https://thedenominator.ai/ai-treasury/unpredictable-tech-bills-cost-uk-3-8-billion The Denominator en 2026-11-12T22:48:52.000Z Unpredictable Tech Bills Reportedly Cost British Firms £3.8 Billion a Year. AI Is the Hardest to Forecast. https://thedenominator.ai/agentic-commerce/united-bans-ai-agents-from-buying-tickets-upgrades The Denominator en 2026-11-12T22:48:52.000Z United Bans AI Agents From Buying Its Tickets, Even With a Human Approving Every Step https://thedenominator.ai/ai-capacity/texas-holds-56-data-center-capacity-facing-pause The Denominator en 2026-11-12T22:48:52.000Z Texas Holds 56% of the US Data Center Capacity Facing a Governor's Pause https://thedenominator.ai/ai-moneyball/servicenow-wants-buyers-off-legacy-crm-weeks The Denominator en 2026-11-12T22:48:52.000Z ServiceNow Wants Buyers Off Legacy CRM and Says Its New Engine Does It in Weeks https://thedenominator.ai/ai-moneyball/servicenow-launches-arc-personal-ai-agent-employees The Denominator en 2026-11-12T22:48:52.000Z ServiceNow Launches Arc, a Personal AI Agent That Pursues Tasks on Its Own https://thedenominator.ai/ai-estate/open-weight-ai-hacked-firefox-about-1000-version The Denominator en 2026-11-12T22:48:52.000Z In a Test, an Open-Weight AI Model Hacked Six Firefox Versions for About $1,000 Each https://thedenominator.ai/agentic-commerce/metas-muse-made-59-ai-agent-requests-october The Denominator en 2026-11-12T22:48:52.000Z Meta's Muse Made 59% of AI Agent Requests on HUMAN's Customer Sites. OpenAI Made 30%. https://thedenominator.ai/ai-wealth/interactive-brokers-lets-ai-trade-75000-instruments-alone The Denominator en 2026-11-12T22:48:52.000Z Interactive Brokers Lets Clients' AI Trade 75,000 Instruments Without Per-Order Approval https://thedenominator.ai/ai-treasury/googles-gemini-decisions-api-bills-zero-output-tokens The Denominator en 2026-11-12T22:48:52.000Z Google Starts Selling a Gemini Model That Writes No Text and Bills No Output https://thedenominator.ai/ai-moneyball/google-cloud-bets-750-million-partners-deploy-gemini The Denominator en 2026-11-12T22:48:52.000Z Google Cloud Bets $750 Million on Partners to Put Gemini Into Production https://thedenominator.ai/agentic-commerce/google-ads-ai-label-wont-excuse-impersonation The Denominator en 2026-11-12T22:48:52.000Z Google Ads Reportedly Says an AI Label Won't Excuse Impersonating a Public Figure https://thedenominator.ai/ai-estate/forescout-cut-nine-month-bug-hunt-90-hours The Denominator en 2026-11-12T22:48:52.000Z Forescout Used Off-the-Shelf AI to Cut a Nine-Month Bug Hunt to 90 Hours https://thedenominator.ai/model-labs/fable-5-2-edges-gemini-4-carbon The Denominator en 2026-11-12T22:48:52.000Z Claude Fable 5.2 Edges Gemini 4 Carbon on Google's Benchmark. It Costs More Than Six Times as Much. https://thedenominator.ai/agentic-commerce/citi-reportedly-wants-ai-firms-pay-agent-errors The Denominator en 2026-11-12T22:48:52.000Z Citi Reportedly Wants AI Companies, Not Hotels or Banks, to Pay When Agents Book the Wrong Trip https://thedenominator.ai/model-labs/chinese-models-capture-89-us-open-source-spending The Denominator en 2026-11-12T22:48:52.000Z Chinese Models Capture 89% of US Corporate Open-Source AI Spending, Menlo Ventures Report Finds https://thedenominator.ai/ai-estate/attackers-use-free-ai-tool-artex-reach-cloud The Denominator en 2026-11-12T22:48:52.000Z Attackers Use Free AI Pentest Tool ARTEX to Reach