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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
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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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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
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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
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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
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
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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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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
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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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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
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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
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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
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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