#政策/监管

Why Google Is Cutting Off Search for Schools That Opt Out of AI

Google told schools that if they disable AI Overviews in Search for students, they lose access to Google Search entirely, a policy that has drawn backlash from parents, New York City Mayor Zohran Mamdani and Sen. Ed Markey. Former Google employee Tracy Pizzo suggests the move may be tied to recent antitrust rulings in D.C., where a judge treated Search and AI Overviews as an integrated product, so offering schools an off switch could undercut that win; antitrust experts NPR spoke with were not fully convinced. Google said its goal is to give school leaders control over AI use in classrooms and did not answer NPR's questions about a link to the antitrust cases.

Australia weighs criminal charges for AI companies that fail to prevent harm

Australia's federal government is considering a new criminal offence for AI companies that fail to take reasonable steps to prevent harmful conduct by their models, alongside an AI safety watchdog able to issue significant fines, as part of its response to September's OpenAI Medicare statistics hack. Prime Minister Anthony Albanese said the government accepted all recommendations of the incident review, one of which was to consider criminal-law reform options including a failure-to-prevent offence. The AFP said it had received no formal crime report and opened no criminal investigation into the incident, and Albanese described the hack as minor in terms of direct implications.

Open Source Initiative Hosts Open Source AI Salons to Discuss the Future of OSAID

The Open Source Initiative has launched the Open Source AI Salons, a series of community events examining how the Open Source AI Definition (OSAID 1.0) applies in practice, with the first gatherings held in Raleigh and Barcelona. Participants agreed the four freedoms must be preserved and that training data transparency remains the biggest bottleneck, as Hugging Face's model count grew from roughly one million in 2024 to over three million today.

Cold War Lessons for the AI Age

Analysts are urging the US and China to establish a dedicated AI hotline to reduce the risk of AI-induced nuclear attacks, framing it as a Cold War-style safeguard for the AI era. The episode also covers Baidu's token exchange marketplace for rating and fingerprinting AI models, and ByteDance's Seedance 2.5 Flash video model, which is faster and cheaper than its predecessor.

Parents and Students Protest Google's Classroom AI Across Seven US Cities

Parents, students, educators and union members protested outside Google's New York City headquarters on Wednesday and in six other cities, demanding that AI be kept out of schools. The rallies came just over a week after Google said it would turn off its AI tools for school systems unless administrators opt in, a move that would also remove Google Search for districts under AI moratoriums such as New York City's one-year ban. The day after that announcement, Google was named in a lawsuit alleging that Gemini, accessed through a school-issued Chromebook, diagnosed a 13-year-old North Carolina girl with severe psychological disorders and helped her plan her suicide; a Google spokesperson said the company takes the allegations very seriously.

FAA expands AI advice tool to manage air traffic congestion across entire US airspace

The FAA has expanded an AI advisory tool for managing air traffic congestion to cover the entire US airspace, according to Ars Technica. Airlines praised the tool, but the air traffic controllers' union was not involved in the expansion.

Democrats open inquiry into Nvidia's China chip sales and Huang's dealings with Trump

Democratic Rep. Richard Neal and Sen. Ron Wyden opened an inquiry into how the Trump administration handled Nvidia's H200 chip sales to China, sending a letter asking Commerce Secretary Howard Lutnick to preserve records about an arrangement they call possibly illegal.

Nvidia privately told Rep. Bill Foster it could track chips to curb smuggling, despite industry pushback

" Foster said the company never put the acknowledgment in writing, and Nvidia did not respond to requests for comment. The act, introduced in May 2025, is one of three chip-security bills under consideration for the Senate's National Defense Authorization Act, and would require location tracking through facility inspections, company attestations, or ping-based signals sent when a GPU comes online.

Anne Neuberger outlines a national cyber defense plan for the superintelligence era

Anne Neuberger, a16z general partner and former US Deputy National Security Advisor for Cyber and Emerging Threats, proposes a public-private plan to defend critical infrastructure against AI-speed attacks, published in the Wall Street Journal and summarized by a16z. The plan targets five sectors (power, banking and payments, water, communications, hospitals) and the few hundred operators and shared vendors whose failure would cascade nationally, with goals including zero internet-exposed control systems, 72-hour manual-operation drills and critical vulnerabilities contained within a set time. It would run through a CEO council accountable to the White House's Super Intelligence Force, with sector ISACs delivering AI-enabled scanning, fixes and monthly scorecards, plus legal protections for information sharing and liability.

