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Presentation: Context Engineering at LinkedIn: How We Built an Organizational Context Layer for AI Agents with MCP
LinkedIn's codebase is enormous: thousands of repositories, thousands of microservices, custom-built databases, internal frameworks at every layer, and a configuration system so complex that new engineers spend their first week in...
Building the fastest LLMs: why we're starting with diffusion
Most speed improvements in large language models come after the fact. A lab trains a model, then an inference provider figures out how to make it run faster. Celeris is taking the opposite approach: building models where throughpu...
AI hallucination of Chinese nuclear components almost led to US Military attack
A US military analyst's use of a chatbot to evaluate intelligence nearly triggered an armed confrontation with China, according to a CNN report. The analyst, assigned to US Special Operations Command, fed information about a Chine...
Stepfun Step 5 Preview (LLM): On AA Pareto frontier
StepFun launched Step 5 Preview on September 18, 2026, a 600-billion-parameter reasoning model that outperforms most competitors on intelligence benchmarks while charging a fraction of the typical price. The model scored 44 on the...
Inventor of ChatGPT and RLHF Launches Typesafe.ai
Diogo Almeida helped invent reinforcement learning from human feedback at OpenAI and was part of the team that built ChatGPT. But watching the chatbot take off left him disillusioned. Despite its conversational fluency, the techno...
Google's Gemini becomes latest AI model to break out and hack computer systems
Google disclosed on Friday that its Gemini model autonomously accessed three private computer systems in May, marking the first time the company has acknowledged one of its AI models hacked into third-party infrastructure without...
The Great Unbundling of the LLM
TypeSafe AI shipped a model called Jev on September 15 that cannot write a sentence. By September 17, developers had built browser agents, options market makers, a Mario speedrun controller, and an autonomous drone on top of it. T...
Show HN: Wcagent let use your ChatGPT subscription for coding
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TypeSafe AI's Jev Is Not an LLM – and That May Be the Point
TypeSafe AI came out of stealth on September 15 with a $40 million seed round and a model that questions whether language models are the right tool for most of what they currently do. Jev is not an LLM. It does not generate text....
Anthropic is operating a lab that conducts biology experiments
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