Meta Limits AI Content Use, Launches 1866 Studio

Key Takeaways

• Meta removed a disputed AI training clause from its commercial terms, limiting use to advertising and business products effective October 30, though crawling of business-associated domains continues.
• Huntington Bank launched The 1866 Studio, an AI operating system built on Google Cloud's Gemini, to help small business owners with tasks like business launch, marketing, and loan applications.
• Higgsfield announced GPT-6 Astra can stretch AI video past 10 minutes with consistent shots, and GPT-Image-2.5 can render text and infographics on images.
• Modal plans to deploy its AI Sandboxes on Nvidia's Vera CPU, which in internal tests doubled throughput compared to an Intel server; no customer timeline was given.
• Oracle's five-year credit default swap spread hit 295 basis points, up 287% in a year, as S&P downgraded it to BBB- amid $118 billion in long-term debt and reliance on a $300 billion OpenAI deal.
• A N-able survey found 86% of organizations see rising AI-related security alerts, with nearly half lacking context to respond and 90% making security policy exceptions for AI tools.
• Booking Holdings launched Vayo, a personal AI travel service backed by $100 million, starting as an invite-only beta that organizes travel confirmations into single itineraries.
• Amazon's $220 billion AI investment tests the limits of its infrastructure buildout, with pressure to expand data center capacity while balancing costs against growth.
• Analysts say earnings will determine whether Big Tech's massive AI capex translates into real revenue, while Cornell's Kaushik Basu warned of fragility from the US-China AI race.
• David Miliband of the International Rescue Committee explored whether AI benefits will reach vulnerable communities, highlighting the gap between Silicon Valley gains and global aid.

Meta clarifies AI training terms after public feedback

Meta announced a clarification to its terms of service regarding AI training. The company stated that the consolidated crawling terms only apply to its ads and business products. Meta emphasized that this does not change how it uses web crawlers.

Meta AI training terms still visible in some previews

Meta claimed to clarify language regarding AI training on October 17. However, a review found the disputed training provision still visible in at least one official preview. The October 30 terms continue to authorize automated crawling of websites linked to business accounts. Marketers should review specific terms before the effective date.

Meta removes controversial AI training clause from terms

Meta removed a provision from its commercial terms that allowed scraping websites to train AI models. Legal experts described the original clause as remarkable. A Meta spokesperson stated the updated terms clarify that crawling applies only to ads and business products. Copyright disputes over AI training continue to affect the company.

Meta removes train from website crawling terms

Meta edited its business terms after lawyers and publishers objected to the word train. The revised clause limits content use to advertising and business products starting October 30. Critics note the new wording neither bans AI training outright nor commits Meta to honoring robots.txt files. The terms still allow Meta to use crawlers on business-associated domains.

Meta removes terms raising scraping and AI training concerns

Meta removed provisions from commercial terms that appeared to allow website scraping for AI training. The company removed the word train and limited permitted uses to advertising and business products. Legal experts questioned whether the revised wording resolves concerns about test credentials and robots.txt compliance. Publishers called for regulatory scrutiny amid wider AI copyright disputes.

Meta removes disputed AI training wording after publisher backlash

Meta removed disputed wording from its commercial terms that publishers feared could justify scraping news sites for AI training. The Verge first reported the removal on October 17, 2026. However, FourWeekMBA later reported the sentence still appeared in the UK English preview. Meta spokesperson Daniel Roberts said the terms apply only to ads and business products and do not change web crawling practices.

Meta revises terms to limit AI training use of website content

Meta revised its commercial terms after concerns that website content could be used to train AI models. The latest version removes the word train and limits use to Meta's advertising and business products. The company still retains the ability to crawl websites. Site owners can still set scraping preferences through robots.txt, though legal experts note the revised terms do not explicitly require Meta to follow them.

Meta's AI training clause still present in October 30 terms

A sentence in Meta's updated Commercial Terms still allows the company to use content from business websites for AI-related purposes. Reports of the clause's removal were contradicted by later findings. The terms are scheduled to take effect on October 30. The situation leaves uncertainty about how widely the changes apply across different editions.

Meta withdraws AI training clause after web scraping concerns

Meta withdrew a contentious provision from its commercial terms after legal experts warned it could allow wider use of website content for AI training. The clause had appeared to let Meta use content from domains and URLs for developing and training products. Critics, including Cornell professor James Grimmelmann, raised concerns about overriding publisher controls like robots.txt. Meta maintained the revision does not change its web crawling practices.

Meta cuts AI training clause but keeps crawling authorization

Meta removed language from its business terms that would have allowed training AI on content crawled from business-linked websites. The deleted sentence authorized use of crawled content to train products. However, the terms still permit Meta to use scrapers, bots, crawlers, and user agents to collect content. News/Media Alliance spokesperson Sam Quigley said removing training from listed uses does not rule it out entirely. The revised terms take effect October 30.

Google Helps Huntington Bank Launch AI Operating System for Small Businesses

Huntington Bank introduced The 1866 Studio, an AI-powered operating system built with Google Cloud's Gemini platform. Named for the year the bank was founded, the tool offers AI agents that help small business owners with tasks like launching a business, creating marketing campaigns, and applying for loans. The platform keeps business context across tasks so owners can make decisions across different tools. It is designed to support businesses from idea to growth and exit.

