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The slide uses a line chart to show the percentage of PyTorch mentions across various AI conferences over time.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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Data source: Papers With Code. The chart shows a clear shift from other frameworks to PyTorch between 2017 and 2020.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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The chart highlights the exponential jump in model size, particularly with GPT-3.2020 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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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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The table highlights the diminishing returns of scaling ML models, specifically noting that reducing ImageNet error to 1% would cost over $100 quintillion.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
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The slide uses two charts: a log-scale scatter plot for compute eras and a linear scatter plot for training efficiency.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
23
The slide uses a combination of a data table, a line chart showing F1 score vs data points, and a bar chart showing intent accuracy across low/high data regimes.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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Includes screenshots of Hugging Face model interface and a Twitter post by Sharif Shameem demonstrating GPT-3 code generation.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
27
The slide uses two different chart types (bar-vertical and bar-horizontal) to illustrate the same trend of AI models surpassing human performance.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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The 2020 data point includes an annualized projection indicated by a dashed box.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
34
Includes ROC curves comparing AI performance against human readers (radiologists).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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The slide uses a chemical reaction diagram to illustrate the synthesis process and a bar chart to show the progression of model accuracy.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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The slide uses a funnel diagram to contrast the scale of AI-driven screening vs conventional screening.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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The slide highlights the shift from traditional CNN-based architectures like Faster R-CNN to transformer-based approaches in computer vision.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
56
Charts show performance trade-offs between accuracy (COCO AP) and efficiency (parameters, latency).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
58
The chart uses a dual-axis representation (bar for total count, line for percentage share).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
64
The slide highlights the trend of academic talent moving to industry, specifically in the AI sector.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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The slide uses a timeline diagram and a regression table to illustrate the causal link between professor departures and student entrepreneurship.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
71
The chart visualizes talent migration patterns for AI researchers.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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2020 Air Street Capital The State of AI Report 20202020 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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The slide highlights the role of H1B visa sponsorship in career outcomes for AI PhD graduates.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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The chart uses fractional counts for paper authorship.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Benchmark Gap1 hit
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The chart displays the Publication Index position gains for top 20 organizations at ICML 2020 vs 2019.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Benchmark Gap1 hit
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Data source: Indeed.com US data. Timeframe: 2015-2018.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Benchmark Gap1 hit
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The slide highlights the efficiency gains of AI in drug discovery, noting a 20% reduction in candidate testing compared to traditional methods.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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The slide uses a timeline-like structure to present three specific regulatory milestones for Waymo, Nuro, and AutoX.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
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The slide uses a line chart to illustrate the lack of reliability in 'miles per disengagement' as a metric for AV progress, specifically calling out Baidu's data.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
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The chart illustrates the gap between initial expectations of exponential growth and the reality of diminishing returns in AI capability over time.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
107
The slide highlights the rapid evolution of specialized AI hardware, specifically focusing on Graphcore's technological advancement.2020 Air Street Capital The State of AI Report 2020 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · David Goliath1 hit