Results for “agents”

…like K-Means and DBSCAN. Agonizing Over Agent Behavior: The agents' integration with tools sparks a conversation led by @mst2205, expressing challenges in getting agents to understand and combine results from different query engines. The…

…multi‑threaded speedups; uv already supports it (@_avichawla). Agents, Tool Use, and RL Claude Code and sub‑agent orchestration: Multiple reports that orchestrator + specialized sub‑agents (coders, searchers, verifiers) dramatically…

…and web interactions with minimal overhead. OpenAI's Realtime Agents Explore Advanced Patterns: OpenAI released a demonstration of advanced, agentic patterns built on top of the Realtime API in their openai-realtime-agents GitHub…

…Claude Opus 4.5, a new flagship model excelling in coding, agents, and tooling with a significant 3x price cut compared to Opus 4.1 and improved token efficiency using 76% fewer output tokens. Opus 4.5 achieved a new SOTA on SWE-bench…

…makes ordinary weaknesses more expensive for defenders. LLM agents bring a step increase in the number of paths an attacker can test, the speed at which failed paths can be replaced, and the volume of evidence defenders must interpret. What…

…Use: There's a noted 50% increase in token usage when LangChain agents employ tools, attributed to the tools' process of data retrieval and tokenization. While the system prompt is executed once for inference assumptions, not all tools…

…affecting model quality measurement. Discussions on coding agents and developer experience convergence continue in the AI community.

…API: @tonic_1 introduced the community to the Transformers Agents API from Hugging Face, noting its experimental nature and outlining the three agent types: HfAgent, LocalAgent, and OpenAiAgent for diverse model use cases. Seeking Clarity…

…modern generative requirements @sedielem, @cloneofsimo. Infra, agents, and platform updates vLLM inference and RL: vLLM explained continuous batching from first principles @remi_or_ and, with UnslothAI + TorchAO, added FP8 GRPO: ~1.4×…

…product updates: GPT-6 Astra Pro in ChatGPT now runs multiple agents on parts of a task in parallel, with faster responses and better tool use (OpenAI). GPT Live 1.1 improves multilingual voice, and nine new presets were recorded with…

…is speculation that OpenAI's May 15th announcement will include agents, Q-type algorithmic improvements, and architectural upgrades that will "feel like magic"*. Some in /r/LocalLLaMA expect a voice assistant like the AI in the movie "Her".…

…it to ML iteration; his longer post shows a workflow where agents write/maintain tests, and the human watches diffs/traces to stop suspicious patterns (thread). Reusable “skills/subagents” compound: A widely shared playbook is to invest in …