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Scaling Laws
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The slide uses three distinct charts to demonstrate scaling laws: a conceptual framework, a loss-reduction chart, and a parameter-growth chart.2018 Air Street Capital The State of AI Report 2018 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The charts demonstrate power-law relationships between model performance (test loss) and three key scaling factors: compute, dataset size, and parameter count.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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Charts illustrate scaling laws in machine learning, specifically the relationship between model size (parameters), data (tokens), and compute budget.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
13
The slide highlights the shift towards inference-time scaling (test-time compute) as a key driver for AI reasoning capabilities.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit
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The slide outlines the 'scaling laws' paradigm for LLMs.Absci | Investor Presentation Deck | 111 slides · Absci
Conference presentation Investor relations 1 hit
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The chart illustrates scaling laws in LLMs.OpenAI | Product Presentation Deck | 33 slides · OpenAI
Conference presentation Investor relations Beat · EvidenceLoop · Hypothesis Test1 hit