What Is an AI Harness? Claude Code and Codex Explained
AI harnesses like Claude Code and Codex control how models act. Learn the five components: context, memory, tools, verification, permissions.
4,451 stories
AI harnesses like Claude Code and Codex control how models act. Learn the five components: context, memory, tools, verification, permissions.
Jev filters emails and news far faster and cheaper than an LLM. Here's how the decision model works and when it actually pays off.
Have an idea for a lesson illustration, a project chart, or a comic for your next presentation? Nano Banana 2.1 lets you explore these formats with text prompts, making it easier to try different visual styles without switching between tools.
Scientists worry that increasingly capable large language models will beat them to discoveries.
The best IT automation software depends on what you’re automating. Here’s where six popular tools fit and what each brings to your IT stack.
Compare the best Zapier alternatives for workflows, AI agents, self-hosting, and recurring automation, with an honest guide to when you should keep Zapier.
Learn how AI agents can turn user corrections into evaluated, reusable behavioural guidance without retraining the underlying model.
Explore how production outcomes, successful actions and failed paths can provide evidence for improving AI agent behaviour.
Learn when AI agents should act, request approval or escalate, and how human corrections can become reusable, controlled behavioural learning.
We’re experimenting with exactly this in an AI SEO project we’ve been building over the last few months.
I compared 7 Salesforce AI tools for Service Cloud on where they work, what they learn from, what your org needs first, and what they cost.
Voice AI that transfers to a human when it cannot answer only works if the handoff logic is built first, not last, support leaders.
Ancient Slashdot reader williamyf writes: If you thought the gender pay gap was not real, and that there were no biases in the workplace, think again: A recent study from the University of Limerick found that, in a VR office setting, AI agents -- not even humanoid robots -- that presented…
OpenAI says an unreleased internal model has produced 372 results that either resolve or make substantial progress on open problems in mathematics and theoretical computer science. The company says almost all were generated by a single AI agent from a single prompt.
Claude Haiku 5.5 is Anthropic's new small model. Its tiered price, Anthropic's own scores and how to pick it in Claude Code, checked 8 Oct 2026.
GPT-6 with Intelligent UI in ChatGPT: Plus, Pro, Business and Enterprise from 7 Oct 2026, then Free and Go. Codex models are not changing in this release.
Persistent memory allows an LLM agent to carry experience across conversations, but it also turns a local reasoning mistake into a durable one. During deliberation, an agent may consider a plan, simulate a tool result, report another speaker's belief, and then reject all of them.
Steering an LLM agent means deciding whether to correct it, at which step, and with which mechanism. Uncertainty is often used to decide when to correct an agent, but whether it can guide these decisions remains unclear.
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