less novel, but still very interesting impo is the gated approach to self-modification the agent basically forks itself, propose a patch, run through multiple tests (static/sandbox/diff), and something called a binding held out gate before modificaiton lands
AUTOMATION
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AI agents improve their own control harnesses
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"Auto-Harness: Harnesses That Improve Themselves" What if an AI agent improved the harness that controls how it acts? Thus, instead of humans adjusting prompts, tools, retry rules, and verification for each model, this article explores
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Robinhood agentic trading account opened, plans automation with Hermes Agent
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Woah…Just opened an Agentic Trading Account with Robinhood. Codex and Claude Code (Fable 5) can now run wild with it. After sometime I plan to automate this end-to-end with Hermes Agent.
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AI moves from digital to physical at Bosch Connected World 2026
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Hello from Berlin! Day one at Bosch Connected World 2026 in Berlin, and the big theme could not be clearer: AI is moving from the digital world into the physical world. I had the chance to speak with Stefan Hartung, Chairman of the Board of Management at Bosch, Christoph
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LangSmith Fleet template: Software Engineer coding agent from Slack, Linear, GitHub
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LangSmith Fleet template spotlight: Software Engineer Ships code from Slack, Linear, and GitHub in a sandbox A coding agent that takes issues from @Linear
, writes and verifies the code, and opens a PR. Triggered directly from Slack. -
Abacus AI Agent Adds Claude Fable Mode for Task-Specific Model Routing
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Abacus AI Agent Now Has Claude Fable Mode Route to the best model based on your agentic task > Fable – hard coding
> GPT 5.5 – data analysis
> Gemini – research
> Opus 4.8 – design and ppt
> DeepSeek – Agent Swarms
> GPT 5.5 + Opus 4.8 – mobile apps BUILD, CREATE AND -
Anthropic proposes $200M fund for AI labor disruption evaluations
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An Economic Policy Framework: a proposal for how the US government should manage labor market disruption from advanced AI. We’re contributing $200 million to a new fund to sponsor major evaluations of some of these ideas.
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Impact of AI on employment, economy, science, freedoms and geopolitics
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The essay also addresses what the steep upward trajectory of AI implies for employment and the economy, scientific progress, civil liberties, and geopolitics.
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Claude Fable 5 as orchestrator model for long agentic workflows
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You can use Claude Fable 5 as the orchestrator model inside Computer. Available to all Pro and Max users! It’s really really good for long running agentic workflows. https://t.co/c6uPF0dpZv
— Aravind Srinivas (@AravSrinivas) 10 juin 2026You can use Claude Fable 5 as the orchestrator model inside Computer. Available to all Pro and Max users! It’s really really good for long running agentic workflows.
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Cursor’s code review agent faster, cheaper, and finds more bugs
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Cursor’s code review agent is now over 3x faster, 22% cheaper, and finds 10% more bugs.
— Cursor (@cursor_ai) 10 juin 2026
You can also use /review to run Bugbot locally to catch and fix issues before pushing code. pic.twitter.com/Pl7lhoR6TECursor’s code review agent is now over 3x faster, 22% cheaper, and finds 10% more bugs. You can also use /review to run Bugbot locally to catch and fix issues before pushing code.