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This Week in AI Anthropic Sets $70–$78 IPO Price Range Ahead of Expected November 19 Nasdaq Debut Anthropic’s proposed price range puts its upcoming Nasdaq debut in focus as investors weigh the cost of building frontier AI systems. The MCP Ecosystem Has a Security Problem An ODSC contributor finds authentication and validation gaps across MCP servers, showing what teams should inspect before connecting agents to external tools. AI Agents vs. Copilots: What’s the Difference, and When Should You U

The week’s clearest read on how AI is changing hiring came from a 38,000-person Northeastern University survey, which found that most people who make hiring decisions now use AI to screen resumes and that a quarter of them are taking on fewer entry-level workers. Fresh October labor data from CompTIA pointed the other way on volume, with tech-occupation unemployment at 2.8 percent and job postings tied to AI skills still climbing. Maryland’s comptroller launched a public dashboard to track where

This Week in AI WME Urges Ethical AI Licensing in OpenAI Copyright Battle With The New York Times WME is pushing for licensing and creator compensation in OpenAI’s copyright dispute, adding pressure on how AI companies use protected material. Google Gemini May Infringe EU Copyright Rules, Court Adviser Warns An EU court adviser warns that Gemini’s treatment of protected news content could violate copyright law, with implications for developers and publishers. Brookfield Plans $27 Billion AI Data

Use realistic test cases, verify Skill activation, and set release criteria before sharing an AI workflow. Your Claude Skill produces the expected report from a clean CSV. Then a teammate uploads a file with a missing column. Another asks why sales declined, although the available data contains no evidence of a cause. The next run may look equally polished while being wrong. To test Claude Skills before team rollout, check whether Claude selects the Skill for appropriate requests, follows its in

How can teams use generative AI across large BigQuery datasets without losing track of costs? Start by measuring a representative workload, translate its token use into a budget, and set daily quotas that give teams room to work while limiting unexpected consumption. Google recently made token-based cost management generally available for BigQuery generative AI functions . Administrators can set daily input and output token quotas at both the project and per-user levels. For data teams running c

What makes a geospatial AI model useful beyond a promising test score? The answer starts with data that matches the task, the location, and the conditions where the model will operate. A dataset suited to tracking forest change may offer too little detail to identify individual buildings, while a labeled benchmark may not represent the region where a model will eventually run. For data scientists and machine learning engineers, that means evaluating more than image quality. Spatial resolution, a

The clearest data release of the week pushed back on the idea that AI is already hollowing out hiring. Statistics Canada, in its first look at hiring and separation flows since generative AI reached the mass market, found the steepest slowdown in youth hiring sits in the jobs AI barely touches, and that coding-role hiring began falling before ChatGPT shipped. Worker surveys filled in the human side: ZipRecruiter found senior staff enjoy AI at work far more than entry-level employees do, and the

This Week in AI Musk Says SpaceX Secured $40 Billion for AI Chips, Warns of Neocloud Collapse Musk says SpaceX secured major AI chip financing while warning that debt-heavy neocloud providers could face financial pressure as infrastructure spending grows. Microsoft Offers Voluntary Buyouts to 60,000 Employees Amid AI Spending Push Microsoft’s voluntary buyout plans raise questions about workforce changes as the company continues directing significant investment toward AI infrastructure. Meta Pla

Two data releases last week put numbers on who the AI labor market is lifting and who it is passing over. The Pew Research Center found that men have captured almost all of the job growth in AI-exposed occupations since generative AI arrived, while women’s employment in those roles has stayed flat. Goldman Sachs economist Joseph Briggs estimated that up to 9 percent of workers could be displaced during the AI transition, though he expects the cuts to cluster in a recession rather than arrive at

Final Call: Save 30% on Door Prices Join us October 27–29 in San Francisco or live online for hands-on AI training, technical sessions, and practical learning built around the systems teams are working on now. If you’re planning to attend, don’t leave your registration until next week! Register Now If You Believe in the Future of AI, ODSC AI West 2026 Is for You From self-improving agents to physical AI, explore the confirmed sessions bringing AI builders together in San Francisco and online nex