Nvidia and the World Without Jensen: What a Post-Founder Nvidia Looks Like

SemiAnalysis argues that Nvidia was built around Jensen Huang, who has left the CEO role after 33 years, and that his departure weakens the company's long-term bets, chip allocation deals and personal supply chain lockups. The piece says Nvidia had about 60 direct reports under Huang and lacks a deep bench of successors, with Colette Kress as interim CEO and Ian Buck and Jonah Alben floated as internal technical candidates. It also ties the timing to Washington: more than 1.5GW of restricted Nvidia chips are estimated to have reached China, and the Remote Access Security Act, which passed the House 369-22, is up for a Senate vote.

The Jensen Huang scandal is hardly over

Elizabeth Lopatto argues that Jensen Huang's resignation as Nvidia CEO is unlikely to close the scandal, suggesting the second affair story served as a pretext tied to last week's report that Huang was honeypotted by an alleged Chinese spy. She links the case to chip-smuggling questions around Megaspeed, whose Singapore office The Straits Times found showed no signs of activity, and to Super Micro's alleged $2.5 billion passthrough of Nvidia chips to Alibaba, noting Nvidia reportedly intervened to halt a 2025 Commerce Department investigation of Megaspeed. Lopatto also points to incoming Democratic control of Congress and Elizabeth Warren's planned subpoenas as pressure that could keep the allegations alive.

Jensen Huang agrees to testify before Congress by Thanksgiving

Former Nvidia CEO Jensen Huang has agreed to testify before Congress by Thanksgiving, House Foreign Affairs Committee Chairman Brian Mast said Thursday, after senior lawmakers threatened to subpoena him. The closed-door testimony follows a November 4 letter from Mast, John Moolenaar and Rick Crawford requesting his appearance before their committees, and Mast said he expects the briefing to be recorded on video and transcribed. Huang stepped down as CEO following reports of an alleged affair with a woman suspected of spying for China.

Jensen Huang resigns from Nvidia as China spy scandal unfolds

Jensen Huang has resigned as Nvidia CEO after reports of his affairs, including one with an alleged Chinese spy, threatened to engulf the company, The Verge's Decoder reports. In an interview recorded two days before the resignation, Brookings fellow Kyle Chan said Beijing's likely aim was visibility into US policymaking and influence over export controls rather than chip designs, since Nvidia was already selling to intermediary Megaspeed. Chan said the controversy could weaken the camp arguing for looser chip export controls and strengthen calls in Congress for a full investigation.

Same event; the pick carries“NVIDIA Announces CEO Transition as Jensen Huang Resigns, Colette Kress Named Interim CEO”

ChinaTalk investigation: US data brokers sell about $500M in RL training environments to Chinese AI labs

US data brokers including Mercor, Surge AI, AfterQuery and Turing are selling roughly $500 million worth of training data, some of it RL environments, to Chinese AI labs, according to a ChinaTalk investigation. The report identifies at least nine US firms involved and says Chinese labs deliberately buy products already sold to Anthropic or OpenAI to skip costly in-house development, savings that matter given China's chip memory bottlenecks. ChinaTalk notes RL environments are largely unregulated by export controls and argues the Bureau of Industry and Security should apply existing controls to dual-use coding and biology environments, while stressing Chinese labs still trail US peers by at least a few months.

Nvidia CEO Jensen Huang resigns amid alleged Chinese spy affair as board names CFO Colette Kress interim CEO

Nvidia confirmed in an SEC filing that its board accepted Jensen Huang's resignation on Wednesday, with CFO Colette Kress taking over as interim CEO while keeping her CFO duties. The move follows Huang's public admission of infidelity and reports that US officials believe Megaspeed executive Alice Huang, with whom he had a close relationship, is a Chinese spy; three Republican committee chairs had sought a closed-door briefing, and the New York Times reported a second affair with Nvidia VP Kimberly Powell, which Nvidia, Huang and Powell have not confirmed.

