Topic: claude opus
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16 AI Agents Team Up to Build a New C Compiler
Anthropic researchers successfully used sixteen autonomous AI agents to collaboratively build a functional C compiler from scratch, managing a shared codebase and resolving merge conflicts without a central overseer. The resulting 100,000-line Rust compiler demonstrates strong capability, passing...
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GPT-5 Matches Human Performance in Diverse Jobs, Says OpenAI
OpenAI's GDPval benchmark evaluates AI performance against human professionals in key economic sectors, showing models like GPT-5 and Claude Opus 4.1 are nearing expert-level quality in tasks such as report generation. The benchmark focuses on 44 occupations across nine major industries, with ini...
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Tracking AI's Rise and the Future of Nuclear Power
Recent AI models like Claude Opus 4.5 are advancing faster than predicted, but true capability requires careful evaluation beyond dramatic performance benchmarks. Surging electricity demand, partly from AI, is driving interest in next-generation nuclear power, such as small modular reactors, for ...
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Stop Managing AI Bots, Start Leading Them
Major AI companies are shifting from conversational tools to managed "agent teams" that execute tasks in parallel, a vision that contributed to significant market volatility despite unproven effectiveness. Current AI agents require substantial human oversight to correct errors, and there is no ev...
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10 Hard-Earned Lessons from AI Coding Burnout
AI coding assistants excel at rapid prototyping and generating boilerplate code but are poor at architectural design and solving novel problems, requiring strong human oversight. Effective use involves breaking projects into small, discrete tasks and providing exhaustive context in prompts, as AI...
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Google's Gemini 3.1 Pro Boosts Complex Problem-Solving
Google has released Gemini 3.1 Pro in preview, offering enhanced reasoning and complex problem-solving abilities, continuing its rapid AI innovation pace. The model shows significant benchmark improvements, notably more than doubling its score on a logic puzzle test and achieving a higher score o...
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