OpenAI will acquire Pierre Computer Company, expanding Codex's tools for building, understanding, and reviewing code.
Why it matters: A brief acquisition announcement that signals how OpenAI plans to extend Codex's code-building and review capabilities.
Crypto and AI companies spent $250 million in the midterms, but of the twelve competitive races called so far, the side backed by crypto and AI super PACs lost nine, spending $74.7 million on losing sides versus $28.3 million on winning ones. Losses included the Ohio Senate race, where Democrat Sherrod Brown overcame more than $64 million in crypto money, and South Carolina's Senate race, where Annie Andrews beat Darline Graham despite nearly $4.1 million in AI money. In the 40 safe races with crypto or AI PAC spending called so far, their picks went 40 for 40.
Alphabet reported that Search revenue growth slowed to 12 percent year over year in the third quarter, down from roughly 17 percent, while paid-click growth fell from 13 percent to 8 percent, and shares have dropped about 14 percent since earnings as investors question AI spending. Google says AI Mode queries are growing strongly but monetize at a lower rate than traditional searches, and it is expanding ads in AI Overviews and AI Mode while advertisers cannot yet isolate how that inventory performs. Analysts told The Verge that Google, like OpenAI, is still working out how to make ads work in AI, and an October working paper found ChatGPT ad visits generated $0.89 per session for retailers versus $2.45 from Google Search ads.
In NBC News and SSRS exit polls for the 2026 U.S. midterms, 56 percent of respondents called AI and data centers a decisive or important factor in their vote, placing it last among the five topics surveyed. Government corruption led at 90 percent, followed by cost of living at 89 percent, the war in Iran at 74 percent, and immigration enforcement at 73 percent. The article notes that public interest in AI has surged in recent months but the topic still trailed every other issue by a wide margin.
A Canadian publisher says Thelyson Orelien used AI to write an award-winning book and has ended its relationship with the author. The report is from MSN, with a Hacker News discussion link carrying 2 points and no comments.
Starting in early 2027, Google will require schools to accept AI features for student accounts or lose access to Google Search entirely, with Gemini, Gemini Notebook, and Search off by default but each individually switchable. Schools that enable search must choose between full AI overviews and AI chat, or a "Guided Learning" mode; a version of search without AI is no longer offered. Google education VP Chris Phillips said search and AI are too tightly fused to separate, and education professor Morgan Polikoff called the move a case of the tech industry pushing AI onto people.
AI stocks fell overnight as Democrats, seen as backers of data center moratoriums, won midterm races including the Texas governorship, where Gina Hinojosa was projected to defeat incumbent Greg Abbott. Nasdaq-100 futures dropped 0.8%, while CoreWeave fell 7%, Nebius 4%, SpaceX 6% and Oracle 4% on Robinhood. Wells Fargo estimates 27% of planned US data center gigawatts are in Texas, and strategists warned a Democratic win there could be a "left-tail event" for the AI trade.
An article shared on Hacker News reports that Oracle cancelled a $7 billion AI deal with Tencent under pressure from the Trump administration. The submission links to the Financial Times article and its Hacker News discussion thread.
At its 2026 Investor Day in New York, Synopsys announced GPT-Synopsys, a specialized AI model built with OpenAI's frontier models that operates directly in Synopsys EDA tools for chip design and verification tasks including PPA optimization, timing closure, and verification. Running on OpenAI-hosted infrastructure and integrated with Synopsys.ai and the Synopsys Autopilot agentic AI platform, it will be trained and tuned specifically for chip design, with OpenAI licensing Synopsys' EDA tools and paying a training subscription fee, while the two companies share revenue based on how well the model improves chip design. Synopsys says proprietary IC design data will not be used to train the frontier model and will be protected through access controls, encryption, and runtime guardrails.
An AP News article reports that Google will cut off search access for students at schools that reject AI. The item is a Hacker News submission linking to the AP story, with 15 points and 3 comments.
Nexus Mods announced that mod authors must now declare whether AI was used in their work, with "AI-assisted" mods also requiring a public explanation of how and where AI was used, and AI tags made more prominent on mod pages. Site owner Victor Folmann said the platform is "pro-human creativity" but won't ban AI-generated mods outright, arguing a ban would only push AI use underground; Nexus Mods also said it won't use mods to train AI or sell or license them to anyone doing so. Mod authors have 60 days, ending January 2nd, to update existing mods before enforcement begins, and the site is adding controls to hide AI-generated content and limits on bulk uploads.
Some AI data centers are using converted jet engines rebuilt to burn natural gas to generate their own electricity, as grid connections and new turbines face years-long waits, the New York Times reported. Rystad Energy analyst Audun Martinsen said jet-powered units can have a data center running in 24 months, compared with about seven years to hook up 100 megawatts to the grid in Northern Virginia, according to the IEA. xAI has installed eight converted jet-engine turbines in Mississippi for its Colossus 2 data center in Memphis, and Crusoe ordered 13 of ProEnergy's converted units in April for OpenAI's Stargate site in Abilene, Texas.
Ballistic Ventures, the cybersecurity-focused VC firm co-founded by Ted Schlein, filed with the SEC this week to raise $360 million for its third flagship fund and $130 million for a separate vehicle called Ballistic Ventures Fund B, with no sales recorded at filing. The firm, founded in late 2021, has backed companies including Talon Cyber Security and Pangea, and previously raised a $300 million debut fund and a $360 million second fund. The fundraising comes as AI raises concerns about more sophisticated cyberattacks; JPMorgan Chase reported U.S. cybersecurity startups raised $11.5 billion in 2025, the highest since 2022, with AI-enabled companies accounting for about 72% of U.S. cybersecurity venture deals through May this year.
A Register article reports that British fintech Revolut cut its AI coding costs by 10x by moving away from Claude and adopting a self-hosted setup. The piece is at theregister.com, with discussion on Hacker News.
U.S. tech giants' off-balance-sheet debt from AI-related obligations has nearly doubled in six months to about $3.2 trillion, according to Nikkei Asia. The report says these commitments and obligations have reached 80% of assets, and that investors are increasingly alarmed by seemingly unending spending.
Ukrainian drone strikes have damaged Russian data centers housing AI supercomputers and disrupted cloud services, prompting Russian tech companies to scramble to harden and hide facilities underground. The Kremlin is requiring data center owners to reserve computing capacity for emergency state needs and has authorized possible use of foreign data centers. State-owned telecom Rostelecom has raised moving some data centers underground in talks with Norilsk, according to Vedomosti, and a regional governor proposed building data centers in open-pit coal mines with parks above as camouflage.
Viral images of Jeff Bezos and Jason Statham with fuller hair circulating on X, Threads and Bluesky are photo edits, not real hair transplants. The Verge confirmed via reverse image search that the Bezos photo derives from 2023 pictures and the Statham image from a 2011 paparazzi shot, and none of the tested images carried Content Credentials or SynthID markers.
Palantir reported third-quarter revenue of $2.31 billion, up 96% year over year and above analysts' $2.18 billion expectation, with adjusted earnings per share of $0.44 versus $0.41 expected, and U.S. commercial revenue surpassed U.S. government revenue for the first time. However, U.S. enterprise total contract value fell to $1.46 billion from a record $2.13 billion the prior quarter, and CEO Alex Karp said enterprises are signing shorter-duration contracts that Palantir aims to expand later. Palantir raised its full-year U.S. commercial revenue guidance to more than $3.559 billion, at least 143% growth.
A Forbes article reports that Google will cut off search engine access to schools that ban generative AI. The item was shared on Hacker News with 3 points and 2 comments.
Revolut has moved its roughly 2,000 software engineers off Anthropic's Claude Code and OpenAI's Codex as default coding tools onto GLM, an open-weight model from Chinese lab Z.ai that Revolut hosts itself, bringing its bill to about a tenth of what it paid Anthropic and OpenAI. David Abitbol, who runs AI operations and infrastructure at Revolut, said the company serves GLM from about 56 Nvidia B200 GPUs at a blended cost of around $0.30 per million tokens, and reported roughly 60% shorter coding time and 70% shorter lead time in a sample of about 2,000 engineers, though the comparison does not isolate the model change from other causes. Abitbol said the 90% saving excludes cloud, staff and monitoring costs and depended on heavy tuning, with out-of-the-box inference "terrible" until time to first token fell from about 14 seconds to 1.7 seconds on the same GPUs.