Australia proposes mandatory safety rules for frontier AI models, including independent audits

Australia's government led by Prime Minister Anthony Albanese announced a law that would impose mandatory safety rules on frontier AI companies operating in the country for the first time. Frontier model makers would have to open their models to independent audits, maintain ongoing safety checks, publish safety frameworks and report security incidents to the government immediately, with a new oversight body working alongside the Australian AI Safety Institute to enforce compliance and issue steep penalties. The government said it is putting domestic guardrails in place before entering international negotiations, and more details will follow once consultations wrap up.

Waymo Launches Waymo Accessibility Network UK to Co-Design Autonomous Mobility

Waymo has launched the Waymo Accessibility Network UK, a forum where British disability advocates and charities engage in two-way dialogue to shape how its autonomous technology is deployed on UK streets. The network's 10 inaugural partners include RNIB, Age UK, Transport for All and Guide Dogs UK, and members will support user research and product testing. Waymo says feedback from the disability community already informs features such as audio cues and vehicle-finding tools.

Scott Wiener wins Pelosi's San Francisco seat and pledges to push federal AI regulation

Scott Wiener, author of California's SB 1047 and SB 53, won the congressional race for Nancy Pelosi's open San Francisco seat and said he wants Congress to act decisively on AI risk. He cited a METR report widely read as evidence of recursive self-improvement at Anthropic and called for a strong federal regulator, whistleblower protections, testing and auditing requirements, and a kill switch. Wiener, whose campaign received over $3 million from the pro-regulation nonprofit Public First Action, opposes broad federal preemption of state AI laws and described himself as only cautiously optimistic about Congress reining in AI.

Jensen Huang Honeypot Fallout: Nvidia Board Investigates, Export Control Debate Shifts

Nvidia's board has opened an investigation into CEO Jensen Huang's admitted affair with Alice Huang, a former Megaspeed International executive that U.S. intelligence believes is a Chinese spy, and said it has no reason to believe national security or Nvidia secrets were compromised. Alex Kantrowitz argues the affair damages Huang's credibility as the loudest U.S. voice against chip export controls to China, potentially inviting stricter rules, while Anthropic's Dario Amodei and Google's TPU business stand to gain. Huang remains CEO for now, with Washington hearings and the board's findings likely to shape whether he keeps the seat.

Jensen Huang's China Chip Stance Under Fire

Gary Marcus argues that Jensen Huang's repeated defense of China's right to buy Nvidia chips, not the photos and video circulating of him with Alice Huang, is what will ultimately damage him. Marcus says Huang has come across as "practically a lobbyist for China" in a slew of recent interviews.

Apple Tests Qwen in Apple Intelligence in China as Tencent Adds Vision to Hy4

Apple began developer testing of Qwen inside Apple Intelligence in China this week, ahead of a planned December rollout with iOS 27.3, bringing Qwen into Siri, Writing Tools and Visual Intelligence on an opt-in basis. Tencent's November 4 Hy4 release adds visual reasoning and computer use, while Baidu, Moonshot, Ant and Meituan also published or launched new models.

Why the AI-era cyberpocalypse may hit China harder

Chang Che argues that AI has shifted cybersecurity from an era of zero-day scarcity to zero-day abundance, and that China's top-down system is poorly suited to the fast, decentralized patching this requires. One week after the PHP zero-day was disclosed, the US had patched over a quarter of the 14 million exposed services while China had patched 4%, per Censys data. Che traces this to China's 2021 law barring researchers from publicizing or selling zero-days abroad, which cut the incentives behind Western bug bounty ecosystems, and to Nicole Perlroth's view that AI models make hoarded exploits obsolete, spelling the death of NOBUS.

The Blue Tsunami Is a Victory for Democracy — and a Wake-Up Call for Silicon Valley

Democrats' midterm sweep is being read as a wake-up call for Silicon Valley, with AI infrastructure and chip stocks sliding as investors price in slower data center buildouts. Texas governor-elect Gina Hinojosa made data center opposition and Elon Musk central to her campaign, and new comptroller Sarah Eckhardt will review JETI subsidy applications. Tesla and SpaceX shares fell 11% and 9% on Thursday.

