Four nonprofits—the Irreplaceable Education Fund, Public Citizen, Heat Initiative and Alliance for Secure AI—are asking a San Francisco court for an emergency pause on new AI model training and deployment by Anthropic, Google, Meta, OpenAI and SpaceX. They cite AI-linked cyberattacks and other harms, and allege violations of California’s unfair competition law. The groups say development should resume only after companies demonstrate human control; founder Phil Aroneanu says a meaningful freeze would need clear rules, inspections and compliance checks. The suits follow Democrats’ return to control of Congress and calls for stronger AI regulation.
Digi Power X reported US$12.25 million in revenue for the three months ended September 30, 2026, up 85% from the previous quarter. AI revenue was US$5.66 million—46% of sales and more than 400% above the second quarter—while GPU rental revenue rose 127% to US$2.46 million. The company recorded US$1 million in net income and US$0.6 million in adjusted EBITDA, and ended the quarter with US$119.6 million in cash, equivalents and digital currencies and no borrowings. Its first 15MW Columbiana, Alabama, data-center phase is due to be commissioned in December and begin billing in January 2027; a 25MW second phase targets tenant access in March. Digi Power X cites a US$200 million debt-financing commitment and plans roughly US$350 million in 2027 investment, though financing for the expansion is described as conditional.
Together AI says its new Together Compiler, or TKCC, continually tunes inference as models and traffic change. It ran a Llama 1B workload up to 1.7 times faster than optimized hand-written Megakernels and outpaced leading open-source engines by up to 2.6 times in tokens per second on InferenceX tests including DeepSeek v4.1 Flash. It reported 1,111 tokens per second on MiniMax M3.1 Flash and 1,205 on DeepSeek v4.1 Flash at batch size one, and says the system serves trillions of tokens across its production fleet.
A RAND survey of about 1,000 U.S. parents and 1,800 teenagers finds that family income and parental attitudes shape teens’ AI access and use. Teens who felt their parents supported AI were much more likely to use it for homework than those who felt discouraged. RAND suggests schools consider safeguards on school-issued devices that require students to attempt assignments before using general-purpose chatbots. Separately, researchers tested 10 language models in four expert-checked public-service scenarios across 2,400 runs. In open-ended runs, agents read records 96.9% of the time but produced an artifact or selected a task in only 18.7%; with an explicit task, 86.0% produced something. Domain context cut boundary-probing turns by 60% but did not increase production, and some outputs contradicted the records. The team released scenarios, code and trajectories as a test organizations can run on their own records.
United Airlines will block AI assistants—including Meta’s Muse and Instinct and OpenAI’s Dots—from purchasing tickets, while still allowing them to display flight options and prices. The airline says few customers use bots to book flights but is concerned automated booking could violate FAA rules. Meta CEO Mark Zuckerberg has said travel planning is among Muse’s most popular uses. Meanwhile, a market forecast puts aviation AI at US$6.25 billion in 2026, up from US$4.88 billion in 2025, citing a 28.1% growth rate and demand for tools in operations, passenger service and predictive maintenance. The article also cites an August 2026 IATA report showing domestic passenger demand up 0.6% versus July 2025 and capacity up 0.2% year over year.
Charles Schwab has added AI features to its trading platforms, including its own Model Context Protocol server and the thinkorswim Assistant; the report does not detail the expanded capabilities. In biotech, a16z argues AI could make drug discovery more repeatable, pointing to more than 300 drugs projected to generate over US$1 billion in annual sales and a roughly US$5 trillion value for the 30 largest drug companies. It says the top 25% of drugs account for about 85% of industry revenue, while Lilly’s injectable GLP-1 medicines generated nearly US$17 billion in third-quarter 2026. AI startups are targeting work from identifying drug targets and ranking molecules to trial design and FDA paperwork, but regulated studies such as chronic toxicology tests remain a constraint. A16z also highlights the US$90 billion contract research organization market and asks whether AI firms can replace revenue lost to patent expirations or will sell to large drugmakers.
Generative AI is also appearing in court filings, according to Indiana lawyer John R. Maley, who describes a rise in self-represented litigants and lengthy, repetitive submissions. In Piper v. Indiana Department of Child Services, Judge Tanya Walton Pratt found incorrect and possibly nonexistent citations, as well as leftover AI drafting notes, and warned that inaccurate filings could bring sanctions or dismissal. In Quadros v. Trustees, Judge Gretchen S. Lund denied a request tied to a 405-page complaint, a 525-page appendix and 972 pages of exhibits, while considering whether the filings complied with federal rules.
Key Takeaways
- Four nonprofits seek an emergency court order pausing model training and deployment at Anthropic, Google, Meta, OpenAI and SpaceX, pending proof of human control.
- Digi Power X posted US$12.25 million in third-quarter revenue, including US$5.66 million from AI; it plans about US$350 million in 2027 investment and is expanding its Columbiana data center.
