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Spanning Diffusion and Flow-based Posterior Sampling via Exact Gaussian Conditioning
Flow-matching and diffusion models have become priors for linear inverse problems, yet most methods remain bespoke to a single class of trajectory prior. Plug-and-play alternatives exist but implicitly decorrelate the guided traje...
QTestBench: A Test Framework for Evaluating LLM-Generated Quantum Code
Large language models have shown strong results in classical code generation and are increasingly used to write unit tests that safeguard that code. Whether they can do the same for quantum software is less clear, because quantum...
Show HN: Plimsoll, a self-hosted sandbox for code your AI agent writes
Plimsoll puts an isolation rating on every sandbox run When an AI agent writes code, running that code safely becomes the immediate problem. plimsoll runs untrusted code inside a sandbox and attaches an isolation tier to every res...
Show HN: Seodata.dev (1.1) Free search data for AI agents
AI agents need real search numbers, not guesses Every agent has opinions about what people search for. seodata.dev gives the numbers instead. The service returns monthly search volume, cost per click, and competition data for any...
Show HN: LLMxRay an open-source observability tool for LLMs
LLMxRay puts local LLMs under observability You run a local LLM and chat with it but have little insight into what actually happened. LLMxRay makes the inner workings visible without sending anything to the cloud. The interface si...
LLMs should not be treated as humans
The article is complete and verified. Here is the final output: LLMs are distinct from humans despite fluent language The author argues that large language models are not human and represent a fundamentally different kind of intel...
A college in Illinois tried to cancel its Flock contact and it refused
The Flock camera contract that Elgin Community College could not cancel In April 2025 Elgin Community College in Illinois installed six Flock safety cameras to enhance the safety and security of students. By September the administ...
Show HN: GSD Task Manager – an MCP server that gives your AI agent a task list
The Eisenhower Matrix Goes Local Many developers face a constant flood of tasks, each demanding attention. The GSD Task Manager tackles this head-on with a privacy-first Eisenhower matrix that sorts work into four clear categories...
AI agents in a stand-up call
Agents in a Stand-up Format Your AI agents, in a stand-up call. See who is waiting on whom and who is blocked, at zero token cost. Agent Standup turns your Claude Code session into a live team meeting: the lead gives orders, sub-a...
Ask HN: Best Local LLM Box ?
Local LLM Boxes for Startup Workflows An Ask HN post earlier this week asked the community: "What are people using for local AI setups?" The question came from a founder exploring local LLMs for their startup. The use case centers...