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The slide illustrates how AI models interpret visual data by identifying objects as 'nouns'.2018 Air Street Capital The State of AI Report 2018 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit
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The slide uses a matrix to categorize different types of algorithmic bias observed in various tech products.2018 Air Street Capital The State of AI Report 2018 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit
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The chart is a lollipop chart showing feature importance.2018 Air Street Capital The State of AI Report 2018 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
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The chart shows a massive divergence between the computer subsector and the rest of manufacturing.2018 Air Street Capital The State of AI Report 2018 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Cost Of Inaction1 hit
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The charts compare algorithm accuracy vs doctor accuracy for associative (top) and counterfactual (bottom) models.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The chart illustrates the gap between initial expectations of exponential growth and the reality of diminishing returns in AI capability over time.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
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Includes a qualitative example of model responses to tricky questions as model size increases.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide highlights the unreliability of human benchmarks in NLP, specifically referencing GPT-2 and GPT-3 evaluation.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses two charts to illustrate demographic imbalances: a population pyramid by ethnicity and age, and a stacked bar chart showing sex distribution by ethnicity.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
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The slide uses a scatter plot to compare sensitivity vs false positive rate across various studies.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
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Includes a diagram illustrating the cohort assignment process.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
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Includes a process diagram for RLHF and a bar chart comparing model performance.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide uses the CoinRun experiment to illustrate a specific AI safety failure mode.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide presents a critique of the 'emergent capabilities' phenomenon in LLMs, citing Stanford research that suggests these are artifacts of metric choice.2023 Air Street Capital The State of AI Report 2023 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit
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The slide contrasts standard Chain of Thought (linear) with RAP (tree-based planning).2023 Air Street Capital The State of AI Report 2023 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide categorizes challenges into three pillars based on RLHF components, referencing specific sections (§3.1, §3.2, §3.3) of a research paper.2023 Air Street Capital The State of AI Report 2023 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide uses a complexity-theory-inspired notation (NP^NP) to illustrate the recursive difficulty of evaluating AI assistants.2023 Air Street Capital The State of AI Report 2023 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide uses a list-based framework to categorize AI risks into five key areas: IP, Data Privacy, Discrimination, Product Liability, and Trust/Identity.2023 A New Era of Generative AI for Everyone · Accenture
Consulting deck Strategy consulting Beat · Problem & ComplicationLoop · Zoom In1 hit
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Includes a small visual grid of examples showing 'Bad Question Clarity', 'Bad Options Clarity', 'No Correct Answer', and 'Wrong Groundtruth'.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide includes a schematic diagram of the Ragnarök framework and a list of example research questions.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses a series of scatter plots with fitted curves to demonstrate the relationship between KL divergence and win rates, suggesting that DPO is susceptible to over-optimization.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide references specific research methodologies (semantic entropy and Google DeepMind's SAFE) to diagnose and mitigate LLM reliability issues.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide references a specific experiment with 45 occurrences out of 32,768 trials.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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Discusses the dual-use nature of interpretability research in AI safety.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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2024 Barclays ESG Conference Presentation2024 Barclays ESG Conference Presentation · Nemak
Consulting deck Equity research Beat · Problem & ComplicationLoop · Pivot1 hit
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The slide uses a two-column bulleted list format to prompt leadership reflection on AI-driven enterprise transformation.2024 Reinvention in the Age of Generative AI Executive Summary · Accenture
Consulting deck Strategy consulting Beat · Impact & Next Steps1 hit
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The slide uses a 'question-based' diagnostic approach to frame the problem for the C-suite.2025 Six Insights for AI ROI · Accenture
Consulting deck Strategy consulting Beat · Evidence & ProofLoop · Value Chain Walk1 hit
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2025 Sovereign AI report2025 Sovereign AI report · Accenture
Consulting deck Strategy consulting Beat · Evidence & ProofLoop · Iceberg1 hit
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The framework transitions from a single focus to a 2x2 matrix of pillars: Clean & Clear Ingredient Label, Sustainable Nutrition, Sustainable Packaging & Sourcing, and Product Performance.fd4b1c5071718761657e3d9fd9dec1092cda8949 · Unilever
Consulting deck Equity research Beat · SolutionLoop · Cost Of Inaction1 hit
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The slide uses four donut charts to visualize board composition metrics (industry, geography, tenure, gender).id19 an effective approach 3 case studies · CPA Australia
Consulting deck Equity research Beat · Problem & ComplicationLoop · Cost Of Inaction1 hit