Super cool to see Nous growing like this! Open-source AI models competing with the big labs on actual usage, not just benchmarks, is huge.
AI
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Infrastructure Failures Over Human Error in AI Systems
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Full trust. In this case the problem wasn’t the person, it was infra that was error prone. Anyone could have made this same mistake by accident.
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Vibe coding Chrome extensions with Claude to avoid malware risks
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I think I'll just vibe code all my Chrome extensions with Claude Code to avoid having to use any and being dependent on someone getting bribed to add malware to their extension It's not a question IF it happens, just WHEN
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AI Model Competition Driving New Economic Incentives
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The token wars are getting interesting haha. Soon they'll be paying us to use the models.
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Analyzing the Agentic Architecture Behind Claude Code
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Anthropic accidentally leaked 512,000 lines of Claude Code's source. Not everyone noticed the real moat. It's not the model. It's the harness around it: 1. A self-healing query loop that recovers before failing
2. A background memory system that cleans up between sessions
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OpenAI Requires Certification for GPT-5 Access
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BREAKING: OpenAI now requires Prompt Engineering Certification to access GPT-5. Users must pass a 40-question exam. Sam Altman: ‘We’re tired of people writing bad prompts and blaming the model.
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DeepPresenter: AI Framework Masters Dynamic Human-Like Presentations
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Can AI truly master the art of dynamic, human-like presentation creation? Researchers from the Chinese Information Processing Lab and the University of Chinese Academy of Sciences unveil DeepPresenter. This innovative AI framework introduces "environment-grounded reflection,"
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Sabbatical for OSS Contributions and Rust Career Growth
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Taking a sabbatical to contribute to OSS and learn in public is something. Hope you find a great Rust gig soon!
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New scalable method for evaluating 15 LLM AI models published
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The current science of evaluating AI models, such as primarily relying on benchmarks, is far from optimal. @Nature today a new scalable way used to assess 15 LLMs with absolute demand scales, enhancing predictor power and expandability nature.com/articles/s41586-0…
→ View original post on X — @erictopol, 2026-04-01 15:13 UTC
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DeepReinforce Wins Top Spot in AI Contest
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DeepReinforce took first place in a competitive programming contest, with its AI Agent, outperforming all human contenders. Earlier, the previous best result was achieved by Gemini 3.1, hitting 8th place in February 2026. "GrandCode is a multi-agent AI system powered by