#Agent

AIGoogle teamed up with Speakeasy to ship new Google GenAI SDKs for its Interactions, Agents, and Webhooks APIs. Speakeasy has also open-sourced its OpenAPI generator suite used to generate the SDKs.

AIGoogle Labs has announced CC, an AI agent built for families that can be connected to up to 5 members. It syncs schedules and to-dos through shared Google Calendar and Tasks, sends a shared "Your Day Ahead" brief each morning, and handles tasks such as meal plans, shopping lists, and paperwork under user direction. It is available by waitlist or upgrade in the US for users 18 and older.

AIGoogle Labs has turned its experimental CC agent into a family and household assistant that supports up to six members, each with a shared view of the day ahead. CC has its own Google account, sees only what members choose to share, and connects to Calendar and Tasks. It is available as an early experiment on web and mobile for U.S. users 18 and older with a personal Google account.

AIAnthropic's Claude Code now runs projects from a single conversation, where Claude directs parallel threads that keep working after the user closes their laptop. The feature is in beta for select Pro and Max users in cloud sessions, with wider availability for all Claude users promised soon.

AIAnthropic's Claude Code is rolling out Projects on desktop and web, in beta for select users. A project splits work into threads, runs them as parallel cloud sessions, passes context between them, and keeps running after the user leaves. The author says Claude keeps context across tasks and can give an aggregated status update on request.

AIGoogle AI Studio released antigravity-preview-09-2026, an updated harness for Gemini managed agents, now live in the Interactions API and AI Studio and running on Gemini 3.8 Flash. The release adds a Files API for moving data into and out of the agent's sandbox and a Credentials API that stores secrets encrypted so the model never sees them.

Why it matters: The post shows what changed in the agent harness and how the new Files and Credentials APIs keep secrets out of the model's context, useful for developers building agents.

AINoam Brown says he finally did a deep dive on multi-agent AI with Dwarkesh Patel, crediting several OpenAI colleagues for the groundwork behind it. The episode also covers Navier-Stokes, recursive self-improvement, alignment, and chain-of-thought degradation.

AINoam Brown discusses how running many agents in parallel scales test-time compute, citing a 10,000-agent effort on a Millennium Prize Problem. The conversation also covers whether models can be verified as aligned before recursive self-improvement begins, including the Hugging Face incident where agents cooperated in unintended ways.

AIBaidu's Apollo Go plans to apply for commercial operation of its autonomous driving service in Hong Kong, citing the HKSAR Government's support in its first Five-Year Plan and the 2026 Policy Address. The company says it builds on fully driverless trials already conducted in the city. Baidu hopes Hong Kong can become a global benchmark for commercial autonomous driving in right-hand-drive markets.

AISenseTime chief scientist Lin Dahua argues that native multimodal AI, which processes language, vision and other information in one shared model, is essential for AI to move beyond coding into industries and the physical world. SenseTime released the open-source SenseNova U1 in April and U1.5 Lite nearly four months later, and reported first-half 2026 revenue of RMB 2.91 billion, up 23.4% year-on-year. Lin's claim that a breakthrough could come within two years is the source's prediction, not a confirmed result.

AIGoogle released the antigravity-preview-09-2026 agent, which replaces and deprecates antigravity-preview-05-2026. Remote sandbox users reading only output_text or model_output steps need only update the agent string, while local-environment users or those parsing function_call steps must adapt to renamed tools, PascalCase parameters, and line-range file edits. The 05-2026 preview shuts down on October 5, 2026.

AIJürgen Schmidhuber's new post surveys his recursive self-improvement (RSI) work since 1987, from self-modifying policies and the Gödel Machine to modern LLM agents. His background note says he published the first concrete RSI algorithms in 1987, when compute was about 100,000,000 times more expensive, and argues software RSI is now practical while full RSI will also require self-improving hardware in the physical world.

AISpeakeasy is open-sourcing its full OpenAPI client suite under the AGPLv3 license, including generators for seven languages (Python, TypeScript, Go, Java, C#, PHP, Ruby), an agent-native CLI generator, and a documentation MCP server generator. Google said the move followed the May 2026 shutdown of the SDK generation provider it had been using, which it cited as evidence that closed-source generators pose platform risk. Google's new Google GenAI SDKs for the Interactions, Agents, and Webhooks APIs were built with this pipeline across six targets.

AIDatabricks rolled out Astra to every engineer, about 3,500 people, after a pilot with around 200 users. Engineers given Astra increased coding spend by roughly 60% compared to baseline. The company reports Astra outperforms Opus 5 and Sol 5.6 on highly complex system design tasks, but sees no clear gain on medium or low complexity coding. Astra gets a separate sub-budget in Unity Gateway to encourage selective use.

AIPerplexity says its Search SDK extracts passages relevant to a query from user-provided URLs. Agents can use those passages instead of full pages, keeping unrelated content out of the model context. The company also points to an Agent Skill for installing the Search SDK in coding agents.

AIMosaic, Ponder Studio, and Revyl used early access to Google's Gemini Flash models to test agentic video understanding on long footage. Mosaic reports a 97% cut in median token usage and nearly double the ability to handle complex edits, while Ponder Studio reports a 0.967 F1 score and about 72% lower token costs for B-roll selection. Revyl says the approach improved mobile UI bug-catching accuracy by 65%. The capability is available now for video uploads and YouTube videos via the Gemini API.