Cloud Accounts in Under a Day https://thedenominator.ai/agentic-commerce/amazon-opens-alexa-shopping-all-signed-uk-customers The Denominator en 2026-11-12T22:48:52.000Z Amazon Opens Alexa for Shopping to All Signed-In UK Customers Before Black Friday https://thedenominator.ai/model-labs/14-30-vertical-ai-leaders-train-own-models The Denominator en 2026-11-12T22:48:52.000Z 14 of the 30 Most Valuable Vertical AI Companies Now Train Their Own Models https://thedenominator.ai/ai-wealth/wealthsimple-link-chatgpt-claude-as-banks-block-agents The Denominator en 2026-11-12T00:50:23.000Z Canada's Big Banks Restrict Outside AI Agents. Wealthsimple Plans to Connect ChatGPT and Claude. https://thedenominator.ai/physical-ai/vw-weighs-china-software-up-75-european-cars The Denominator en 2026-11-12T00:50:23.000Z Volkswagen Reportedly Weighs China-Built Software for Up to 75% of Its Core European Models https://thedenominator.ai/ai-capacity/voters-turned-against-data-centers-openai-drops-ndas The Denominator en 2026-11-12T00:50:23.000Z Voters Turned Against Data Centers in Dozens of Local Ballots. OpenAI Is Reportedly Dropping Its NDAs. https://thedenominator.ai/agentic-commerce/tripadvisors-369-5-million-search-writedown-seo-drag The Denominator en 2026-11-12T00:50:23.000Z Tripadvisor Takes a $369.5 Million Hit From Search. Its CFO Says the Drag Lasts Into 2027. https://thedenominator.ai/ai-treasury/sap-swaps-priciest-ai-models-bills-per-task The Denominator en 2026-11-12T00:50:23.000Z SAP Is Swapping Out Its Priciest AI Models. Customers Still Pay Per Completed Task. https://thedenominator.ai/physical-ai/samsung-cut-chip-simulation-18-hours-41-seconds The Denominator en 2026-11-12T00:50:23.000Z Samsung Cut a Chip Simulation From About 18 Hours to 41 Seconds on Nvidia GPUs https://thedenominator.ai/ai-moneyball/salesforces-koa-decisions-routes-requests-26-milliseconds The Denominator en 2026-11-12T00:50:23.000Z Salesforce's Koa Decisions Routes Requests in 26 Milliseconds. An LLM Takes 1.4 Seconds. https://thedenominator.ai/model-labs/openai-buys-pierre-computer-whose-git-tools-run The Denominator en 2026-11-12T00:50:23.000Z OpenAI Buys Pierre Computer, Whose Git Tools Already Run Inside Codex https://thedenominator.ai/ai-wealth/only-42-455-biggest-rias-have-ai-leader The Denominator en 2026-11-12T00:50:23.000Z Only 42 of the 455 Biggest RIAs Have an AI Leader. 71% of Those Firms Hire for AI. https://thedenominator.ai/model-labs/micro1-topped-googles-10m-bid-spirit-airlines-emails The Denominator en 2026-11-12T00:50:23.000Z Micro1 Topped Google's $10 Million Bid for Spirit Airlines' Emails. The Sale Is on Hold. https://thedenominator.ai/agentic-commerce/metas-muse-books-expedia-hotels-ai-traffic-thin The Denominator en 2026-11-12T00:50:23.000Z Meta's Muse Now Books Expedia Hotels. Expedia Still Sees No Meaningful AI Traffic. https://thedenominator.ai/model-labs/kimi-takes-61-enterprise-open-source-ai-spend The Denominator en 2026-11-12T00:50:23.000Z Moonshot's Kimi Takes 61% of Enterprise Open-Source AI Spending. Meta's Llama Has 7%. https://thedenominator.ai/ai-estate/hijacked-ai-access-ran-up-1-million-bills The Denominator en 2026-11-12T00:50:23.000Z Attackers Hijacked Companies' AI Access and Ran Up Bills as High as $1 Million, Mandiant Says https://thedenominator.ai/ai-estate/hamburg-privacy-watchdog-uses-openai-complaints-up-62 The Denominator en 2026-11-12T00:50:23.000Z