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09
The slide uses a structured list format to categorize key takeaways across four main pillars of the AI landscape.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
10
2024 Air Street Capital The State of AI Report 20242024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Hypothesis Test1 hit
11
The slide uses a traffic-light color coding system (Green=YES, Amber=~, Red=NO) to evaluate predictions.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Hypothesis Test1 hit
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2024 Air Street Capital The State of AI Report 20242024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
13
The slide highlights the convergence of performance between GPT-4, Claude 3.5 Sonnet, Gemini 1.5, and Grok 2.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
14
The slide discusses the shift from pre-training compute to inference compute in LLMs.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
15
Includes a Chatbot Arena chart and a screenshot of a viral YouTube video demonstrating o1's coding capabilities.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
16
Includes a stacked bar chart showing human evaluation win/tie/loss rates against GPT-4o and Claude 3.5 Sonnet.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
17
The table uses a color-coded matrix (green for yes, orange for no/partial) to visualize the degree of openness for different LLM projects.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
18
The slide uses two charts to demonstrate the impact of contamination: a bar chart showing performance gaps between standard benchmarks and clean test sets, and a scatter plot comparing exam scores to benchmark performance.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
19
Includes a small visual grid of examples showing 'Bad Question Clarity', 'Bad Options Clarity', 'No Correct Answer', and 'Wrong Groundtruth'.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
20
The slide critiques the 'vibes-based' evaluation method of the LMSYS leaderboard, noting that GPT-4o and GPT-4o mini share top spots, potentially due to user preference for writing style over raw capability.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
21
The slide highlights the hybrid approach of neuro-symbolic AI in solving Olympiad-level math problems.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
22
Discusses model pruning techniques (layer removal, knowledge distillation) and their impact on performance benchmarks.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
23
The slide uses an AI-generated image of two llamas wearing sunglasses labeled '8B' and '4B' to metaphorically represent model distillation.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
24
Includes a screenshot of a chat interface demonstrating Phi-3-mini-4k-instruct-q4 capabilities.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
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Includes a visual comparison of image compression levels (32 tokens vs 256 tokens vs 65536 pixels).2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
26
Mentions Stanford research on ReFT and LoReFT.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
27
The slide highlights specific models like Mamba, Jamba, and Griffin as examples of this trend.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
28
The slide discusses model distillation techniques in AI research, specifically comparing token budget vs. accuracy.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
29
The chart shows a clear trend of Transformer dominance growing over time, with other paradigms remaining a small minority.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
30
The slide includes a process diagram for Nemotron-4-340B and a feature comparison table for various AI infrastructure providers.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
31
Includes a diagram illustrating the feedback loop of model collapse.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
32
Includes a process flow diagram for the FineWeb pipeline.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
33
The chart compares embedding performance vs generative performance, showing a clear separation between specialized embedding models and generative models.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
34
The slide discusses a specific technical improvement in Retrieval-Augmented Generation (RAG) systems.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
35
The slide includes a schematic diagram of the Ragnarök framework and a list of example research questions.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
36
The slide explains how DiLoCo allows training on loosely connected 'islands' of devices, reducing communication needs by 500x.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
37
The slide includes a table comparing various methods (CLIP, EVA-CLIP, OpenCLIP, etc.) across metrics like FLOPs and performance on ImageNet-1K and COCO datasets.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Pattern Hunter1 hit
38
The slide highlights specific strategies (Multi-head Latent Attention, MoE, dataset curation) used by Chinese labs like DeepSeek and 01.AI.2024 Air Street Capital The State of AI Report 2024 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit