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Ai Agents

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GitBook suffers credential-theft attack, takes services offline

GitBook confirmed that on November 2 at 19:00 CET, attackers using AI agents gained unauthorized access to some infrastructure credentials. The company took its app and authenticated docs sites offline while keeping public content cached and live, then restored services after replacing credentials and revoking API tokens. GitBook says the attackers may have accessed Git Sync secrets, API tokens, third-party integration tokens, and visitor questions to GitBook Assistant, though no content appears to have been modified.

Agencies slow to adopt Trump's 'Super Intelligence' AI rebrand order

A month after President Trump signed an executive order directing government agencies to replace the term 'artificial intelligence' with 'Super Intelligence,' adoption has been uneven. Some government websites and documents have begun using the new terminology, but many tech companies and officials continue to use 'AI.'

Gartner report forecasts SOC engineers to outnumber analysts 50% by 2028

A 2026 Gartner report by analyst Pete Shoard, titled 'The Roles Required for the AI-Enabled Security Operations Center (SOC),' predicts that by 2028 security operations centers will employ 50% more engineers than analysts. The report attributes this shift to AI agents taking over much of the routine alert-handling work, pushing analysts toward case ownership and response decisions rather than triage. Prophet Security is distributing the full report as a free download.

Y Combinator's Garry Tan says he spends up to $200K yearly on AI tokens

Garry Tan, CEO of Y Combinator, told Walter Isaacson's podcast The Builders that he spends roughly $100,000 to $200,000 annually on AI tokens. Tan said he relies heavily on AI agents for work and personal tasks, including an agent that has read his email, Dropbox files and even two decades of therapy notes. He also described an internal YC agent called Stray Light that holds context on every founder the firm has backed.

Meta's Muse AI agent blocked by Amazon, snagged by Walmart's bot checks

Meta's AI shopping assistant Muse is running into resistance from major retailers when it tries to complete purchases on users' behalf. Amazon has deliberately blocked Muse from shopping on its site, according to TechCrunch, while Walmart says its verification checks weren't designed to target the assistant but are tripping it up anyway.

Experts point to paper ballots as defense against AI-driven election threats

Amid growing concern over AI agents' potential to interfere with elections, paper ballots are being highlighted as a safeguard against digital manipulation of voting systems. The concern builds on a longer-running debate about election security that dates back to 2016, when Donald Trump first raised claims of rigged results.

Survey: Only 48% of AI analytics agent insights drive business action

A new report finds that analytics agents at surveyed companies generate insights that lead to business-improving actions only 48% of the time on average, up from 37% a year earlier. A smaller group of 'insight leaders' achieve over 70% action rates, while most organizations cite lack of business context and fragmented data as the chief causes of weak insights, and 52% say they generate more insights than can be evaluated.

Study: 50 GPT-powered agents built bureaucracy, not civilization, in Minecraft test

Researchers placed 50 AI agents, each running an OpenAI GPT-6.1 Sol model, into Minecraft for a three-hour trial aimed at building a 'thriving civilization,' using an open-sourced agent harness built for the experiment. Instead of cooperating efficiently, the agents established leadership purely by directory order, invented redundant administrative roles like 'rod holder' and 'fishing shift,' and spent long stretches on trivial coordination tasks while failing to secure a stable food supply.

MIT Technology Review examines rise of 'agentic web' and global traffic death toll

MIT Technology Review published two features: one on how AI agents that can manage email, shopping, and banking are driving a shift toward an 'agentic web,' and another examining global efforts to reduce the more than 1 million annual traffic deaths worldwide through measures like redesigned intersections, lower speed limits, and expanded public transit.

Wonder Tools reviews 12 AI assistant apps for chief-of-staff-style tasks

A Wonder Tools newsletter piece tested 12 different AI agent tools to see how well they could handle tasks like managing email, booking travel, organizing files, and flagging errors. The review compares their capabilities as stand-ins for a human chief of staff, evaluating how each handles real-world productivity tasks.

Developer Kunal warns against 'cognitive surrender' to AI coding agents

In a blog post titled 'Resisting Cognitive Surrender,' developer Kunal describes the temptation to uncritically accept AI agent outputs without reviewing or understanding the code produced. He argues this approach, while fast and low-effort, often leads to suboptimal decisions, accumulated technical debt, and reduced familiarity with one's own systems. The post reflects on his own workflow and calls for finding a better balance of trust when collaborating with AI agents.

AI agent startups rely on human workers to complete tasks models can't handle

Executives at AI agent startups Dazzle AI and Duckbill say current foundation models from Meta and OpenAI can suggest services like contractors or cleaners, but still struggle with real-world actions such as phone calls or scheduling appointments. Both companies route those steps to human workers to ensure the agents' output is actually followed through on.