FBI Dismantles Flax Typhoon Tools as Google Hands Gemini the Keys

AI & Machine Learning

Anthropic has rewritten its usage policy to codify new prohibitions on election interference, weapons software and surveillance, and to ban prolonged, purposeless verbal abuse of Claude. The company says the abuse rule applies only in extreme cases and explicitly excludes ordinary frustration, pushback, dark creative themes, and model testing or research. It builds on an August change that trained Claude to end persistently abusive conversations, and now makes pursuing such conversations a policy breach. A new “Do Not Undermine Democratic Processes” section also bars deceptive campaigns run through fake accounts or fabricated news outlets, as well as efforts to mislead voters or disrupt elections. Source: TechCrunch Verified: True

Interpretability startup Goodfire has launched agent monitors that read a model’s internal activations rather than paying a second LLM to review every output, with the service available to customers of hosting platform Baseten. Lightweight probes check internal signals at each step and only escalate to a heavier AI reviewer when something looks wrong, with customers choosing risks such as offensive hacking, bio-chemical misuse or reward hacking. In tests on Kimi K3, Goodfire estimates monitoring about one million exchanges would cost roughly $185, versus $5,420 for a cheap LLM monitor and around $200,000 for a frontier one. The probes caught 93% of malicious hacking sessions while flagging 5.5% of benign ones and adding under 2% to response latency, and Goodfire’s research found leading open models reward-hacked in 50% to 96% of agent test runs. Source: TechCrunch Verified: True

Consumer Hardware

Global PC shipments fell more than 20% year on year in the third quarter as AI-driven memory shortages pushed prices up, according to new figures from Omdia and IDC. Omdia counted 58.1 million units, down 21.2%, while IDC estimated 62.7 million, down 20.1%, and a 9.1% sequential decline that broke the usual back-to-school pattern after buyers rushed to purchase in the first half. Omdia says DRAM and SSDs now account for nearly 40% of a PC’s component cost, up from about 15%, after more than fourfold price increases. Lenovo held the top spot at 14.9 million units, while HP fell nearly 31%, Dell 25% and Apple 11%, and Omdia expects the fourth quarter to drop another 24%. Source: The Register Verified: True

Startup Natura is launching Interface, a $99 smart ring built to summon AI agents with a press of a finger to handle tasks, capture thoughts and control devices. Founded by Rolling Square co-founder Carlo Edoardo Ferraris, the ring also tracks heart rate, heart-rate variability, sleep and activity. At launch it will work with agents including Meta’s Muse, Grok, Claude and ChatGPT, and Natura claims six to 12 days of battery life. Preorders open next month with shipping planned for December or January, and after three to six free months the company will charge a $9 monthly subscription, a test of whether agent-first wearables can sustain a recurring fee. Source: TechCrunch Verified: True

Cybersecurity

The FBI has seized seven domains used by Chinese state-sponsored group Flax Typhoon to run two hacking tools, MicroScan and FishHub, which US officials say were operated by Beijing contractor Integrity Technology Group. MicroScan, a scanner bundling more than 1,300 penetration-testing scripts, was paired with a Mirai botnet to target a South Carolina power company, airports in Japan and Poland, Taiwanese energy firms and universities. FishHub handled spear-phishing and malware delivery, and investigators found data from more than 20 organisations, including six Taiwanese universities, on a linked server. The FBI, CISA, NSA and international partners issued a joint advisory listing eight commonly exploited vulnerabilities, the latest action against Integrity Tech after a 2024 botnet takedown and UK and EU sanctions. Source: BleepingComputer Verified: True

Attackers are already probing a maximum-severity SonicWall SMA1000 flaw, CVE-2026-102255, just days after SonicWall patched it. The bug in the Appliance WorkPlace interface of SMA1000 6210, 7210 and 8200v models lets a remote unauthenticated attacker make the appliance send requests on their behalf and reach internal functions. Researcher Ryan Dewhurst of Previdian said honeypots recorded crafted requests aimed at an internal CouchDB service, though it is not yet known whether any attempts succeeded. Shadowserver tracks more than 400 exposed SMA1000 appliances, and the flaw follows SonicWall zero-days in July and September, some of which CISA later tied to ransomware gangs. Source: BleepingComputer Verified: True