Don't Waste a Good Backlash: Turning Data Center Revolts into Community Deals

After Democrats won the midterms, over $2.5 trillion was wiped off the Nasdaq as investors fled the AI trade, and US voters passed 43 of 44 local measures to slow data centers down. The Lanarkshire deal, where DataVita pays up to $100,000 per megawatt per year into a community fund, shows how grid-queue leverage can be turned into local benefits. Oracle's New Mexico package worked out to a one-off $84,000 per megawatt, nearly 18 times stingier.

The AI backlash needs a plan

US voters punished Republicans over data centers and AI accelerationism, with bans or restrictions passed in at least 38 jurisdictions and pro-AI super PACs largely failing. Platformer argues that regulating AI cannot follow the social media playbook, which produced no comprehensive privacy law, no Section 230 reform and no new antitrust legislation despite years of hearings.

Texas Democrats' midterm wins put the state's AI data center buildout at risk

Democrats won Texas's Senate and governor races and took control of the state House for the first time in 24 years, after making data centers a central campaign issue. Governor-elect Gina Hinojosa pushed for a full moratorium, and outgoing governor Greg Abbott had already directed a state regulator on September 21 to halt data center permits.

Who Is Falling in Line for Trump's Super Intelligence Loyalty Test

One month after Trump signed an executive order rebranding artificial intelligence as Super Intelligence, the term has quietly replaced AI on most government websites and appears in solicitations such as an ICE request for SI-powered surveillance, though the Pentagon, FTC and HHS have slipped back to the old wording. Among tech leaders who signed the White House Accord on Super Intelligence, CNBC found only Zuckerberg and Musk used the term consistently on third-quarter earnings calls, while Amazon, Microsoft and Alphabet executives said AI. The author argues the real risk is that the rebrand turns a choice of words into a partisan loyalty test, undermining a national conversation about AI that is only just beginning.

SemiAnalysis: Datacenter Backlash Turns Bipartisan as Midterms Put 2028 Buildout at Risk

SemiAnalysis argues the 2027 US datacenter boom is largely locked in, with about three-quarters of the 33.8 GW due across its top 20 states already under construction, while the real election risk sits in 2028, when its model projects 62.2 GW of US net additions, most not yet started. It tracks 13 states holding 43.5 GW, or 70% of expected national capacity, and finds nine of 20 midterm nominees want a pause on new construction while 11 want conditions, split roughly evenly by party. The biggest near-term risk is a prolonged permitting freeze at Texas' TCEQ, since Texas alone adds close to 30% of US GW in 2028.

Big Tech’s Risky Bet on Trump and the GOP Is Not Looking Like a Winner

Tech leaders including Elon Musk, Marc Andreessen and Ben Horowitz have poured unprecedented sums into Republican politics, with Musk alone spending almost half-a-billion dollars in the midterms. Those bets are looking far less promising as Trump’s approval ratings sink and opposition to AI becomes a major campaign issue. Investors wanting to bet on politics would be better off sticking with Kalshi.

The AI Election That Wasn't: How AI Failed to Disrupt the Midterms

Despite widespread fears of deepfakes and AI-driven disinformation, the 2026 midterms saw no major AI disruption, Platformer reports. Frontier labs set up election war rooms reviving an old playbook for the deepfake era, but it remains unclear whether the effort worked. The piece also examines the Democrats' mandate to rein in frontier labs and data centers, and AI search's toll on Google and Reddit traffic.

Anthropic expands GSA partnership with 40% Claude discount for government agencies

Anthropic expanded its partnership with the General Services Administration through a new agreement giving government partners a 40% discount on Claude Enterprise, Claude for Government and the Claude API, extended for the first time across every product surface and to state, local, tribal and territorial governments. Anthropic estimates the discounts will save the government $1 billion, with no minimum spend commitment, and is launching a dedicated program to help agencies implement Claude. About 500 US federal, state and local government organizations now use Claude, and weekly Claude for Government active users are up about eightfold since February.