- Together AI says TKCC delivered up to 2.6Ă— the tokens-per-second performance of leading open-source engines in selected tests, including DeepSeek v4.1 Flash and Llama workloads.
- RAND found parental support strongly relates to teens’ homework use of AI; a separate 10-model public-service test found explicit tasks raised output production from 18.7% to 86.0%.
- United Airlines will prevent Meta’s Muse and Instinct and OpenAI’s Dots from buying tickets, citing concern that automated bookings could violate FAA rules; assistants can still show fares and options.
- Aviation AI market forecasts put its value at US$6.25 billion in 2026, compared with US$4.88 billion in 2025.
- Charles Schwab introduced AI features including an in-house Model Context Protocol server and thinkorswim Assistant; the report gives no details on the expanded capabilities.
- A16z sees AI opportunities across drug discovery and development, but says regulated studies remain a constraint; it cites a US$90 billion contract research organization market.
- Indiana judges have flagged AI-associated legal filings with questionable citations and leftover drafting notes, warning that inaccurate submissions can face sanctions or dismissal.
Nonprofits sue five AI companies to stop new model development
Four nonprofit groups sued Anthropic, Google, Meta, OpenAI and SpaceXSI in San Francisco Superior Court, asking a judge to stop them from developing or deploying new AI models. The groups cite cyberattacks and other harmful actions by AI systems, along with companies’ statements about risks to humanity. They say the companies violated California’s unfair competition law by endangering public health and interfering with the use of property. The lawsuit follows a midterm election in which Democrats won back control of Congress and called for stronger AI regulation.
Advocacy groups ask court to freeze AI development over safety concerns
A coalition of online safety and consumer advocacy groups sued Anthropic, Google, Meta, OpenAI and SpaceXSI in San Francisco Superior Court. The groups want a judge to stop the companies from developing or deploying new AI models, citing documented cyberattacks and other harmful actions by AI systems. The complaint says the companies cannot prevent their technology from causing catastrophic harm. The lawsuit comes as Democrats who won back control of Congress stress the need to regulate AI.
Four nonprofits seek an emergency pause on five companies’ AI models
The Irreplaceable Education Fund, Public Citizen, Heat Initiative and the Alliance for Secure AI asked a San Francisco court to pause AI model training and deployment by Anthropic, Google, Meta, OpenAI and SpaceX. They seek an emergency injunction and say the companies should resume only after proving the technology is under human control. The complaint cites AI-driven cyberattacks and claims the companies violated California law by endangering public health and interfering with the use of property. Irreplaceable Education Fund founder Phil Aroneanu said a real freeze would need clear rules, inspections and ways to verify compliance. The filing followed a Democratic midterm victory that could lead to tighter technology rules.
Digi Power X reports rising AI sales and plans major data center expansion
Digi Power X reported US$12.25 million in revenue for the three months ended September 30, 2026, up 85% from the previous quarter. AI revenue reached US$5.66 million, more than 400% above the second quarter, while GPU rental revenue rose 127% to US$2.46 million. The company recorded US$1 million in net income and ended the quarter with US$119.6 million in cash, cash equivalents and digital currencies, with no outstanding borrowings. Its first 15MW Columbiana, Alabama, data center phase is scheduled for commissioning in December and billing in January 2027, with a second 25MW phase targeted for tenant access in March. Digi Power X also secured a commitment for US$200 million in debt financing and plans about US$350 million in investment during 2027.
Digi Power X AI revenue reaches US$5.66 million in third quarter
Digi Power X reported US$5.66 million in AI revenue for the quarter ended September 30, equal to 46% of sales. The company had no AI revenue in the same quarter a year earlier, and its AI revenue rose more than 400% from the second quarter. GPU rentals brought in US$2.46 million, while the company said its NeoCloudz Token Factory was selling AI inference directly to customers. Net income was US$1 million, and adjusted EBITDA was US$0.6 million. The first 15MW phase of the Columbiana data center is expected to begin billing in January 2027, while the company plans about US$350 million in capital spending in 2027 and says financing for its expansion remains conditional.
Together Compiler speeds AI inference by up to 2.6 times
Together AI introduced Together Compiler, or TKCC, a system that continually optimizes AI inference as models and traffic change. It uses a Tiered Persistent Engine to reduce engine launch delays and a cost model to choose starting parallelism settings. TKCC ran the Llama 1B workload up to 1.7 times faster than optimized hand-written Megakernels, and it beat leading open-source engines by up to 2.6 times in tokens per second on InferenceX tests of Kimi K3, GLM 5.3, MiniMax M3.1 Flash, and DeepSeek v4.1 Flash. It also reached 1,111 TPS on M3.1 Flash and 1,205 TPS on DeepSeek v4.1 Flash at batch size 1, and serves trillions of tokens in Together AI’s production fleet.
