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139
The slide presents a framework for categorizing AI risks as proposed by Dan Hendrycks (Center for AI Safety).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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Part of the 'State of AI' report series.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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Slide from the State of AI 2023 report.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 highlights the shift of AI safety from a niche technical debate to a mainstream political and national security priority.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 chart shows a positive correlation between safety and ethics research output, with some institutions heavily skewed towards one or the other.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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Part of the State of AI 2023 report.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 specific case study (Sydney/Bing) to illustrate broader safety concerns like jailbreaking and prompt injection.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 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
153
Discusses 'Let's Verify Step by Step' (OpenAI) and 'Contrast-Consistent Search' (UC Berkeley/Peking University).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 chart shows a negative correlation between subject model parameters and explanation score.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 chart shows win rates across various models, comparing human evaluation against GPT-4 and GPT-3.5 as judges.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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2023 Air Street Capital The State of AI Report 20232023 Air Street Capital The State of AI Report 2023 · Air Street Capital
Consulting deck VC research 1 hit
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2024 Air Street Capital The State of AI Report 20242024 Air Street Capital The State of AI Report 2024 · Air Street Capital
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2024 Air Street Capital The State of AI Report 20242024 Air Street Capital The State of AI Report 2024 · Air Street Capital
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This slide acts as a key for interpreting subsequent slides in the deck.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research 1 hit
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The slide highlights the convergence of performance between GPT-4, Claude 3.5 Sonnet, Gemini 1.5, and Grok 2.2024 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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Includes a Chatbot Arena chart and a screenshot of a viral YouTube video demonstrating o1's coding capabilities.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 table uses a color-coded matrix (green for yes, orange for no/partial) to visualize the degree of openness for different LLM projects.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 two charts to demonstrate the impact of contamination: a bar chart showing performance gaps between standard benchmarks and clean test sets, and a scatter plot comparing exam scores to benchmark performance.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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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 highlights the hybrid approach of neuro-symbolic AI in solving Olympiad-level math problems.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 an AI-generated image of two llamas wearing sunglasses labeled '8B' and '4B' to metaphorically represent model distillation.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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Includes a screenshot of a chat interface demonstrating Phi-3-mini-4k-instruct-q4 capabilities.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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Includes a visual comparison of image compression levels (32 tokens vs 256 tokens vs 65536 pixels).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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Mentions Stanford research on ReFT and LoReFT.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 highlights specific models like Mamba, Jamba, and Griffin as examples of this trend.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 discusses model distillation techniques in AI research, specifically comparing token budget vs. accuracy.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 chart shows a clear trend of Transformer dominance growing over time, with other paradigms remaining a small minority.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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Includes a diagram illustrating the feedback loop of model collapse.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