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The slide uses a timeline-based case study to demonstrate the efficacy of a specific academic research funding model.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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2022 Air Street Capital The State of AI Report 20222022 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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Part of the State of AI 2022 report.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 a process diagram to explain the 'Uber-like' dispatch model of the software.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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Data source: CSET, stateof.ai 2022 report.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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Includes a table summarizing the relative need for reshoring across different semiconductor device categories.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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Slide from the State of AI 2022 report.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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Part of the 'State of AI 2022' report series.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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2022 Air Street Capital The State of AI Report 20222022 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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Features quotes from Alan Turing, I.J. Good, and Marvin Minsky.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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Includes quotes from the UK National AI Strategy document.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 a series of diverging stacked bar charts to visualize survey agreement levels.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 chart uses a stacked bar to compare 2021 and 2022 researcher counts across different venues, highlighting a 30x gap between NeurIPS and Safety.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 two bar charts to contrast the scale of safety-focused funding (in millions) against general capabilities funding (in billions).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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Includes a chart showing Elo scores vs parameters and a chat example of a safety-aligned model.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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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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Includes a conceptual diagram of the red teaming process and a bar chart showing harmlessness by model size.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 discusses the reverse-engineering of neural networks into human-interpretable programs.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
105
The slide highlights the risk of AI being trained in environments that reward immoral behavior and proposes a solution to mitigate this.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
106
Part of the State of AI 2022 report.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
12
The chart shows a comparison of GPT-4, GPT-4 (no vision), and GPT-3.5 across various academic and professional exams.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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Includes a process diagram illustrating the RLHF training pipeline.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 references Berkeley research on imitation learning and Meta's LLaMA-2 paper findings on RLHF.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 discusses alternatives to Reinforcement Learning from Human Feedback (RLHF) in AI training.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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Includes a screenshot of a tweet by William Falcon mocking the lack of detail in the GPT-4 technical report.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 discusses the release of LLaMa, its performance metrics (RACE benchmark), and the controversy regarding its 'open-source' status.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 discusses the ecosystem of open-source LLMs, mentioning specific models like MPT-30B, Falcon, RedPajama, Pythia, and Vicuna, and techniques like LoRA.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 uses a stacked bar chart to show human evaluation of LLaMa-2 helpfulness against other models.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
20
The chart maps model release/popularity over time (x-axis) against MMLU performance (y-axis), with bubble size representing social media mentions.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