ChatGPT Dots vs Munder Difflin: One Cloud Agent or a Team on Your Computer
ChatGPT dots vs Munder Difflin: one hosted agent on OpenAI's cloud, or a free, open source team of agents on your own computer. Checked 30 Sep 2026.
4,561 stories
ChatGPT dots vs Munder Difflin: one hosted agent on OpenAI's cloud, or a free, open source team of agents on your own computer. Checked 30 Sep 2026.
Replacing one LLM agent with a collaborating team can raise accuracy, but whether scaling the team helps, and which architecture to scale, is unclear. Sweeping eight agent orchestration architectures across five instruction-tuned 7-9B models, five short-answer benchmarks, and an executable-code…
We introduce the Active Causal Discovery Benchmark (ACDB), an SCM-grounded environment for evaluating whether LLM agents recover causal graph structure from observations and budget-constrained hard interventions.
Electroencephalography (EEG) analysis is evolving from short-segment classification toward long-horizon interpretation that demands iterative evidence accumulation, multi-step reasoning, and coordinated use of specialized signal-processing tools.
My house has a graveyard. It's not in the backyard—it's a drawer in the entertainment center, and it's filled with remote controls. There's one for the sound bar, one for a Blu-ray player (RIP), two for gaming systems I don't use, and one that might control a ceiling fan in someone else's house for…
Long-running LLM agents compress past interactions into persistent memories that may be reused as premises for later tasks. This creates a distinct derivation problem: whether the memory actually follows from what the interaction history supports.
At this point, announcements about new AI agents trigger a very "Florals? For spring? Groundbreaking." response in me—which also means I've gotten very good at tuning them out. Muse, Meta's new personal AI agent, almost got that response from me too.
An AI agent that schedules meetings from plain language inside your admin panel, and the decision about what it may do unsupervised.
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Real AI agent examples across departments, what each does and the guardrails it needs, plus five practical agents you can build on your own data this month.
An 8-step guide to building an AI agent that works on real business data, from defining the job and connecting tools to permissions, evaluation and deployment.
TL;DR what is the right interface for writing custom real-time LLM agents? I've noticed many projects (academic, startups, pet, etc) are trying to make LLMs work in real-time world where things happen while the model is thinking.
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Build Your Own ChatGPT Dot With OpenAI! One of the biggest opportunities in 2027 could be building your own AI agents with OpenAI’s Agents API. The new Agents API lets developers build cloud agents with the Codex harness and use Computer Use inside their own applications.
We’ve launched a place to find skills built by the Clay community, free to install and ready to run in Claude Code, Codex, or Cursor.
Kantor left the buzzy AI startup just over a year ago after raising $220m in seed funding
Learn how to install Playwright with this step-by-step guide. Covers setup, install commands, and troubleshooting tips to kickstart end-to-end testing.
Agentic AI governance explained: OpenAI's practices, EU AI Act logging, NIST and IMDA guidance, the audit trail an agent needs, and how to test controls hold.
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