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The slide highlights the transition from supervised learning to multi-agent reinforcement learning.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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Includes a technical diagram of the OpenAI Five training architecture.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The chart shows a clear logarithmic relationship between training compute (PF/s days) and model performance.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide highlights two specific research examples: BLUE (UC Berkeley) and OpenAI's robotic hand manipulation system.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit
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The slide compares PlaNet's performance against established RL benchmarks (A3C, D4PG) using both a summary table and performance charts.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit
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The slide uses a bar chart with Elmo-themed icons to illustrate performance gains over previous state-of-the-art models.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide tracks the evolution of NLP model performance against the GLUE benchmark, noting the introduction of SUPERglue due to rapid progress.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses a process diagram to explain the technical workflow of Federated Learning rounds.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)1 hit
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The diagram shows three layers of ML systems (Generic, Automotive, Network) and their data flow from physical domain to digital representation to model application.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)1 hit
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The slide illustrates a specific medical AI application developed by DeepMind and Moorfields Eye Hospital.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide presents ROC and PR curves comparing model performance against individual and average cardiologist performance across three specific arrhythmia classes.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses ROC curves to compare model performance against human radiologists across five medical conditions.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide details a specific medical research breakthrough involving brain-computer interfaces.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide highlights the application of neural networks and Monte Carlo tree search in chemistry.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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Slide contains two tables comparing various neural network models across metrics like parameters, latency, and accuracy.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses a before-and-after comparison to demonstrate technological progress in AI image generation.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses a combination of a bar chart for total volume and a line chart for topic share.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)1 hit
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2019 Air Street Capital The State of AI Report 20192019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Benchmark Gap1 hit
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The chart uses a vertical line to indicate the global average of 88% men.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Benchmark Gap1 hit
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The chart illustrates the exponential growth of total compensation as seniority increases, driven primarily by stock grants.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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Slide from the State of AI 2019 report.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit
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The slide uses two line charts to contrast quantity (papers published) vs quality (citation impact).2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses two line charts to compare growth rates relative to a base year (2012 for US, 2010 for non-US).2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide highlights a significant gender imbalance in AI academia.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The chart uses a 2x2 matrix structure to categorize countries based on talent mobility.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · 2x2 Matrix1 hit
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The slide uses a combination of a combo chart (bar + line) and a 100% stacked bar chart to illustrate growth and regional composition.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The chart uses a stacked area format to show cumulative growth, with individual company totals labeled at the end of the series.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide highlights the exponential growth of UiPath as a case study for the RPA industry.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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The slide uses a small-multiple chart layout to compare robot adoption across eight different industry sectors.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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Part of the 'state of AI 2019' report.2019 Air Street Capital The State of AI Report 2019 · Nathan Benaich and Ian Hogarth
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit