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Launch HN: Agent37 (YC F26) – Low-cost agent sandboxes for running agents
Agent37, a Y Combinator F26 startup, offers sandboxes for running AI agents at under 10% of typical provider costs. Customers pay an average of $0.37 per month per sandbox, and the company now provides a free tier used by more tha...
Show HN: Boole-1.7B, a 1-bit LLM that outperforms Bonsai-1.7B
Precision Numerics has released Boole-1.7B, a 1-bit language model derived from Qwen3-1.7B. The model occupies 247 MB of stored weights and scores 50.55 across ten benchmarks, compared with 58.83 for the BF16 baseline. That result...
Can Language Models Play the Wikipedia Game?
Language models increasingly support or automate information retrieval from document collections too large to index. This task becomes difficult when it requires specialist linguistic or scientific knowledge. Hickey, Knight, and B...
RATED: Reliability-Aware AI Agent Tool Retrieval via Execution Dynamics
AI agents increasingly rely on external tools for task completion. When retrieval selects an unavailable or broken tool, the agent fails silently or loops unnecessarily. Existing methods prioritize semantic similarity but treat to...
X-AgentRed: Red-Teaming Personal Agents in Evolving Multi-Service Ecosystems
Personal agents connect to services across the web and applications through tools. As accumulated effects interact across services, unintended or harmful outcomes can arise when agents fulfill benign user requests. Proactively ide...
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...