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Originally appeared on Aha! Engineering Blog.I recently had a conversation with an engineer on our team about working with AI. He was frustrated with some of the work he had been d...
Nishant Gupta of Meta on the patterns that keep probabilistic AI agents safe in production: tool contracts, policy gates, budgets and replayable traces.
Bounded generation: Let AI choose within a space where a deterministic engine guarantees validity. Most attempts to put AI into design tooling adopt a generate-then-fix flow: the m...
In the space of a month, a new category of AI model went from nonexistent to everywhere. TypeSafe AI released Jev on September 15 and called it a System One model, a nod to Kahnema...
Memento 3, from Huawei Noah's Ark Lab, UCL and partners, writes its own rulebook and code world model. On a frozen Claude Opus 5 it scored 100 RHAE on the ARC-AGI-3 public set.
A panel discussion on “Catalysts of Sensors Innovation” at Sensors Converge 2026 brought out diverse views on the potential for physical AI innovations.
The next breakthrough in enterprise A.I. may not come from models that reason more deeply, but from systems that know when to rely on established rules instead. Campfire’s John Gla...
by Clémence Bergerot, Pawel Romanczuk, Wolfram Barfuss Understanding how cognition shapes behavior across contexts remains a fundamental challenge for many disciplines. In particu...
The integration of Large Language Models (LLMs) into financial technology introduces a fundamental engineering challenge: financial systems require absolute mathematical determinis...
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A model does not have to be smarter than us to be a problem. It needs a goal that it is certain about, the resources to keep pursuing it, and no one watching. Two of those three ex...
Able to defeat top-ranked human players and more efficient than other models, the new system could help decision-makers in military maneuvers or business negotiations.
Health insurance organizations face a fundamental technology mismatch.В Claims processing, prior authorization, utilization management, risk adjustment, and member benefits operat...
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AI coding agents are moving software automation beyond code completion toward systems that can inspect repositories, choose tools, edit files, execute tests, and iterate until an e...
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The “HardFlow” algorithm could help generative AI models produce high-quality outputs that obey strict requirements when “pretty close” doesn’t cut it.
AI agents extend language models from simply generating responses to carrying out goal-oriented workflows. By combining reasoning, tool use, feedback, and control logic, agents can...
The most consequential deployment of agentic AI this year isn’t happening in a chatbot or a copilot. It’s happening on the shop floor, where software is beginning to decide, on its...
Anthropic’s CEO and co-founder, Dario Amodei, states that 'a team of embedded third-party evaluators' must be put in place to curb AI's development, or else an AI 'swarm' botnet wi...
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Just days after a Fields Medalist predicted that an AI would solve the puzzle, Anthropic succeeded
Agentic AI, artificial intelligence that can act on a user’s behalf, has always been the goal for frontier model developers. This month, the industry leader, OpenAI, took a major s...
Agentic AI architecture splits planner, generator, and evaluator roles. Why a generator cannot grade its own output, and how to wire an independent evaluator.
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