Hamburg's Privacy Regulator Says Its OpenAI Model May Hold Personal Data. It Uses It Anyway. https://thedenominator.ai/ai-wealth/foster-wants-fed-watching-bank-health-real-time The Denominator en 2026-11-12T00:50:23.000Z Rep. Bill Foster Wants the Fed Watching Bank Health in Real Time as AI Speeds Up Stress https://thedenominator.ai/ai-capacity/deepx-5-watt-chip-targets-nvidias-robot-customers The Denominator en 2026-11-12T00:50:23.000Z DeepX Targets Nvidia's Robot Customers With a 5-Watt Chip for 100B-Parameter Models https://thedenominator.ai/ai-estate/deepmind-agents-cut-rsa-1024-forgery-391-core The Denominator en 2026-11-12T00:50:23.000Z Google DeepMind's AI Agents Reportedly Cut an RSA-1024 Forgery Attack From 1,380 CPU Core-Years to 391 https://thedenominator.ai/ai-estate/cloudflare-websites-bear-cost-14-ai-agent-problems The Denominator en 2026-11-12T00:50:23.000Z Cloudflare Lists 14 Problems AI Agents Create for Websites. Sites Pay for Nearly All. https://thedenominator.ai/ai-estate/cloudflare-books-first-revenue-from-metering-ai-agents The Denominator en 2026-11-12T00:50:23.000Z Cloudflare Booked Its First Revenue From Metering AI Agents' Web Traffic https://thedenominator.ai/physical-ai/china-blocks-softbanks-5-3-billion-abb-robotics The Denominator en 2026-11-12T00:50:23.000Z China Blocks SoftBank's $5.3 Billion Deal for ABB Robotics Over AI Training Data https://thedenominator.ai/ai-leadership/aws-ai-chief-drop-return-tokens-business-metrics The Denominator en 2026-11-12T00:50:23.000Z AWS's Applied AI Chief Tells Companies to Drop 'Return on Tokens' for Business Metrics https://thedenominator.ai/ai-capacity/astera-labs-revenue-jumps-154-q4-guide-750m The Denominator en 2026-11-12T00:50:23.000Z Astera Labs' Revenue Jumped 154% to $584.9 Million. Its Next-Quarter Forecast Tops Out at $750 Million. https://thedenominator.ai/ai-capacity/arm-sees-up-2-billion-from-server-chip The Denominator en 2026-11-12T00:50:23.000Z Arm Expects Up to $2 Billion From Its Own Server Chip. Meta Is the Lead Customer. https://thedenominator.ai/ai-wealth/anthropic-wires-claude-into-2-years-bank-transactions The Denominator en 2026-11-12T00:50:23.000Z Anthropic Wires Claude Into Bank Accounts. It Can Read Two Years of Transactions. https://thedenominator.ai/agentic-commerce/amazons-alexa-shopping-agent-now-builds-carts-buys The Denominator en 2026-11-12T00:50:23.000Z Amazon's Shopping Agent Moves Into Text Messages. Alexa Builds the Cart and Buys. https://thedenominator.ai/ai-treasury/ai-spend-reportedly-rose-42-then-1-5 The Denominator en 2026-11-12T00:50:23.000Z AI Token Spend Reportedly Rose 42% in July. Across August and September, It Rose 1.5%. https://thedenominator.ai/model-labs/ai-labs-back-opt-out-0-15-crawls The Denominator en 2026-11-12T00:50:23.000Z Anthropic, Google, Microsoft and OpenAI Back an AI Training Opt-Out. Their Crawlers Rarely Check Robots.txt. https://thedenominator.ai/ai-treasury/23-finance-leaders-prove-ai-return-3-rejected The Denominator en 2026-11-12T00:50:23.000Z 23% of Finance Leaders Can Trace AI Spend and Prove Its Return. Just 3% Got Turned Down. https://thedenominator.ai/agentic-commerce/zalandos-ai-agent-will-sell-other-retailers-goods The Denominator en 2026-11-12T00:50:23.000Z Zalando's New AI Agent Will Sell Other Retailers' Goods as Discounts Squeeze Margins https://thedenominator.ai/physical-ai/uber-targets-2000-robotaxis-2027-wants-outside-funding