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The slide highlights a specific AI research breakthrough and its practical application at Google.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide describes a specific AI model (ATOMICA) and its application in drug discovery/biology.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights the technical architecture (MoLE) and the scale of training data (OMat24, OMat25, OMol25).2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights the shift from screening existing materials to generative design using diffusion models.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The chart shows the evolution of chemical synthesis benchmark scores over time for various LLM providers.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights two specific research implementations: the Liverpool system and NC State's Rainbow platform.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide describes a system that automates scientific method invention by treating it as a search problem.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide compares Transformer++, Mamba, Hyena, and StripedHyena architectures in the context of genomic sequence modeling.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide uses three distinct charts to demonstrate scaling laws, sequence space generation, and alignment benefits for protein LMs.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide uses two charts to demonstrate that model success rates correlate strongly with similarity to training data.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide presents performance metrics for AMIE vs PCPs using line charts showing accuracy over top-k.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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Slide 66 from the State of AI 2025 report.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights the shift from traditional autoregressive models to diffusion-based models for text generation.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide explains a technical architecture (BLT) and compares its performance (BPB vs Training FLOPS) against standard BPE-based models.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
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The slide uses a diagram to contrast 'No sink' vs 'Sink' behavior in token attention patterns.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights how LMArena data is being manipulated and how proprietary models have an unfair advantage in benchmark performance.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The chart shows a negative correlation between capabilities score and attack failure rate, indicating that as models get more capable, they become more prone to failure in safety-critical tasks (WMDP).2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
Consulting deck VC research Beat · The Facts (What)1 hit
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Includes a screenshot of a ChatGPT conversation as a case study of sycophancy.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights the technical architecture (CNN, Transformer, Language Model) and the current limitations compared to invasive BCIs.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide summarizes research findings on brain-model convergence, highlighting that early layers align with sensory cortices while later layers require more training to align with prefrontal regions.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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Includes specific cost estimates per hour for different neuroimaging modalities.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide highlights a specific technical research development from Apple, detailing its architecture (4D sparse latent, pure-Transformer, 4D RoPE) and training scale.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide discusses two specific technical approaches to robotic learning: neural rendering for 3D scene representation and next-token prediction for unified vision-language-action sequences.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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Discusses the trade-off between overfitting/compute costs and the ability to internalize complex physical dynamics.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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Discusses Molmo-Act (AI2), Gemini Robotics 1.5 (GDM), and MIT's 'Teaching LLMs to Plan' research.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide uses a diagram to explain the EMMA model architecture, showing inputs (text/vision) feeding into the model and outputs (reasoning/planning).2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide includes a detailed performance table comparing various agents across 15 games.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide presents a technical argument for using smaller models (1-9B parameters) in agentic workflows to reduce costs and latency, while maintaining an 'escape hatch' to larger models.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide uses a specific case study of Sakana AI to illustrate the broader point about the need for domain-expert audits in AI research.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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The slide uses a metaphor (USB-C) to explain the standardization of AI tool integration.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital
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