AI Applications

Inside GeneBench-Pro: A Genomics Benchmark for Real-World AI Reasoning

GeneBench-Pro is a benchmark that exposes how current AI models struggle with the multi-step, confounding-aware reasoning needed for real genomics tasks like somatic oncology decisions or single-cell eQTL analysis. Each case study provides full datasets and requires models to correct technical artifacts before drawing conclusions.

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Looker 2026: Agentic BI via Governed Semantic Layers and Gemini Reasoning

Google frames its 2026 Gartner MQ Leader recognition around Looker's shift from passive dashboards to agentic BI. The core insight is that autonomous agents need a governed semantic layer (LookML) and deep reasoning (Gemini 3) to act on trusted metrics at scale, as demonstrated by PayPal's 3,000+ user rollout via Looker's Managed MCP.

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How Schrödinger sped up molecular discovery by 4x with AlphaEvolve

Schrödinger achieved a 4x speedup in molecular dynamics MLFF training by using AlphaEvolve, an evolutionary AI coding agent from Google DeepMind, to optimize the computationally expensive Ewald summation algorithm. The agent replaced simple for-loops with parallel batch matrix multiplication, improving performance from a baseline of 7.9 to nearly 30 and raising the program success rate from under 1% to over 60%.

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Pro-Russia Influence Ecosystem: Drivers, Dynamics, and Tactics

This report from Google Threat Intelligence Group maps the pro-Russia influence ecosystem across six core components, revealing how four years of war have hardened its tactics, expanded the use of generative AI, and created a resilient, interconnected machine now pivoting back to global strategic objectives targeting NATO and the EU. Essential reading for anyone tracking state-backed information operations.

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Cross-Origin Storage API: Ending duplicate downloads for browser AI

If you've ever watched your browser re-download 177 MB of Whisper model weights just because a second site lives on a different origin, this article explains exactly why that happens—and how the proposed Cross-Origin Storage API fixes it using cryptographic hashes instead of URLs. Transformers.js already supports it experimentally, and you can test the whole thing today with a Chrome extension.

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