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Includes specific examples of legal NLP (legalBERT/CaseHOLD) and malware detection (SoReL-20M).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
60
The slide highlights the trade-off between dataset size and training efficiency, showcasing specific techniques like SEALS and SVP.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
61
The chart shows the rapid growth in submissions vs. accepted papers, illustrating the pressure on the review system.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
63
Data from a randomized prospective social media trial in the Annals of Thoracic Surgery.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
65
The slide explains the application of GNNs to physical dynamics, specifically mesh-based simulation, highlighting efficiency gains and generalization capabilities.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
66
The slide uses a world map to visualize the percentage reduction in negative ETA outcomes across various global cities.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
67
The chart shows a bubble plot comparing ROC-AUC score vs GPU Memory (GB) for various GNN models.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
68
Technical slide explaining a specific AI research methodology (L3P).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
69
The slide highlights the success of Chinese entities in AI research benchmarks.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
70
The slide highlights a specific application of AI in meteorology, comparing DGM performance against PySTEPS and Axial Attention models.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
72
The slide uses a causal diagram (DAG) to illustrate confounding variables and two horizontal bar charts to show vaccine effectiveness over time for AstraZeneca and Pfizer.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
73
The chart compares Accelerator Years, Energy Consumption (MWh), and Net CO2e (metric tons) for models Meena, T5, GPT-3, Gshard-600B, and Switch Transformer.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
74
Includes a code snippet demonstrating JAX syntax and a logo/library comparison graphic.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
78
The chart uses a dual-line approach to distinguish between actual historical data and future projections.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
79
The slide uses a table to demonstrate that the increase in PhD graduates in China is not due to a proliferation of low-quality programs, but rather growth in elite 'Double First Class' universities.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
89
Includes three stacked bar charts showing racial/ethnic breakdown, gender breakdown, and Hispanic/non-Hispanic breakdown.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
96
The slide illustrates a technical process for drug discovery using GNNs and active learning.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
97
The slide compares a 'Simulated tradition approach' vs 'ML approach' using box plots for two metrics: Potency (nM) and Protease stability (% intact).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
98
The slide uses three visual examples of computer vision in action (heatmap, PPE detection, driving safety).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
99
Includes a chart of billion-dollar disaster events, a satellite image of a typhoon, and a UI screenshot of the Tractable app.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
100
The slide highlights a specific AI application in the energy sector.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
103
The slide highlights a specific medical AI application in ophthalmology, detailing the problem (AMD), the solution (computer vision system), and the validation data (200/110 patients).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
104
The slide highlights the use of multi-armed bandits for balancing exploration and exploitation in a public health context.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
105
Includes specific clinical metrics on sensitivity, specificity, transfer time reduction, and length of stay improvements.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
106
The slide uses two circular process diagrams to contrast 'Fixed data, evolving model' (model-centric) with 'Fixed model, evolving data' (data-centric).2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
107
The slide explains the concept of dynamic benchmarking using the Dynabench platform as a case study.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
109
The slide references a specific research paper/finding regarding underspecification in ML models.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
111
Includes a trend chart showing the increase in automated labels over time and four visual examples of computer vision use cases.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Iceberg1 hit
112
The slide tracks a specific past prediction and provides context on why the deal is stalling.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Cost Of Inaction1 hit
114
Includes a stock price chart and a photo of an EUV machine.2021 Air Street Capital The State of AI Report 2021 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Cost Of Inaction1 hit