84% of developers use AI to code. 24% trust what it writes. Compliance has moved to the govtech center. Innovation stalls before guardrails land on reeal evidence. Read @DominoDataLab
's Chris Elsins in @ComputerWeekly on why calibration matters:
LLMS
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AI coding: 84% usage, 24% trust, calibration crucial
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Fugu-Ultra live on OpenRouter, sharing vision of collective intelligence
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Fugu-Ultra is now live on @OpenRouter
! We share a core vision with the OpenRouter team: the future of AI isn’t a single monolithic model, but the collective intelligence of the world’s best models working together. Try it: https://
openrouter.ai/sakana/fugu-ul
tra
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Jalapeño: new LLM inference hardware with incredible perf per watt
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Introducing Jalapeño — designed from scratch for LLM inference over nine months, accelerated by our models. Perf per watt looking incredible.
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Langchain webinar on Agent Development Lifecycle 101 today
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Happening today! https://
events.langchain.com/webinar/the-ag
ent-development-lifecycle-101/
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AI reasoning model finds missed genetic link in children
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3/ They gave the cases to a reasoning model, OpenAI's o3 Deep Research. The human genome has around 20,000 genes. The model read each child's symptoms, their genetic data, and the medical literature, looking for the one link a person might have missed.
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Stony Brook researchers propose roadmap for self-improving LLMs
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What if AI could train itself better than humans can? Researchers from Stony Brook University's Zesearch NLP Lab lay out a roadmap for self-improving LLMs. Their framework turns model development into a closed loop: models generate their own training data, pick the most useful
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iFixAi: free plugin to audit your AI with Claude
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AHORA PUEDES PONER A CLAUDE A AUDITAR TU AGENTE DE IA
— Nico (@nicos_ai) 24 juin 2026
Acaban de sacar un plugin gratis que pone a Claude a encontrar los fallos y puntos ciegos de tu IA antes de que la cosa explote
Se llama iFixAi.
Abres el repo en Claude Code y le dices “audita mi IA”
A partir de ahí Claude… pic.twitter.com/vwFz0DRNxqNOW, YOU CAN HAVE CLAUDE AUDIT YOUR AI AGENT They just released a free plugin that has Claude find the flaws and blind spots of your AI before it blows up It's called iFixAi. You open the repo in Claude Code and tell it "audit
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Stanford HAI study evaluates AI chatbots as news intermediaries
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Can AI chatbots be trusted as news intermediaries? A new study partially supported by @StanfordHAI evaluates the promise and risks of consuming today’s headlines through AI. @james_y_zou @suzgunmirac https://
hai.stanford.edu/news/reading-t
odays-headlines-through-ai-a-real-time-audit-of-six-commercial-chatbots
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OpenAI and Broadcom unveil the Jalapeño chip for LLM
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NEW OPENAI CHIP! OpenAI and Broadcom have just announced the fruit of their collaboration, Jalapeño, their new chip for LLM inference, designed in only 9 months! The chip adapts to the inference needs of OpenAI's roadmap, obtaining,
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Claude Code as document processing agent preserving structure and reading order
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Turn Claude Code into a document processing agent! Traditional OCR extracts text but loses critical information. Table structures with merged cells disappear. Relationships between charts and captions break. Multi-column reading order gets scrambled. That's why most document