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Data source: dealroom.co. The chart shows a clear upward trend in corporate M&A activity within the AI sector.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Build Up1 hit
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The chart shows cumulative probability of training a transformative model over time, with a median estimate of 2052.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Cost Of Inaction1 hit
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The chart shows trust ratings for various corporate entities, with OpenAI and Google/Microsoft scoring higher than others.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Cost Of Inaction1 hit
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The chart distinguishes between industry labs (blue) and academic labs (red).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Cost Of Inaction1 hit
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The chart distinguishes between industry labs (blue) and academic labs (red).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Cost Of Inaction1 hit
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The slide uses a treemap to visualize the composition of 'The Pile' dataset.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Pattern Hunter1 hit
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The slide uses a map of China as a background for a chronological timeline of AI ethics initiatives.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Tale Two Worlds1 hit
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The slide uses a map to visualize the status of privacy legislation across the US, with a specific focus on the regulatory strength of California vs. Virginia.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Tale Two Worlds1 hit
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The slide tracks a previous year's prediction and provides a technical explanation of the breakthrough, supported by a bar chart comparing speed-ups.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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The chart shows a significant jump in predicted structures in 2022 compared to historical published data.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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Includes a bar chart showing perplexity decrease with model size and a table of ESM-2 performance metrics.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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The slide references a Princeton study on data leakage in 329 papers across 17 fields.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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The slide explains the methodology of training an Inverse Dynamics Model (IDM) to scale up training data for a foundation 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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The slide features a Venn diagram mapping various 'Efficient Transformer' research papers into categories like Recurrence, Memory/Downsampling, Low Rank/Kernels, Learnable Patterns, and Sparse.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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The slide includes three small scatter plots showing different benchmark saturation dynamics.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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The chart illustrates the relationship between model parameters and compute (FLOPs), comparing DeepMind's findings with previous OpenAI scaling laws.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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The slide discusses the non-linear performance gains in LLMs as they scale, using four specific task examples (Arithmetics, Fig. of speech, Multi-task NLU, Transliteration).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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The chart compares truthfulness and informativeness across different model sizes and prompting strategies, highlighting WebGPT's performance.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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The chart uses a logarithmic scale for the y-axis to visualize the massive acceleration in compute requirements.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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The slide highlights the speed at which the open-source community has replicated or improved upon proprietary landmark models.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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The timeline highlights the speed at which the open-source community (e.g., DALL-E mini/Craiyon, Stable Diffusion) caught up to or surpassed closed-source models from OpenAI, Meta, and Google.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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The slide highlights the speed of open-source community adoption and improvement of proprietary AI models.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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The chart compares model performance (ImageNet accuracy) vs computational cost (GFLOPs) for various architectures.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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The slide validates a previous prediction using the IRIS model as a case study, supported by visual evidence of world model simulation and comparative performance metrics.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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Data source: Zeta Alpha. The chart illustrates the diversification of transformer model applications.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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The chart shows a significant increase in NeRF-related research papers from 2019 to 2022.2022 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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The slide highlights the performance gap between traditional methods and property-prediction transformers in drug discovery.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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The chart uses a stacked bar approach to show the difference between standard corpus and CNKI-included corpus for China.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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Logarithmic scale used for the y-axis.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · David Goliath1 hit
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The slide highlights the synergy between AI research and hardware engineering, specifically referencing the H100 GPU and PrefixRL.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · David Goliath1 hit