Deep Learning

559 articles found

AI Coding Tools Show 80-90% Acceptance Rates, But Real-World Revisions Slash Effectiveness to 10-30%

AI Coding Tools Show 80-90% Acceptance Rates, But Real-World Revisions Slash Effectiveness to 10-30%

Apr 19, 2026
TechCrunch

AI coding tools like Claude Code and Cursor boast 80-90% initial code acceptance rates, but real-world effectiveness collapses to just 10-30% after required revisions, with AI users generating 9.4x more code churn and heavy token users achieving only 2x throughput at 10x the cost — yet adoption continues accelerating despite …

Anthropic Releases Claude Opus 4.7 With Smarter Coding, Adaptive Reasoning, and New Effort Controls

Anthropic Releases Claude Opus 4.7 With Smarter Coding, Adaptive Reasoning, and New Effort Controls

Apr 17, 2026
Claude

Anthropic releases Claude Opus 4.7, its most powerful coding and agentic model yet, featuring adaptive reasoning that dynamically allocates thinking resources, a new 'xhigh' effort tier, and smarter bug detection — but users must adjust prompting habits as the model defaults to leaner, less verbose responses than its predecessor.

OpenAI Launches GPT-Rosalind, A Frontier AI Model Built For Life Sciences That Outperforms Human Experts On Key Biology Benchmarks

OpenAI Launches GPT-Rosalind, A Frontier AI Model Built For Life Sciences That Outperforms Human Experts On Key Biology Benchmarks

Apr 17, 2026
OpenAI

OpenAI launches GPT-Rosalind, a frontier AI model purpose-built for life sciences that outperforms human experts above the 95th percentile on RNA sequence-to-function tasks, beats competitors on key benchmarks, and is now available in research preview for U.S. Enterprise customers through partnerships with Amgen, Moderna, and the Allen Institute.

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