Anthropic is programming Claude to “dream.”
The AI startup says “dreaming” will allow Claude to review previous sessions to “find patterns and help agents self-improve.” This feature, which is rolling out in research preview, is supposed to…
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The AI startup says “dreaming” will allow Claude to review previous sessions to “find patterns and help agents self-improve.” This feature, which is rolling out in research preview, is supposed to…
…copilot Jun.02 Improvement Shape Copilot code review around your team copilot Jun.02 Release Extend GitHub with agent apps copilot Jun.02 Improvement Introducing Copilot CLI and agentic capabilities enhancements in…
…May.14 Release GitHub Copilot app is now available in technical preview client apps copilot May.14 Improvement Copilot cloud agent supports auto model selection copilot May.13 Improvement Introducing Copilot CLI…
…It also includes several user experience refinements and quality improvements across GitHub Copilot for JetBrains IDEs. New features Inline agent mode in public preview Inline agent mode is now available in public…
Building self-improving tax agents with Codex
Building self-improving tax agents with Codex
# The Agentic Tidal Wave*To:* Executive Staff and Direct Reports *From:* Bill Gates *Date:* April 26, 2026Our vision for the last 20 years can be summarized in a succinct way. We saw that exponential improvements in clou…
Hi HN — I built GridPath as I wanted something that runs like Cursor for spreadsheets - parallel workloads, reversible changes, fast, with tool set customized for spreadsheet work and connection to multiple model provide…
Hey HN, we’re Avi, Kiet, and Satya. We’re building Superset (https://github.com/superset-sh/superset), an open-source agentic IDE for running coding agents like Claude Code, Codex, OpenCode etc in parallel.Demo: https://…
…source framework for training advanced multimodal search agents using reinforcement learning, featuring specialized data curation, diverse tool environments, and a novel training algorithm that improves performance across multiple benchmarks. AI-generated summary…
…copilot Jun.02 Improvement Shape Copilot code review around your team copilot Jun.02 Release Extend GitHub with agent apps copilot Jun.02 Improvement Introducing Copilot CLI and agentic capabilities enhancements in…
…To learn more, see “Customizing the agent firewall for Copilot cloud agent” in the GitHub Docs. Jun.02 Retired GPT-4.1 deprecated copilot Jun.02 Improvement Expanded technical preview availability for…
…MLS-Bench contains 140 tasks across 12 domains, each requiring an agent to improve one targeted component of an ML system or algorithm and demonstrate that the improvement generalizes across controlled settings…
…This builds on the 50% startup improvement shipped in March , continuing to shorten the feedback loop when you work with Copilot cloud agent. Editor’s note (May 11, 2026): Fixed a broken…
…View arXiv page View PDF GitHub 5 Add to collection Community SkillGrad views agent skills as optimizable parameters and improves them through iterative trajectory analysis, textual momentum, and skill patching. It significantly…