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OpenAI launches Business Hub for verified ChatGPT profiles

OpenAI introduced a beta Business Hub that lets companies create verified ChatGPT profiles and launch dedicated Business Agents, while Google unveiled a low‑cost Gemini Decisions API for rapid multimodal yes/no queries and United Airlines barred AI agents from completing flight bookings due to privacy and regulatory concerns1,2,3,4.

The 30-second version

Short on time? Today in three lines. The full stories follow below.

  1. OpenAI’s Business Hub lets companies verify profiles and launch AI agents in ChatGPT, offering limited usage insights1.
  2. Google's Gemini Decisions API scores up to 1,000 multimodal yes/no questions in a single 150‑250 ms pass, costing $0.10 per million input tokens2.
  3. United bars AI assistants from completing flight bookings to protect data and meet DOT/FAA rules4.
When today's stories broke Timeline of the 5 stories in this post, by the time each source published, in India time. WHEN TODAY'S STORIES BROKE · IST 21:33 Tue 10 Nov Google DeepMind releases Gemini 4 Carbon model Research · Google DeepMind 00:19 Wed 11 Nov OpenAI adds business profiles to ChatGPT Products · TechCrunch 13:00 Wed 11 Nov Nvidia board hires law firm for internal probe Architecture · TechCrunch 23:30 Wed 11 Nov Google launches Gemini Decisions API for fast multimodal choices Models · Google AI blog 03:24 Thu 12 Nov United blocks AI agents from booking flights Products · The Verge
When today's stories broke Timeline of the 5 stories in this post, by the time each source published, in India time. WHEN TODAY'S STORIES BROKE · IST 21:33 10 Nov Google DeepMind releases Gemini 4 Carbon model Research · Google DeepMind 00:19 11 Nov OpenAI adds business profiles to ChatGPT Products · TechCrunch 13:00 11 Nov Nvidia board hires law firm for internal probe Architecture · TechCrunch 23:30 11 Nov Google launches Gemini Decisions API for fast… Models · Google AI blog 03:24 12 Nov United blocks AI agents from booking flights Products · The Verge
Times are when each source published, in India time.
Products

OpenAI adds business profiles to ChatGPT

OpenAI announced a Business Hub for ChatGPT on 10 November 2026, letting companies create verified business profiles in a beta rollout. The hub also enables eligible firms to launch a specialized business agent that users can query about products and services. The move is positioned as an early step toward deeper business integration within ChatGPT1.

The Business Hub mirrors search‑engine style profiles, allowing enterprises to verify and update product and service information, similar to Google listings. Companies receive limited business insights such as profile views, mentions, and website clicks, echoing features of Google Analytics. Verification will follow a formal process with multiple methods varying by market, as explained by Benji Shomair, OpenAI’s VP of Monetization. Earlier attempts to turn ChatGPT into a direct e‑commerce platform with a commission model and checkout cart were retired in March 2026 after failing to gain traction1.

ChatGPT has become a Popular discovery tool, prompting OpenAI to add features that let businesses control how AI presents their offerings. By adding profile verification and analytics, OpenAI aims to make ChatGPT function more like a search engine for product information. The initiative follows a previous, unsuccessful e‑commerce effort, suggesting a strategic shift toward supporting businesses rather than competing directly with retailers1.

Models

Google launches Gemini Decisions API for fast multimodal choices

Google DeepMind announced the Gemini Decisions API on 11 November 2026, powered by the new Gemini Decision 1 model. The service lets developers submit up to 1,000 yes/no, choice, or rubric‑scoring questions in a single request. It supports text, images, audio, video, and PDF inputs and returns probability and confidence scores without generating answer text2.

Gemini Decision 1 evaluates up to 256K tokens per request and can handle contexts up to 16K tokens while keeping median compute latency at 50‑100 ms and total end‑to‑end latency at 150‑250 ms. The API charges $0.10 per 1 M input tokens and does not bill for output tokens, making it roughly five times cheaper than Gemini 3.5 Flash‑Lite on the same benchmark suite. Benchmarks show the model leads across agent routing, reasoning, ranking, and multimodal understanding tasks with the lowest calibration error and flat performance from 1 to 100 questions per request2.

Gemini Decision 1 instead scores all candidate options in one forward pass, leveraging Google’s native multimodal architecture that processes diverse data types together. This design enables faster, cheaper decision making for applications such as tool selection, policy checks, and content grading2.