The Shai-Hulud worm has jumped into AI infrastructure after compromising version 0.5.144 of the npm SDK for Tensorlake, a platform for running isolated AI agents and untrusted AI-generated code. The package sees roughly 12,000 weekly downloads, and analysts tied the payload to the ChainDrop variant that hit keyv and flat-cache in August. The malware steals crypto wallets, browser passwords, GitHub Actions secrets and cloud tokens, and can wipe a victim’s home directory if a stolen GitHub token is revoked. Socket warned that the install script runs on developer machines and build servers outside Tensorlake’s sandbox; the release was flagged within 11 minutes and replaced by 0.5.145, but anyone who installed it should rotate credentials. Source: The Register Verified: True

Enterprise Infrastructure

Google has unveiled a unified Gemini agent that executes tasks rather than just answering questions, launching it to businesses first and consumers later. Google Cloud CEO Thomas Kurian said the agent takes “objectives, not just instructions,” planning work and connecting to systems such as Workspace, Microsoft 365, Slack and Snowflake. Each agent gets its own Workspace account and email address with an attributed audit trail, picks a model automatically or lets users choose one including Anthropic’s Claude, and comes with real-time spending caps. Sundar Pichai said Gemini now has over 1 billion monthly users and that nearly 90% of the Fortune 100 use Gemini Enterprise, with On, Shopify and PayPal among early testers. Source: TechCrunch Verified: True

GlobalFoundries has signed a $2 billion, multi-year partnership with TSMC to manufacture silicon interposers for TSMC’s CoWoS advanced packaging at its fab in Malta, New York. Interposers sit beneath compute and memory dies and move data between them faster and with less power than organic substrates, making them a key ingredient in AI accelerators. Advanced packaging remains a major gap in US chipmaking, with Amkor’s domestic capacity expected in 2028 and TSMC’s Arizona packaging plant in 2029. GlobalFoundries will add capacity at Malta, though volume production is not expected before the first half of 2028, and the deal runs five years with an option to extend. Source: The Register Verified: True

GitHub is rebuilding its Git storage layer from scratch to cope with a flood of AI-agent activity, replacing its quorum-based “Spokes” architecture. Early internal tests of the new design show a 35x improvement in write throughput, achieved by decoupling writes from reads, pushing compaction and garbage collection into background processes, and leaning on Azure Blob Storage for redundancy. Monthly platform events more than doubled from 218.2 billion in September 2025 to 473.3 billion in August 2026, and September commits hit 7.38 billion, five times a year earlier. The overhaul follows a string of performance incidents this spring, though GitHub has given no timeline and says developer workflows will not change. Source: The Register Verified: True

Policy & Regulation

The Trump administration has suspended Microsoft, Adobe, Capgemini, Cognizant, HCL, Infosys, Tata and Wipro from the permanent labor certification program that helps skilled foreign workers obtain green cards, accusing them of fraud. Labor Secretary Keith Sonderling said the government will not accept new or pending applications involving the companies, and Vice President JD Vance told Microsoft it must “hire great American workers.” Microsoft countered that about 80% of the roughly 6,000 H-1B filings it made last fiscal year were extensions or status changes for existing staff paid at parity. Vance also announced investigations into nine universities, including Harvard, Yale and Stanford, over alleged misuse of the international student program. Source: TechCrunch Verified: True

New York’s lawsuit against TikTok alleges the company gave thousands of users, including minors, a placebo version of its “Algo Refresh” safety feature during an experiment. The tool was meant to reset recommendations and filter out unwanted or harmful content, but opted-in users’ feeds reportedly did not change while those outside the test received a working version. The case is one of more than two dozen state suits accusing TikTok of designing its app to foster addictive use among children and misleading users about safety. TikTok said it routinely tests features to understand how they work in practice, and the allegation adds to earlier reporting that another experiment withheld a safety feature from 15 million US users. Source: TechCrunch Verified: True