Huntington Bank Unveils The 1866 Studio AI Operating System with Google Cloud

Huntington National Bank launched The 1866 Studio on October 19, 2026, an AI-powered small business operating system built using Google Cloud's Gemini platform. The tool combines business guidance, financial intelligence, and AI tools in one place for aspiring and current small business owners. It uses agentic AI workflows to help owners handle financial, operational, and management tasks more efficiently. Initial features include support for business launch, marketing creation, and funding readiness.

Who Will Benefit From the AI Revolution?

David Miliband, President and CEO of the International Rescue Committee, wrote about how AI technology can help the least fortunate people around the world. The article explores whether the benefits of AI will reach those who need them most. It was published on October 19, 2026, by Time. The piece considers the gap between AI fortunes in Silicon Valley and aid to vulnerable communities.

Higgsfield Pushes AI Video Past 10 Minutes with New OpenAI Models

Higgsfield announced that GPT-6 Astra can stretch AI video to over 10 minutes while keeping shots consistent for small teams. The company also highlighted GPT-Image-2.5, which can render text and infographics on images for affordable promotional content. CEO Alex Mashrabov described a future vision where creators describe an idea out loud and watch it render in real time. No timeline, cost, or demo was shared for the voice-to-video concept.

Modal Says Nvidia Vera CPU Doubles Throughput for AI Sandboxes

Modal plans to run its AI agent Sandboxes product on Nvidia's Arm-based Vera CPU, its first move away from x86 chips. In Modal's own tests, Vera handled up to twice as many tasks as an Intel server when packed with containers. The results have not been independently checked. Nvidia unveiled Vera in March as a CPU built for AI agents with 88 cores, and Modal did not say when the Vera-powered sandboxes will reach customers.

Oracle's rising debt costs signal AI investment stress

Investors are demanding higher insurance costs against an Oracle default. The company's five-year credit default swap spread hit 295 basis points, up 287% in one year. S&P downgraded Oracle to BBB- due to its expanding infrastructure business and weaker expected cash flow. Oracle has issued $118 billion in long-term debt and faces negative free cash flow forecasts. The company is counting on AI revenue, including a $300 billion deal with OpenAI, to ease the financial pressure.

AI security alerts overwhelm defenders, survey finds

A survey by N-able found that 86% of organizations report rising security alert volumes due to AI. Nearly half say the alerts lack enough context to respond effectively. About 90% of respondents make exceptions to security policies to accommodate AI tools. Staffing shortages and tight budgets leave many companies exposed to attacks like ransomware and data theft. The survey highlights growing tension between AI-driven defense tools and operational complexity.

Booking Holdings launches AI travel service Vayo

Booking Holdings launched Vayo, a personal AI travel service, with a planned $100 million investment. The free invite-only beta opened on October 14 and starts by organizing travel confirmations into one itinerary. Vayo works with reservations from Booking brands, other platforms, hotels and airlines. The company plans to add direct booking, a native app and trip planning features. The service aims to influence traveler decisions after a reservation is already made.

Earnings will test whether AI spending delivers real revenue

Mabrouk Chetouane of Natixis Investment Managers said earnings will decide whether the AI trade holds. He said investors are not panicking about stock direction but want to see if Big Tech can turn massive capex into real revenue. Kaushik Basu of Cornell University warned that AI advances and global tensions create fragility. Basu compared the US-China AI race to Cold War nuclear balance and called for coordination. The Bund Summit in Shanghai hosted the discussion.

Amazon's $220 billion AI investment pushes its empire to new limits

Amazon is making a $220 billion AI investment that tests how far its business empire can stretch. The spending reflects the scale of the AI boom and Amazon's drive to lead in infrastructure. Prasad Kalyanaraman, vice president of infrastructure services at Amazon Web Services, spoke about the challenge. The investment highlights the pressure to build data center capacity fast. Amazon is balancing massive costs against long-term growth expectations.

Sources

• Meta Clarifies Terms of Service Change Over AI Training Concerns
• Meta's AI-training terms conflict ahead of Oct. 30
• Meta Drops Commercial Terms Language That Sparked AI Training and Scraping Concerns
• Meta Drops "Train" From Website Crawling Terms
• Meta removes terms that raised concerns over website scraping and AI training
• Meta removes disputed AI-training wording from commercial terms after publisher backlash
• Meta changes terms that raised concerns over scraping publisher websites
• Meta's AI training clause still in Oct 30 terms after report of removal
• Meta removes AI training clause after backlash over web scraping concerns
• Meta Cuts AI Training Clause But Continues Crawling Partner Websites
• Google Helps Huntington Bank Deploy AI-Powered Operating System
• Huntington Bank Introduces The 1866 Studio, an AI-Powered Small Business Operating System Built with Google Cloud
• Who Will Benefit From the AI Revolution?
• Higgsfield pushes AI video past 10 minutes
• Modal says Nvidia's Vera CPU doubles throughput for its AI sandboxes
• Credit stress is threatening to unwind the AI bull. All eyes are on Oracle to hold the line
• 86% report rising security alerts as AI overwhelms defenders
• Booking Holdings Launches Vayo With Planned $100 Million Investment as AI Reshapes Hotel Distribution |
• Earnings to Test AI Trade as Bund Summit Opens
• Amazon's $220 billion AI bet tests the limits of its empire