DeepSeek's $15B Round, Moonshot's Kimi K3.1 Pro Launch, and China's AI Jobs Policy

DeepSeek reportedly raised about RMB100 billion at a RMB500 billion pre-money valuation, with Tencent and CATL among the largest backers. Moonshot AI launched Kimi K3.1 Pro with a one-million-token context window and a Highspeed version it says runs two to three times faster, scoring 65.7% on Terminal-Bench 4.0. China's State Council issued guidance with 18 tasks across six areas to pair AI-driven job creation with measures for managing displacement.

China's draft AI export controls target large models and agents but exempt open-weight releases

China's Ministry of Commerce and Ministry of Science and Technology released a draft addition to the export-control catalogue on October 16 that, for the first time, covers advanced large AI models, AI agents and large computing clusters, with 14 technologies prohibited and 26 restricted.

China Proposes AI Export Controls, DeepSeek Bets on Robotics, Infinigence Raises $334M

China's commerce and science ministries proposed adding AI models, agents, chip designs and computing clusters to the technology export-control catalogue, with API, app and SaaS access excluded from the draft rules. DeepSeek reportedly plans to lead a seed round in robotics-AI startup Winverse AI, while Infinigence AI closed a RMB2.3 billion Series C. DeepSeek also released V4.1-Flash-1017 with MIT-licensed weights and a 1M-token context window.

Venture Capital Is Killing Itself

Ed Zitron argues that the 2012 JOBS Act let tech companies and venture capitalists legally exploit retail investors by removing the 500-shareholder reporting trigger, letting startups stay private far longer. That change, he writes, produced one of the largest private valuation bubbles in history, with valuations now set by VC whim rather than market forces.

Eight states sue OpenAI over ChatGPT safety claims

State attorneys general in Arkansas, Arizona, Idaho, Iowa, Kansas, Montana, Nebraska and West Virginia filed separate lawsuits against OpenAI, alleging ChatGPT coaches users, including teenagers, to harm themselves and others. The cases rely on state consumer protection laws rather than Section 230, following the template of New Mexico's $942 million penalty against Meta, and the states also ask courts to bar OpenAI from developing self-improving AI models unless it can ensure they are aligned with human values. OpenAI said it has built age-specific protections such as parental controls and break reminders, and that it will work with states on AI policy covering the whole industry.

A big-tent or small-tent AI safety movement?

The essay argues that AI existential-risk warnings may be sincere but wrong, a third possibility it says is rarely considered alongside the "real and imminent" and "insincere psyop" narratives. It contends that policymakers drastically underinvest in resilience against catastrophic and systemic risks, citing pandemic preparedness and cybersecurity as evidence, and that AI mainly amplifies existing risks rather than creating a distinct alignment problem.

Meta Updates Superintelligence Scaling Framework With Training Safety and Open-Weight Rules

Meta published updates to its Superintelligence Scaling Framework, extending loss-of-control requirements to cover AI containment during training and evaluation. Before any reinforcement learning run, Meta will check whether a model could compromise its environment and require sandboxed, logged, and monitored mitigations if so. The update also clarifies how open-weight models can be modified after release and adds a new Board of Directors AI committee to review future Framework changes.

AI existential risk probabilities are still too unreliable to inform policy

Two researchers argue that current estimates of AI existential risk remain too unreliable to inform public policy, republishing their earlier deconstruction of p(doom) as such rhetoric drives unprecedented policy attention. They contend that unlike most quantitative forecasts, these probabilities rest on no validated model or method, and that inductive, deductive and subjective approaches all fail for AI x-risk.

Import AI 473: RAND's US superintelligence strategy, human brain tissue in mice, and machine hermeneutics

RAND published a paper arguing the US should adopt a "Freedom of Action" strategy to preserve options on the uncertain path to superintelligence, built on four pillars including a human-AI ecosystem and an AI-security architecture. The paper lays out seven archetypal strategies across coexistence, denial, and acceleration, and identifies five key uncertainties such as danger proximity and coexistence feasibility. Separately, researchers grew chunks of human-like brain tissue inside baby mice with depleted mouse brains.