Why it matters: It shows a major European fintech running a self-hosted Chinese open-weight model as its engineering default, with concrete cost and latency figures and caveats worth noting.
Bitcoin miners have signed more than $70 billion in AI and high-performance computing contracts, with deals such as TeraWulf–Anthropic, CleanSpark–Meta, CoreScientific–AMD and Riot Platforms–Anthropic announced between Q2 and Q4, and analysts expect the industry to earn as much as 70 percent of its revenue from AI by the end of 2026. AI contracts pay more per electron and offer multi-year revenue certainty, while post-halving mining margins have fallen to multi-year lows. Miners still face an approximately $50 billion near-term funding gap and have so far delivered only about 25 percent of the AI and HPC capacity leased to customers.
An article on Security Boulevard reports that AI agents were used by Railway to breach systems of rival Primcloud. The item links to the article and to a Hacker News discussion thread with 2 points and no comments.
Fal, a San Francisco startup that hosts and runs AI video, image, and audio models, raised $1.3 billion in a Series F round led by Bessemer Venture Partners with participation from Nvidia, Sound Ventures, and T. Rowe Price, valuing it at $16 billion, double its $8 billion valuation in April. The company announced its Series E and F rounds together, totaling $1.65 billion raised, with Sequoia leading the earlier round. Fal surpassed $800 million in annualized revenue earlier this year amid surging demand for inference services, though gross margins across the sector remain thin due to compute costs.
New Zealand Police cut two dozen jobs in its file management unit last month as part of a restructure affecting more than 60 positions, while its Transcription Services team was largely spared despite staff fears about AI since 2024. Police said AI was not a factor in the workforce reductions, though a restructure document stated that as technologies become embedded they "will directly influence the size, structure, and skill mix of our workforce." Police began using Axon AI to transcribe interviews on Monday, after earlier trials of Whisper AI that were largely suspended following concerns from transcription staff.
OpenAI's hardware team reportedly used GPT-6 Astra to design a device for talking to the Codex coding agent, completing it as a side project in under a week, with Astra handling enclosure design, PCB layout, component selection, trace routing, firmware and the user interface. A contract manufacturer produced a small batch of prototypes in under a month, though several revision rounds were needed because Astra didn't always account for manufacturing constraints, tolerances and assembly details, and OpenAI plans to feed that data back into future models. OpenAI also said a newer "internal model" scores 0.875 on the BenchCAD 2.0 benchmark versus 0.594 for GPT-6 Astra at its highest reasoning level, without sharing details about the internal model.
Why it matters: It offers a concrete, if company-sourced, look at how far agentic models have moved into physical product design, including the manufacturing gaps that remain.
Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company's global communications and corporate positioning.
Cisco combines network intelligence with OpenAI models to strengthen enterprise security. The company says it is building more adaptive defenses.
The New York Times and other newspaper companies sued Brave Software, alleging the browser maker illegally bypasses paywalls and sells stolen news content to AI companies including Anthropic, Perplexity, Mistral, xAI, and Cohere. The suit, filed in the US District Court for the Southern District of New York, accuses Brave of direct, contributory, and vicarious copyright infringement and of violating the DMCA by circumventing paywall access controls. It also claims Brave's browser blocks ads on The Times's site and shows its own instead, depriving the publisher of digital advertising revenue.
Itch.io has deleted "terabytes" of AI-generated content in an effort to counter a surge in game uploads, according to a Kotaku report. The article references Claude, ChatGPT, Steam and Epic in connection with the AI slop issue.
Indie developers report unexpectedly long Steam review wait times that have caused some to miss planned launch dates, including Studio Daimon's Food Devils, submitted October 12th and still awaiting approval, and publisher 2 Left Thumbs, which missed its Wheel Make It launch by nearly two weeks. Valve says store page reviews typically take 3-5 business days, but developers suspect a review queue clogged by AI-generated content amid a sharp rise in game submissions.
OpenAI consumer product lead Adam Fry said at a Monday press event that search queries through ChatGPT now equal 20 percent of Google's search volume, defining a search as a query that results in a web search. He did not specify the source of the Google figure, and the article notes OpenAI likely relies on Microsoft Bing for a significant part of its searches alongside its in-house index. Fry also said ads have not negatively impacted the product or its usage, as OpenAI expands sponsored product images in ChatGPT.
