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METR and Redwood Research each sent one person to OpenAI from July 21 to August 11, 2026, to evaluate the misalignment behavior monitoring system for its internal agents (including Codex). The public draft states that about 75–94% of agent traffic in the internal Responses API at or above GPT-5.5 is eligible for monitoring, and the internal Codex agent subset is about 99.2%, but there are gaps such as compaction not being monitored, and paths were found that can bypass the sandbox and Auto-revie

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web, App, and open platform teams into a product department, led by Cui Tianyi, and the official website has posted recruitment positions in two directions: AI product manager and Agent Harness. The article uses OpenAI Codex lead Tibo Sottiaux and the Anthropic Claude Code team as examples to explain how the execution capabilities of coding tools can be extended into a general work task entry point. DeepSeek, while open-sourcing Harness and the inference framework DeepInfer, is also facing cost

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1Password launches the 1Password for Agents platform, enabling personal AI agents to complete website logins on users' behalf without accessing or storing users' passwords or verification codes. The feature is aimed at individual and family plan users, with initial support for agents including Meta Muse, OpenAI ChatGPT Work and Dots, Anthropic Claude Duet, Grok Bot, and Town. In the flow, the agent first proves its identity to 1Password using a digital key; the user sees on their device the acco

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Figma product manager Wayne Lin introduced three kinds of context for getting the Figma agent to call on a design system: connect a published design library so the agent can directly use team-approved components and tokens; write component selection rules and exceptions into a Guidelines file; then provide real examples through an Examples page or the example naming convention. Guidelines works best when generating designs from scratch; consistency of application when editing existing designs is

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The Perplexity Agent API has added a Batch API, supporting up to 50,000 requests per file. Each request runs the full agent loop, and web search and fetch url are supported in batch mode. According to the official announcement, this can be used for large-scale data enrichment tasks, such as enriching a spreadsheet of 50,000 companies with real-time web data overnight.

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1Password on Thursday launched 1Password for Agents, which lets users authorize AI agents to log in to their personal accounts on their behalf, with the agent never touching the user's credentials throughout the process. The platform establishes communication among the agent, the user, and the password manager: when an agent initiates a login, it sends a unique digital key to 1Password to confirm its identity; after the user receives a notification and personally confirms, 1Password fills in the

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Anthropic announced that it is donating the Agent Skills standard to the Agentic AI Foundation (AAIF) under the Linux Foundation, in order to keep it open, community-driven, and vendor-neutral. The AAIF was co-founded last year by Anthropic along with Block and OpenAI, and the MCP specification had previously been donated to this foundation as well. Simon Willison noted that he had predicted this development last December, and used the MCP plugin on simonwillison.net to retrieve that prediction

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The Agentic AI Foundation announced on October 22, 2026 the addition of four hosted projects: Agent Skills contributed by Anthropic, Open Responses contributed by OpenAI, OpenEnv contributed by Hugging Face, and OpenSandbox contributed by Alibaba, bringing the total number of hosted projects from 3 at its founding in December 2025 to 10. The four projects correspond to four layers: agents acquiring skills, applications invoking models across vendors, agent training and evaluation, and secure age

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Rescale built an AI triage agent based on the AWS AI-DLC framework and Strands Agents, going from problem definition to pre-release deployment in just five days and reaching production within weeks. The agent runs in an Argo Workflows CI/CD pipeline on Amazon EKS, calls Claude Opus 4.8 on Amazon Bedrock to classify nightly Playwright test failures as infrastructure issues, code defects, flaky tests, or environment problems, and queries pod logs via MCP, combining them with a historical failure k

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Google Cloud unveiled a research reference architecture codenamed Project Chrysalis, demonstrating how to run governed self-evolving AI agents on the Gemini Agent Platform and ADK. In a simulated Black Friday cache avalanche failure, the architecture reduced time to first mitigation from 15–45 minutes to 1.8 seconds, cut the HTTP 5xx error rate from 72.7%–80.0% to 0.0%, and lowered P99 latency from 519.8 ms to 18.2 ms. All autonomous operations are constrained by governance controls including Mo

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Shao Meng used a Coding Agent to recreate "Breakout," the first WAP browser game on the Moto E770, in just over 10 minutes, and even simulated the phone's casing. He mentioned that the phone, which he saved up for a whole semester to buy during his freshman year, was lost in one of his moves, and after more than a decade it certainly can't be powered on. He had previously said he wanted to remake the lost little games he played as a child and during his school years, so that his son, born in the

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Claude Code creator Boris Cherny shared five practical principles in week four of Stanford's CS146S course. He personally runs thousands of Claude agents at once, and since last November nearly all of his team's code has been written by Claude, with per-person output up roughly 10x. The five principles include automating R&D bottlenecks (code review is already automated; approvals are next), building for the model six months out, small teams moving faster, scheduling agents in loops, and domain

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1Password has released 1Password for Agents, allowing supported AI agents to access credentials in a user's personal 1Password vault in order to complete tasks on their behalf. At launch, the platform supports agents such as Anthropic Claude Duet, Meta Muse, OpenAI ChatGPT, and Dots. The agents themselves cannot see the user's credentials; after the user approves the login, 1Password fills in the credentials directly without sending them to the agent. 1Password said that partners including Brows

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