A matches its promotional photos, leading us to wonder if the pics are fake. We conclude that the company’s statements - in press releases, earnings calls, presentations, and an in-person IR meeting - are false and an epic scam, based on extensive surveillance including field visits/interviews; 24/7 time-lapse and motion-detector camera footage over several weeks; and aerial drone surveillance on two occasions. 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In 2018, the US Department of Justice announced a $480MM settlement... 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We were curious if any clean room exists at all inside Fab 4A, similar to the photo of the large, new, bright-white, extensively-lit room shown in Lasertec's presentations. From the top of Fab 4A, the drone could see straight through to sunlit windows on the other side of the structure, which still looks exactly like a gymnasium. The interior looks like a large open space with an exposed scaffold ceiling for HVAC equipment, as one would expect for a large gym-type space. 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During one visit, they stood in front of Fab 4A as machines were being delivered. At that moment, we came to understand the only purpose that the so-called fab serves: as a storage facility for overflowing finished goods inventory. Photos show that the machines are already shrink-wrapped and hermetically sealed in extensive protective wrapping, and that they are thus finished good with absolutely no testing or fine-tuning inside Fab 4A, as claimed by management. 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Lasertec's new \"Innovation Park\" in Yokohama is a fraud (cont'd)", "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": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:13:17.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d20feff-2116-4e15-90d6-a5b8a9c90248", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.07, "y": 0.07 }, "kind": "title", "text": "Detailed summary / key findings", "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": "2026-05-02 20:13:17.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "48804104-74e9-4e11-882b-f0c6c8c25423", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Evidence Matrix", "slug": "evidence-matrix", "status": "active", "bestFor": null, "canonId": "019dd956-7ecc-74c2-b46c-0b9c1f4c73d7", "version": 1, "bodyDocId": null, "description": "Planning visual assets: Claim → Evidence Needed → Data Source → Visual Type", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "5afc404b-4c41-43bb-8ae8-29a8430f292f", "evidence": "paragraph/paragraph: Our investigators were allowed to wander freely around the complex without anyone asking them to leave.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 23:10:27.382657+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "2da2de4d-8a23-4cbc-9652-81fd3f91096b", "evidence": "The slide systematically presents evidence to debunk management claims regarding facility capabilities.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:13:17.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 56, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 31, "name": "The Victory", "beatId": "3f095ed5-de2f-4a64-bb32-5a79c5566416", "matchId": "b896afd9-ee03-439e-beca-481a8465f938", "beatType": { "name": "The Victory", "slug": "overcoming-monster-the-victory", "status": "active", "canonId": "019dd9b8-3dbe-71b9-b5a9-7191b5f8782b", "version": 1, "description": null }, "evidence": "Conclusion and summary of Lasertec's dire situation", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. 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