Claude Designs Functional Proteins with High Lab Success
Claude designed working proteins for 14 of 15 targets, achieving 22.6-35.1% success rates versus typical 10-15% and generating 354 validated binders....

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Claude designed working proteins for 14 of 15 targets, achieving 22.6-35.1% success rates versus typical 10-15% and generating 354 validated binders....
Kriminal, a clearnet "criminal AI" service charging $12.99–$99/month for unrestricted exploits and OSINT, runs almost entirely on xAI's Grok 4...
Alibaba's Xuantie C950 RISC-V CPU has become the first to natively run the Tongyi Qianwen 3.8-27B model at 30 tokens/sec without any GPU or emulation...
Three trends shaping AI infrastructure:
Designers rank as the unhappiest role in tech, largely because engineers have captured 10-100X productivity boosts from AI while design workflows have...
Muse Glimmer 30B packs full agentic planning and tool use into a 30B open-weight model that runs locally on a single consumer GPU, eliminating cloud...
Ryanair's five-year Google partnership puts Gemini Enterprise and DeepMind models into frontline operations.
Benchmark ran all models at providers' default effort levels, testing readiness for agentic workflows on Rails tasks.
Enterprise adoption of Claude Code now centers on two complementary controls.
Hyperscalers face a stark energy bottleneck despite surging capex.
Google now lets Gemini users disable visible watermarks on AI images, videos, and music while keeping SynthID and C2PA metadata active for verification. The toggle delivers creative flexibility without sacrificing backend accountability.
Governments operationalize AI sovereignty as strategic diversification rather than full self-sufficiency, spawning a commercial market for sovereign offerings. Stanford HAI's analysis questions whether these solutions deliver on their promises.
Procedural anchoring accounts for 65.7% of cases where skills help agents, compared to just 4.5% for explicit knowledge injection across 8,135 trials. Skills stabilize execution rather than supply facts.
NVIDIA commits $1.5B equity plus up to $105B credit support to SB Energy, locking exclusive NVIDIA AI factories at Ohio's PORTS-Pike campus.
Groq raised $350M at a $3.5B valuation, down from $6.9B, to shift from its own LPUs to operating Nvidia GPU clusters for AI inference.
Quantization and mixture-of-experts slash hardware needs far below raw parameter counts.