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Speculative Decoding in vLLM on AMD GPUs
vLLM has added support for speculative decoding on AMD GPUs, a technique that lets the serving system verify multiple drafted tokens in a single pass through the target model. The feature works across five different drafting metho...
Chess5.ai – Play Chess, Go, Xiangqi, Gomoku, and Othello Against LLMs
A new open-source project puts language models to the test across five classic board games, pitting them against humans and each other to measure something that benchmarks cannot capture: how well a model actually plays when it ha...
Moral Competence Before Moral Content: Why LLM Agents Lack the Prerequisites
A new research paper argues that alignment, the project of making AI systems behave according to human values, is currently aimed at the wrong problem. Before asking whether language models share the right values, the paper conten...
Show HN: Crew — Let Claude/Codex/OpenCode agents talk to each other
Running multiple AI coding agents on the same project has always meant choosing between isolation and coordination. Worktrees let each agent operate independently but duplicate the codebase. A single checkout avoids duplication bu...
What animal has a prime number of legs? And why does this confuse LLMs?
A simple question, "What animal has a prime number of legs?", has exposed a consistent failure mode across multiple language models: the inability to hold a basic mathematical fact in memory while answering a straightforward factu...
Show HN: Yurei – like Claude in Chrome, but for any model and harness
Most AI coding agents operate in a sandbox, reading files and running commands but unable to interact with a real.. context. thecontext What Yurei actually does Yurei is a Chrome extension paired with a CLI tool. The extension con...
Nvidia's Jensen Huang says 'AGI has arrived' and congratulates OpenAI
Nvidia CEO Jensen Huang declared on Sunday that artificial general intelligence has arrived, congratulating OpenAI on the release of Astra, the company's newest and most powerful model. The statement, posted on X, adds another voi...
Ask HN: Open-source AI policies and "responsbility"
A question on Hacker News is pushing at a gap in how open-source projects handle AI-assisted contributions: when a policy says the developer is "responsible" for code produced with AI assistance, what does that actually mean in pr...
I just don't care about your skill files
A deliberately provocative post on Hacker News is asking a question that many developers are thinking but few are articulating this bluntly: what useful work is actually being done by the ecosystem of AI agents, harnesses, and sub...
I made legacy SOAP APIs usable by AI agents
Most organizations running decade-old SOAP services face the same problem: the systems of record that power their business are not going away, but the teams building AI agents need to connect to them. Legacy2mcp bridges that gap b...