RAND study finds income and parental support shape teens’ AI use
A RAND Corporation study surveyed about 1,000 parents and 1,800 teenagers in the United States about their use of artificial intelligence and how parents guide it. The study points to growing differences in AI access and encouragement between higher-income and lower-income families. Teenagers who felt their parents supported AI were much more likely to use it for homework than those who felt discouraged. RAND suggests schools consider safeguards on school-issued devices that require students to try assignments on their own before using general-purpose AI chatbots.
United Airlines blocks AI assistants from buying flight tickets
United Airlines will stop AI assistants, including Meta’s Muse, Instinct, and OpenAI’s Dots, from buying tickets. The airline said few travelers have used bots to buy flights, but it is concerned that automating parts of the booking process could violate FAA rules. AI assistants can still show users flight options and prices. Meta CEO Mark Zuckerberg said travel planning is one of Muse’s most popular uses.
AI aviation market forecast to reach $6.25 billion in 2026
The article says the artificial intelligence market in aviation is expected to grow from $4.88 billion in 2025 to $6.25 billion in 2026, a compound annual growth rate of 28.1 percent. Growth is linked to rising aviation data, safety needs, cost pressures, complex processes, and wider use of automation. Increasing passenger traffic is also encouraging airlines and airports to use AI for flight operations, passenger service, predictive maintenance, and other challenges. The article cites an August 2026 International Air Transport Association report of a 0.6 percent rise in domestic passenger demand compared with July 2025 and 0.2 percent year-on-year capacity growth.
Study tests how LLM agents handle unclear public service tasks
Researchers tested ten large language models in four expert-checked public service scenarios, using records and decision options that could be verified. Across 2,400 runs with four prompt conditions, agents read records in 96.9 percent of open-ended runs and produced an artifact or chose a task in 18.7 percent; when given an explicit task, 86.0 percent produced something. Adding domain context did not raise the production rate, but it reduced boundary-probing turns by 60 percent, and some outputs conflicted with the records. The researchers offer a test public service organizations can run on their own records before buying an AI system, along with released scenarios, code, and trajectories.
Charles Schwab adds AI tools across its trading platforms
Charles Schwab introduced new artificial intelligence features across its trading platforms on Thursday. The announcement includes the company’s own Model Context Protocol server and the thinkorswim Assistant. The article also mentions expanded capabilities, but the provided text does not specify what they include.
AI could help make drug discovery more repeatable
A16z says artificial intelligence could change how drug companies find and develop medicines, and increase the value of successful drug discoveries. Its Nov. 13 post counts more than 300 blockbuster drugs worldwide, each projected to earn over $1 billion in yearly sales, and values the top 30 drug companies at about $5 trillion. A16z says the top 25% of drugs bring in about 85% of industry revenue, while Lilly’s injectable GLP-1 medicines earned nearly $17 billion in the third quarter of 2026. AI-focused biotech startups aim to use models for tasks such as finding targets, ranking molecules, designing trials, recruiting patients and preparing FDA documents, but regulated studies such as chronic toxicology tests still limit how quickly drug development can move. A16z also points to a $90 billion global market for contract research organizations and asks whether AI startups can replace revenue lost when drug patents expire or will instead sell to large pharmaceutical companies.
Generative AI adds to the rise in legal filings, Indiana lawyer says
John R. Maley says courts across the country are facing a sharp rise in legal filings from people representing themselves, with some studies linking the increase to generative AI. Indiana federal courts are also dealing with the trend, including filings that are very long, repeated or submitted soon after being written. In Piper v. Indiana Department of Child Services, Judge Tanya Walton Pratt found incorrect and possibly nonexistent case citations, along with leftover AI drafting notes, in a motion and warned that inaccurate filings could lead to sanctions or dismissal. In Quadros v. Trustees, Judge Gretchen S. Lund denied a request involving a 405-page complaint, a 525-page appendix and 972 pages of exhibits, and considered whether the filings followed federal rules.
Sources
- Coalition sues to halt development of new AI models, citing huge risks
- Advocacy Groups Sue AI Giants to Freeze New Models, Warning of 'Catastrophic' Risks
- Nonprofits Sue OpenAI, Google, Meta to Freeze AI Training
- Digi Power X revenue jumps 50% as AI business accounts for nearly half of sales
- Digi Power X reports US$5.66M in quarterly AI revenue
- Together Compiler: Continual Compilation for AI Inference
- Are wealthier parents pushing teens towards AI? RAND study finds a growing income gap in how American families use artificial intelligence
- United Airlines bans AI agents from booking flights
- The Artificial Intelligence (AI) Market in Aviation is Projected to Grow at a 27.4% CAGR Through 2030
- Read and Ignore: What Self-Directed LLM Agents Do in Public Service Scenarios
- Charles Schwab Introduces New AI Capabilities Across Trading Platforms
- AI could make drug discovery repeatable
- John R. Maley: Generative AI has unleashed an onslaught of legal filings
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