Describe a task in a short prompt. Fleet devises a plan, takes action, and works with the applications your team uses daily. Turn a chat into an agent in just a few clicks.
AUTOMATION
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Frontier computer-use agent fails on 21 of 25 electrical engineering tasks
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New research: we partnered with @francedot and @ddupont808 at @trycua to stress-test a frontier computer-use agent on real electrical engineering tasks.
— Snorkel AI (@SnorkelAI) 15 juin 2026
25 expert-authored KiCad tasks. 4 passed. 0 build-from-scratch tasks succeeded.
The failure modes are concrete and they point… https://t.co/qHDpHC4jFFNew research: we partnered with @francedot and @ddupont808 at @trycua to stress-test a frontier computer-use agent on real electrical engineering tasks. 25 expert-authored KiCad tasks. 4 passed. 0 build-from-scratch tasks succeeded. The failure modes are concrete and they point
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Voice control agent builds concept, cast, storyboards, and shots
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Use voice control (very beta), or simply type to have the agent build everything from concept, to cast, to storyboards and generations.
— Pika (@pika_labs) 15 juin 2026
Shots are generated directly from approved boards, and automatically placed in both your timeline and your asset library.
Editing happens via… pic.twitter.com/1JtzZJKLklUse voice control (very beta), or simply type to have the agent build everything from concept, to cast, to storyboards and generations. Shots are generated directly from approved boards, and automatically placed in both your timeline and your asset library. Editing happens via
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100+ prompts for agents with Codex /goal checking on Fable launch
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I've created a list of 100+ prompts for the equal number of different agents and I have Codex with /goal checking on Fable launching every 5 minutes so that I can unleash them when it happens.
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Companies deploying physical AI for cable handling and welding
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Companies including Cambrian Vision, Inbold, and Path Robotics are deploying physical AI systems for tasks from flexible cable handling to autonomous welding. #IIoT #PhysicalAI #ManufacturingRobotics pic.twitter.com/cq9eM1AvSe
— Lucian Fogoros (@fogoros) 15 juin 2026Companies including Cambrian Vision, Inbold, and Path Robotics are deploying physical AI systems for tasks from flexible cable handling to autonomous welding. #IIoT #PhysicalAI #ManufacturingRobotics
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AI-powered oven toasts bread using camera and NVIDIA Jetson
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My whole life is that way. My toast was toasted by an oven with a camera that looked at the toast, sent that to an NVIDIA Jetson card, and an AI decided how long to toast it. What a world!
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How AI agents transform version control and branching strategies
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While the paper does not contain a standalone section exclusively focused on traditional version control systems, it outlines how version control, repository management, and branching strategies change when working with AI agents. Like treating Agent Context and Rules as
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Arcade Launch: Thousands of Tools with LangChain No-Code
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congrats to arcade for their launch!
— Harrison Chase (@hwchase17) 15 juin 2026
they make it super easy to use thousands of tools
if you want to try them out with langchain – easiest way is probably our no-code agent builder: https://t.co/jRHHHwQMHh https://t.co/WTlTJDkfnRCongratulations to Arcade for their launch! They make it super easy to use thousands of tools. If you want to try them with LangChain – the simplest way is probably our no-code agent builder: https://docs.langchain.com/langsmith/fleet/arcade …
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OrcaRouter detects hallucinations and ensures reliability
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A model has a bad day and your output collapses.
OrcaRouter makes reliability structural, not a matter of luck.
If a leg hallucinates, the judge detects it and provides the answer that holds the road. -
Robot drives to EdgeCity for world model talk
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I'm on the way to the @JoinEdgeCity conference where I'm giving a talk on world models. My robot's driving (actually a world model), and I'm reading this getting me up to date. It is a two-hour drive. And I am on an audio space here on X. Life is awesome. Great write up