The Denominator en 2026-11-12T00:50:23.000Z Uber Targets 2,000 Driverless Cars by End-2027 and Wants Others to Fund 10,000 https://thedenominator.ai/physical-ai/tutor-intelligence-raises-75-million-rent-robot-workers The Denominator en 2026-11-12T00:50:23.000Z Tutor Intelligence Raises $75 Million to Rent Out Robot Workers by the Hour https://thedenominator.ai/ai-estate/three-quarters-datadogs-biggest-customers-use-ai-products The Denominator en 2026-11-12T00:50:23.000Z Three-Quarters of Datadog's Biggest Customers Now Use Its AI Products https://thedenominator.ai/physical-ai/teslas-seventh-robotaxi-city-skipped-coming-soon-list The Denominator en 2026-11-12T00:50:23.000Z Tesla's Seventh Robotaxi City Wasn't on Its Own Coming-Soon List https://thedenominator.ai/model-labs/tencents-hy4-uses-computers-0-83-per-million The Denominator en 2026-11-12T00:50:23.000Z Tencent's Flagship Hy4 Learns to Use Computers, at $0.83 per Million Input Tokens https://thedenominator.ai/ai-leadership/suse-reportedly-cuts-10-staff-citing-automation-ai The Denominator en 2026-11-12T00:50:23.000Z SUSE Reportedly Cuts About 10% of Its Staff, Citing 'Automation and AI' https://thedenominator.ai/ai-wealth/smaller-banks-open-accounts-ai-agents The Denominator en 2026-11-12T00:50:23.000Z Smaller Banks Open Accounts to the AI Agents Big Banks Keep Out https://thedenominator.ai/ai-wealth/schwab-backed-nevis-but-limits-ai-agents-reading The Denominator en 2026-11-12T00:50:23.000Z Schwab Invested in Agent Startup Nevis but Reportedly Won't Let AI Agents Act on Its Platform Yet https://thedenominator.ai/ai-moneyball/salesforce-agrees-buy-cresta-maker-voice-agents The Denominator en 2026-11-12T00:50:23.000Z Salesforce Agrees to Buy Cresta, Whose Voice Agents Resolve Customer Calls End to End https://thedenominator.ai/physical-ai/rockwell-tariff-refunds-cut-sales-growth-4-points The Denominator en 2026-11-12T00:50:23.000Z Rockwell's Sales Rose 1% as Its Tariff Refunds Shaved Off About 4 Points https://thedenominator.ai/ai-capacity/riot-leases-910-mw-campus-anthropic-28-billion The Denominator en 2026-11-12T00:50:23.000Z Riot Leases Its Entire 910 MW Texas Campus to Anthropic for About $28 Billion https://thedenominator.ai/ai-estate/orange-sends-capped-ai-agents-into-billing-support The Denominator en 2026-11-12T00:50:23.000Z Orange Sends AI Agents Into Billing Support in 26-Plus Countries, Each With a Cost Cap https://thedenominator.ai/ai-treasury/oracle-pays-up-8-65-20-billion-ai The Denominator en 2026-11-12T00:50:23.000Z Oracle Pays Up to 8.65% to Raise $20 Billion It Calls Its Final AI Build Funding https://thedenominator.ai/model-labs/openai-revenue-grew-70-q3-after-rough-half The Denominator en 2026-11-12T00:50:23.000Z OpenAI's Brockman Says Revenue Grew 70% in Q3 After a 'Pretty Rough' First Half https://thedenominator.ai/ai-treasury/nisco-says-300-ai-models-save-15-million The Denominator en 2026-11-12T00:50:23.000Z Chinese Steelmaker NISCO Says 300 AI Models Save It More Than $15 Million a Year https://thedenominator.ai/ai-leadership/nice-cuts-500-jobs-after-denying-plans-do The Denominator en 2026-11-12T00:50:23.000Z Nice Said in July It Had No Plans to Cut Jobs. Now It's Cutting 500, Citing AI. https://thedenominator.ai/ai-estate/muji-345000-customers-card-numbers-may-have-leaked The Denominator en 2026-11-12T00:50:23.000Z Muji Says Full Card Numbers of 