Products

United blocks AI agents from booking flights

United Airlines announced on 11 November 2026 that its website, travel‑agency partners and flight aggregators will no longer allow personal AI assistants to complete ticket purchases3,4. The policy change was presented as a response to privacy and regulatory concerns, including the risk of exposing passenger data or violating Department of Transportation and Federal Aviation Administration rules4. United said it has not yet seen many attempts to use agents for bookings, but it wants to prevent unintended purchases and security breaches3.

The airline warned that giving payment details or login credentials to an AI could lead to unintended purchases, account changes, or misuse of MileagePlus miles. United also noted that only a human can attest that luggage contains no explosives, a requirement that AI agents cannot satisfy under current DOT and FAA regulations4. CEO Scott Kirby said he does not want to create “another middleman” for transactions, emphasizing the need for protections before allowing agents to act on United accounts3. The move aligns United with other firms such as JPMorgan Chase, Amazon, and eBay that have restricted third‑party AI agents for similar security reasons4,3.

AI agents like Meta’s Muse and OpenAI’s Dots can browse airline sites and display flight options, but they cannot yet finalize bookings without human confirmation3. Companies across sectors are evaluating whether to let such agents transact, balancing potential convenience against privacy, security, and compliance risks3,4. United indicated it may revisit the restriction if agents develop safeguards that meet regulatory standards3.

Research

Google DeepMind releases Gemini 4 Carbon model

Google DeepMind announced that Gemini 4 Carbon is now available to developers, enterprises, scientists, and consumers on 10 November 2026. The model is described as the strongest in the Gemini line, targeting complex multi‑step coding, debugging, and open‑ended scientific research. It follows the earlier Gemini 4 Argon release and builds on the Fairwind Program rollout to cybersecurity defenders5.

Gemini 4 Carbon is positioned for tasks that test the limits of model intelligence, using more tokens than Argon to enable deeper reasoning and extended verification loops. Independent benchmarks show Carbon ranking #1 on CursorBench 4.0, Perplexity’s WANDR, and Zapier’s AutomationBench, while delivering more than 2× lower cost per task than the next best external model. The model is offered via the API in Google AI Studio and Gemini for Business at the same introductory price as Argon—$2 per million input tokens and $10 per million output tokens—and is also rolling out to Google AI Ultra subscribers in Google Antigravity, the Gemini app, and AI Mode in Search5.

Gemini 4 Carbon continues Google DeepMind’s strategy of providing specialized AI tiers: Argon for most software engineering and knowledge work, and Carbon for high‑complexity, long‑horizon workflows such as cybersecurity, scientific reasoning, and large‑scale document analysis. The model supports coordinated agent teams through the /swarm feature in Google Antigravity, allowing a single prompt to orchestrate multiple specialized agents in real time. This approach aims to balance deep reasoning capability with production‑grade economics for enterprise users5.

Architecture

Nvidia board hires law firm for internal probe

Nvidia's stock fell 5.47% on Tuesday after a 4% drop on Monday, totaling about a 9.5% loss in two days. CEO Jensen Huang admitted an extramarital affair with Alice Huang, whom U.S. intelligence suspects of spying for China. The board responded by hiring law firm Wachtell, Lipton, Rosen & Katz to run an internal investigation6.

The investigation is being led by Nvidia's independent directors with outside counsel, a process described as the most "standard" element of the affair so far. Professors Ann Lipton and Todd Henderson note there is little precedent for a CEO involved in a suspected honeypot, and they highlight three lines of inquiry: possible legal violations, breaches of internal policy, and whether the board was misled. Henderson adds that law firms conducting such probes may be influenced by who pays their bills, though he does not claim This is happening here6.

Corporate governance experts study how boards manage crises, but cases combining personal scandal with potential national security risks are rare6.

Why it matters

What today's news could mean for you. This part is our reading of the news, not reported fact.

Our read · analysis, not reported factUnited's ban on AI agents for ticket purchases aims to protect passenger data and ensure compliance with DOT and FAA rules, meaning travelers will still need human confirmation for bookings, limiting convenience but reducing fraud risk3,4.

Sources

Every number in the text points to one of these articles. Open any of them to check a claim.

  1. 1OpenAI rolls out new business profiles, making ChatGPT just a little bit more like GoogleTechCrunch · 11 Nov 2026
  2. 2Gemini Decisions API: Fast, calibrated multimodal decisionsGoogle AI blog · 11 Nov 2026
  3. 3United won’t let your AI agent book your flightThe Verge · 12 Nov 2026
  4. 4United is restricting AI agents from booking flightsEngadget · 12 Nov 2026
  5. 5Gemini 4 Carbon is now availableGoogle DeepMind · 10 Nov 2026
  6. 6Nvidia’s crisis has corporate governance experts reaching for the popcornTechCrunch · 11 Nov 2026

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