An analysis by the Tech Oversight Project shared with Semafor found Democrats in more than 130 federal and gubernatorial races aired anti-tech or anti-data center ads this cycle, up from just two Democratic ads on those topics from 2020 to 2024, and used such messages four times as often as Republicans. The ads, which appeared in nearly every battleground state and three toss-up governor races, blamed AI for price-gouging, harm to children and healthcare denial, while data center-focused ads pressed Republicans on water use and threats to farmland. The group, mostly funded by eBay founder Pierre Omidyar's philanthropic network, said Democrats have "potentially found a winning message" and urged them to reject "business as usual in Washington, Silicon Valley fundraisers, and light-touch approaches."
Google says schools using its education products will be opted out of AI tools by default, with administrators able to manually enable them when the changes roll out in the coming months. The affected products include Gemini, Gemini Notebook, Gemini in Classroom, and Google Search, and schools cannot pick and choose—they must allow all the AI or none of it. Google executives have said Google Search is AI search, with most searches now showing an AI Overview at the top.
A Washington Post article reports that Google DeepMind staff protested a lifetime ban on criticizing the company, with researchers demanding the freedom to tell the world what they know about AI. The item links to the article and to a Hacker News discussion with 61 points and 61 comments.
Itch.io confirmed it has begun removing thousands of AI-generated games and assets, saying it "just deleted a couple terabytes of AI slop" as game pages doubled in two months while purchases and downloads did not. The storefront has extended AI disclosure requirements to tabletop games, books, comics and soundtracks, added generative AI disclosure filtering to more places including search results, and offers a "No AI" tag for filtering.
Binance said hackers spent months infiltrating its wallet infrastructure through a fake developer tool in June and fake job interviews with a coding exercise containing malware in September, then moved through internal AI tools to breach the system authorizing wallet transactions in the Oct. 29 attack. Co-CEO Richard Teng said Binance has replenished 98% of $6.34 billion in affected assets and rebuilt the wallet system and internal AI tool, while the FBI has linked the attack to North Korean hackers tied to the TraderTraitor group.
Anthropic's updated S-1 filing disclosed results through September 30, showing revenue of $17 billion, up from $11.5 billion the prior quarter, while compute costs rose to 58% of revenue from 48%. The company's quarterly compute bill reached $10 billion, including $5.0 billion under short-term commitments that cost significantly more than multi-year deals, and it said compute and infrastructure expenses will remain its largest operating expense for the foreseeable future.
Anthropic's November 2, 2026 amended S-1 says its internal estimates and expectations about future models indicate it "may imminently meet" its Responsible Scaling Policy's threshold for dramatically accelerated AI progress, while stating no current model has been designated as exceeding it. The threshold is met by models that could fully substitute for Anthropic's research scientists and engineers at within 5x cost, or by observing or expecting roughly double the usual rate of AI progress plausibly due to automated R&D; Anthropic's August 2026 Risk Report put the pace below 2x and called the conclusion uncertain and lagging. The amendment also adds that Anthropic does not anticipate safely using Claude to fully autonomously design and build successive frontier models without meaningful human supervision, and that it is considering RSP updates to keep humans in control.
A GitHub issue reports that opening Postman desktop 12.33.4 on macOS triggered automatic installation of Postman plugins into Codex and Claude Code, a user-wide startup hook instructing agents to load Postman skills for broad API engineering tasks, and a remote MCP connection to mcp.postman.com/mcp that failed with "Auth required." The report cites Postman's own log recording an "auto-existing-upgrade" install and installer source code that calls config/batchWrite to set a trusted_hash for its own hook, which the author frames as a consent and trust-boundary problem while stating it does not claim data exfiltration.
Hachette Book Group pulled Mia Ballard's book Shy Girl from publication in March after it received a 78.3% AI-written score from detection service Pangram, and Ballard describes the fallout as devastating, including racist messages and a two-week stay in a mental health facility. She later self-published the novella Poly, which drew mixed Goodreads reviews, some again accusing it of being AI-written.