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23
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 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 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 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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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
52
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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Data source: stateof.ai 2022 report.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
57
The slide highlights the shift in compute power from public/national infrastructure to private corporate entities.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
58
The chart shows a correlation between government contracts and AI software upgrades in China.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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Data source: dealroom.co. The slide uses stacked bar charts to show investment by round size.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
71
Data source: dealroom.co. The charts show a significant decline in large-scale funding compared to the relative stability of smaller rounds.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
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Data source: dealroom.co. The chart shows a decline in absolute investment in 2022 YTD compared to 2021, but maintains a >50% share for the US.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
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The slide uses a combination of table and bar chart elements to visualize investment data across 24 industries.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
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Data source: dealroom.co. The chart shows a clear shift from public market exits to M&A activity in 2022.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
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Data source: dealroom.co. The chart shows a clear trend of increasing AI exits globally, with a specific focus on the performance of European regions versus the US.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
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The chart uses a stacked bar format to show funding rounds by size, with a projection for the full year 2022.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
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Data source: dealroom.co. The chart tracks EV by launch year cohorts.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Segmentation Split1 hit
82
The slide uses two scatter plots with trend lines to visualize the divergence in compute power and research output share.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Implications (So What)Loop · Tale Two Worlds1 hit
90
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
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
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The slide uses three separate line charts to illustrate data exhaustion timelines for different data types.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 chart shows Top-1 Accuracy vs Parameters (M) for models trained on 'Real' vs 'Real + Generated' data, indicating performance gains.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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Discusses the trade-off between training epochs, model size, and overfitting.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 uses bar charts to compare accuracy, verbosity, and mismatch metrics for two model versions over time.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
41
Includes a technical diagram of the BLIP-2 architecture.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
67
The chart tracks publication volume by scientific discipline, highlighting the rapid growth in medicine and the high volume in mathematics.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 two grouped bar charts to show the concentration of AI research output by country and by organization.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
70
The chart uses a red box to highlight the most recent quarter (Q2 FY24) and includes emojis to emphasize the growth.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