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319,975 slides
319,974 are described (100%), so the treemap can explain the corpus instead of just counting files.
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Showing 319,974 described slides — 100.0% of 319,975 rendered pages
+Context & problem43,76713.7% · 6,592 docs+Data & charts72,62022.7% · 8,666 docs+Meta & navigation45,93614.4% · 9,739 docs+Recommend & act67,04121.0% · 9,324 docs+Cases & evidence31,2569.8% · 6,067 docs+Frameworks2,1230.7% · 1,232 docs+Appendix35,68211.2% · 6,614 docs+Other21,5496.7% · 5,566 docs
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Slide collection
54,241-54,300 of 319,975
08
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 Facts (What)Loop · Hypothesis Test1 hit
09
The slide uses a color-coded 'Grade' column (green for Yes, red for No) to summarize the outcome of past predictions.2022 Air Street Capital The State of AI Report 2022 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Hypothesis Test1 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 Facts (What)Loop · Hypothesis Test1 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 Facts (What)1 hit
12
The slide describes a human-AI collaborative workflow for mathematical 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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Part of a series of slides tracking 2021 predictions.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
14
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
15
The slide details the application of RL to magnetic coil control in fusion reactors (TCV/ITER).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
16
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
17
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
18
Includes logos of research institutions at the bottom.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
19
Includes a time-lapse visual of plastic degradation and a schematic of the ML model used for enzyme engineering.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
20
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
21
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
22
The slide highlights the competitive landscape of LLMs applied to software engineering tasks.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
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
24
Includes a specific example of a math problem solved by Minerva.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
26
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
27
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
28
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
29
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
30
Includes a list of academic paper titles as a visual reference for the trend.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
31
The slide uses visual examples to demonstrate the capabilities of different AI models.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
32
The slide uses visual evidence (image generation examples) to support the claim of competitive parity.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
33
Slide from State of 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 · Pattern Hunter1 hit
34
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
35
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
36
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
37
Includes visual diagrams of the SayCan decision process and success 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
38
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
39
Discusses the technical approach of masking large patches of pixels to train Vision Transformers (ViT).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
40
The slide discusses the evolution of transformer models from task-specific to generalist 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
41
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
42
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
43
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
44
The slide uses three bar charts (E, F, G) to demonstrate the efficacy of ML-recommended antibiotics compared to physician-prescribed ones.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
45
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
46
The slide highlights the dual-use nature of AI in pharmaceutical research, specifically referencing the MegaSyn 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
47
The charts use a diverging bar chart format where red bars indicate higher prevalence in China and blue bars indicate higher prevalence in the US.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
48
The slide uses two horizontal bar charts to contrast national output vs institutional output.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
49
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
50
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 Facts (What)1 hit
51
The slide uses a comparison of valuation vs revenue to illustrate the scale gap between incumbents and startups.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
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
53
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
54
The slide uses a combination of a line chart for stock price and bar/line charts for financial metrics (Revenue, R&D) to illustrate the growth during the deal timeline.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
55
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
56
The slide uses a mapping of compute providers to AI labs, highlighting the trend of strategic partnerships.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 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
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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
59
Includes screenshots of Google's AI Test Kitchen app.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
60
The slide uses a logo-grid to illustrate the proliferation of startups founded by alumni from DeepMind and OpenAI.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
61
The slide maps individual researchers from the original paper to the companies they founded or joined, and lists the capital raised by those companies.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 mix of internal Google metrics and a controlled experiment conducted by GitHub Copilot.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
63
The slide uses a stacked bar chart for company-specific pipelines and a horizontal bar chart for the aggregate percentage distribution of assets.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
64
The slide uses a combination of narrative text and two charts to illustrate the 'physical bottlenecks' of drug development.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
65
The slide features a grid of 16 small area charts showing variant submission counts over time, with red (EWS prediction) and green (WHO designation) markers.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
66
The slide uses a process flow diagram to explain the AI's role in triaging chest X-rays.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
67
Includes data from Beauhurst and GOV.UK. Shows sector breakdown, university-specific spinout counts vs equity stakes, and historical trend of average equity stakes.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