345,000 Customers May Have Leaked https://thedenominator.ai/ai-wealth/morgan-stanley-advisors-reportedly-tried-nearly-50000-agents The Denominator en 2026-11-12T00:50:23.000Z Morgan Stanley Advisors Reportedly Made Nearly 50,000 Attempts to Build Their Own AI Agents https://thedenominator.ai/model-labs/moonshot-opens-kimi-k3-1-weights-with-strings The Denominator en 2026-11-12T00:50:23.000Z Moonshot Opens the Weights of a 2.8 Trillion-Parameter Model, With Strings Attached https://thedenominator.ai/ai-moneyball/mondelez-accenture-wire-agentic-ai-into-order-cash The Denominator en 2026-11-12T00:50:23.000Z Mondelez Wires Agentic AI Into Its Order-to-Cash Process With Accenture https://thedenominator.ai/ai-treasury/midterms-microsoft-amazon-up-6-coreweave-down-10 The Denominator en 2026-11-12T00:50:23.000Z After Democratic Midterm Wins, Microsoft and Amazon Rose 6% and CoreWeave Fell 10% https://thedenominator.ai/agentic-commerce/marriott-ceo-says-ai-platforms-lean-toward-ads The Denominator en 2026-11-12T00:50:23.000Z Marriott's CEO Says AI Platforms Lean Toward Ads, Not Booking Fees https://thedenominator.ai/ai-estate/luma-agents-prepped-half-medical-centers-colonoscopy-cases The Denominator en 2026-11-12T00:50:23.000Z Luma Health's Agents Prepared Half of One Hospital's Colonoscopy Patients With No Staff Calls https://thedenominator.ai/model-labs/lawsuit-calls-brave-ai-fence-selling-scraped-news The Denominator en 2026-11-12T00:50:23.000Z Lawsuit Calls Brave an 'AI Fence' Selling Scraped News to Anthropic and Perplexity https://thedenominator.ai/ai-estate/kongs-new-tools-charge-ai-costs-back-teams The Denominator en 2026-11-12T00:50:23.000Z Kong's New Tools Let Companies Charge AI Costs Back to Teams and Agents https://thedenominator.ai/agentic-commerce/klaviyos-agent-passed-10000-daily-accounts-3-weeks The Denominator en 2026-11-12T00:50:23.000Z Klaviyo's Marketing Agent Passed 10,000 Daily Accounts in Three Weeks. That's Only 5%. https://thedenominator.ai/ai-moneyball/intuits-ai-agents-close-books-quickbooks-with-review The Denominator en 2026-11-12T00:50:23.000Z Intuit Lets AI Agents Close the Books Inside QuickBooks, but Nothing Posts Without Review https://thedenominator.ai/ai-capacity/hut-8-fills-beacon-point-leases-hit-26 The Denominator en 2026-11-12T00:50:23.000Z Hut 8 Fills Its Beacon Point Campus, Lifting AI Lease Value to $26.6 Billion https://thedenominator.ai/ai-moneyball/hubspot-says-ai-changes-buying-q4-growth-12 The Denominator en 2026-11-12T00:50:23.000Z HubSpot Says AI Is Changing How Customers Buy. It Guided Growth Down to 12%. https://thedenominator.ai/ai-estate/googles-generators-never-started-london-outage-hitting-hsbc The Denominator en 2026-11-12T00:50:23.000Z Google's Backup Generators Never Started in the London Outage That Hit Lloyds and HSBC https://thedenominator.ai/ai-treasury/google-backstops-terawulfs-19-billion-anthropic-lease-financing The Denominator en 2026-11-12T00:50:23.000Z Google Will Backstop TeraWulf's Financing for a $19 Billion Anthropic Data Center Lease https://thedenominator.ai/ai-moneyball/freshworks-ai-agent-studio-added-2-5m-arr The Denominator en 2026-11-12T00:50:23.000Z Freshworks' AI Agent Studio Added $2.5 Million in New ARR. Its CX Business Grew 4%. https://thedenominator.ai/ai-capacity/fermaca-becomes-mexicos-first-nvidia-cloud-partner The Denominator en 2026-11-12T00:50:23.000Z Fermaca Becomes