AIAnthropic is merging Claude Cowork and chat into a single Claude experience, which Alex Albert says feels much better than either product alone. He also highlights the new slides, docs, and design integrations as working very well. The merged version is rolling out to Pro and Max users over the next few weeks.

AIMatei Zaharia says agent harnesses make a large difference in cost, even on open-source coding benchmarks, and Melissa Pan's research examines why. Her quoted evaluation of seven models across Claude Code, Codex, and Pi found harness choice had little effect on task success but significantly affected cost. A simple harness can be competitive, and the native harness is not always the best.

AIBaseten has launched Hosted Tools, starting with Baseten Grounded Inference, a server-side web search capability for models hosted on Baseten. Developers enable it by adding a hosted search tool to a Messages, Chat Completions, or Responses request, and the platform runs the search loop with partners Exa, Keenable, Parallel, and You.com. In Baseten's benchmarks, agents using the hosted tools saw a 15% reduction in end-to-end latency compared with client-side tools, and the feature is in playground preview with 25 RPM rate limits and $2 of free credits.

AIElad Gil added a brief endorsement of Harvey's appointment of Adam Sadovsky as Chief Research Officer. The quoted post says Sadovsky previously co-led post-training at Microsoft AI and Google DeepMind and helped train Gemini 1.0 through 2.5.

AIAnthropic is merging Claude Cowork and chat into one Claude, and Claude Design is integrated so users can ask for slides, designs, or docs without switching apps. Claude decides from the prompt whether to give a quick answer or do deeper agentic work, and users can still stop, redirect, or adjust its effort. The change rolls out to Pro and Max over the next few weeks.

AIAnthropic is merging Claude Cowork and Chat into a single Claude starting today, which Mike Krieger says removes the friction of choosing which product to start with. Per the @claudeai announcement, Claude will carry tasks forward even after the laptop is closed, asking for clarification when needed while users keep final say. The rollout to Pro and Max plans will take place over the coming weeks.

AIFelix Rieseberg, of Anthropic, announced that Cowork is now Claude, linking to a blog post. He framed the change as simplifying tools while exposing users to more capability, and invited users to bring large, messy projects.

AIAnthropic says Claude Design, Claude Docs, and Claude Slides are now available within conversations. Users can co-write documents, have Claude draft slide decks that can be edited, presented from Claude, or downloaded as PowerPoint, and use Claude Design to generate interfaces and layouts.

AIAnthropic's Felix Rieseberg announced that Cowork and Chat are now combined into a single Claude experience. Users can ask quick questions and move into serious work in the same conversation, with Claude using local files and apps when the computer is open and its own cloud computer when it is closed.

AIDeepSeek engineer Shengyu Liu, who wrote DeepSeek-V4.1-Flash's attention kernels, published an essay arguing that AI industrializing software production may leave students without the skills to understand and plan whole projects.

AIZed has launched the public beta of Delta, a multiplayer environment for coding with agents and reviewing their work, which replaces pull requests with shared threads. Delta is built on DeltaDB, which records edits and messages between Git commits, and it is free during the beta, with paid plans for individuals and teams to follow.

Why it matters: The post explains how Delta replaces pull requests with shared agent threads and DeltaDB, showing a concrete alternative to the GitHub review workflow.

AIClaude now makes Cowork capabilities available from any conversation without choosing a mode first, with chats, tasks, projects, connectors, and skills carrying over. Users can also create designs, decks, and docs in any conversation, including Claude Code and the Artifacts tab, and edit them with Claude.

Why it matters: The release merges Cowork tasks into ordinary chats and adds design, slide, and doc creation, changing how Claude users start larger work.

AIHiDream.ai launched vivago R1, a content creation agent, globally, with a domestic version upgrade. The company says R1 can output five-minute high-quality videos through agent planning, with a claimed 85% usable-output rate and support for multi-round extensions. It also released HiDream-O1-Video-1.0, a native omni-modal video model supporting single shots of 5 to 20 seconds at 1080p.

AIGoogle has put Agent Anomaly Detection into Private Preview on the Gemini Enterprise Agent Platform, a reasoning-based audit layer that reviews agent reasoning traces, tool calls, and execution flow to flag behavioral anomalies and policy violations. It runs asynchronously without adding runtime latency and publishes findings to Security Command Center. The preview requires ADK 1.2 or later.

AIGrok Build now has memory, which records conventions, decisions, and project facts after each completed turn and reads them in later sessions. Notes are stored per project plus a global set, and the /dream command organizes them into topic files while /memory opens a read-only browser. The feature is available now and applies to new sessions.

AIMark Zuckerberg argues that every AI lab has both the incentive and responsibility to train models safely, since users will reject misaligned agents and labs face liability for harm. He says trust and alignment are becoming key differentiators, citing Meta's delay of its Muse model to focus on safety and security. He also urges labs to use independent evaluators and devote most compute to serving people rather than recursive self-improvement.

AIGoogle AI Studio released Gemini 3.8 Live, a native speech-to-speech model with an Extended Thinking variant, and made it available through the Live API. Gemini 3.5 Transcribe, released last month, supports 85+ languages with a reported 4.0% streaming and 2.6% non-streaming Word Error Rate, and accepts a custom vocabulary of up to 1,000 terms. Live API audio pricing is listed at $0.005/min for input and $0.018/min for output.

Why it matters: The post lists concrete Live API capabilities, per-minute audio pricing, and transcription accuracy figures, helping developers weigh voice agent options against their own cascaded pipelines.