Mexico's First Nvidia Cloud Partner, With a 1 GW Ambition in Durango https://thedenominator.ai/model-labs/fal-reportedly-doubles-valuation-16-billion-since-april The Denominator en 2026-11-12T00:50:23.000Z Fal Reportedly Doubles Its Valuation to $16 Billion Since April https://thedenominator.ai/agentic-commerce/expedia-ai-agents-win-discovery-travelers-book-direct The Denominator en 2026-11-12T00:50:23.000Z Expedia's CEO Says AI Agents Win at Discovery, but Travelers Still Book With Brands https://thedenominator.ai/ai-leadership/dragos-hires-rob-lee-as-chief-ai-officer The Denominator en 2026-11-12T00:50:23.000Z Dragos Hires SANS Veteran Rob T. Lee as Its First Chief AI Officer https://thedenominator.ai/ai-treasury/cognitions-swe-2-flash-fifth-price-private-weights The Denominator en 2026-11-12T00:50:23.000Z Cognition's SWE-2 Flash Costs One-Fifth as Much as SWE-2. Its Weights Stay Private. https://thedenominator.ai/ai-estate/cisa-orders-fix-2024-apple-flaw-hackers-exploit The Denominator en 2026-11-12T00:50:23.000Z CISA Orders Agencies to Fix an Apple Flaw Patched in 2024 as Hackers Exploit It https://thedenominator.ai/ai-wealth/chime-calls-jade-ai-agent-biggest-bet The Denominator en 2026-11-12T00:50:23.000Z Chime Calls Its Jade Agent Its Biggest Bet and Says AI Will Erode Big Banks' Inertia https://thedenominator.ai/ai-treasury/broadridges-ai-cut-operations-work-25 The Denominator en 2026-11-12T00:50:23.000Z Broadridge's AI Cut Operations Work 25%. It Sees a Path to Nearly 50%. https://thedenominator.ai/ai-estate/brava-raises-15-million-find-attacks-detection-misses The Denominator en 2026-11-12T00:50:23.000Z Brava Raises $15 Million to Find the Attacks AI Threat Detection Would Miss https://thedenominator.ai/ai-capacity/arms-q2-record-1-44b-leaves-royalties-short The Denominator en 2026-11-12T00:50:23.000Z Arm's Second-Quarter Revenue Hits a Record $1.44 Billion, but Royalties Fell Short of Estimates https://thedenominator.ai/agentic-commerce/applovin-revenue-jumps-55-2-18b-new-ai The Denominator en 2026-11-12T00:50:23.000Z AppLovin's Revenue Jumps 55% to $2.18 Billion on a New AI Ad Model https://thedenominator.ai/model-labs/applied-compute-hits-100m-run-rate-raises-350m The Denominator en 2026-11-12T00:50:23.000Z Applied Compute Reaches a $100 Million Run Rate in Under 18 Months, Now Valued at $3.25 Billion https://thedenominator.ai/ai-treasury/apple-reportedly-cuts-some-engineers-ai-budgets-200 The Denominator en 2026-11-12T00:50:23.000Z Apple Reportedly Cuts Some Engineers' Daily AI Budgets to $200 From $300 https://thedenominator.ai/agentic-commerce/ai-agents-booked-4-uber-rides-halloween-week The Denominator en 2026-11-12T00:50:23.000Z AI Agents Booked Four Uber Rides During a Week of 320 Million Trips and Orders https://thedenominator.ai/physical-ai/agility-robotics-goes-public-465-million-below-projections The Denominator en 2026-11-12T00:50:23.000Z Agility Robotics Goes Public on Nasdaq With $465 Million, Below the $620 Million First Projected https://thedenominator.ai/agentic-commerce/74-shoppers-use-ai-15-let-agents-pay The Denominator en 2026-11-12T00:50:23.000Z 74% of Shoppers Will Use AI Assistants. Only 15% Will Let an Agent Pay. https://thedenominator.ai/ai-capacity/600000-nvidia-h200-chips-reportedly-sit-hong-kong The Denominator en 2026-11-12T00:50:23.000Z 600,000 Nvidia H200 Chips Reportedly Sit in Hong Kong as Beijing Withholds Approval