OpenAI rolls out new business profiles, making ChatGPT just a little bit more like Google

techcrunch.com Nov 11, 2026

OpenAI rolls out new business profiles, making ChatGPT just a little bit more like Google

Curated by Shubham · TechCapsules · Nov 11, 2026

AI-summarised brief · reviewed before publication

OpenAI launched a Business Hub in beta, allowing companies to create verified profiles that mirror Google’s search listings. The hub lets businesses update product and service details, launch specialized business agents for ChatGPT users, and access limited analytics on profile views, mentions, and website clicks. Verification will involve multiple methods tailored to business type and market. The move follows a failed e‑commerce experiment and aims to position ChatGPT as a discovery engine for consumers.

💡 Why It Matters

· By giving firms a direct channel to present verified information and track AI‑driven engagement, OpenAI could reshape how consumers discover and evaluate products, potentially shifting the balance of influence from traditional search engines to AI assistants.

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Microsoft Researchers Show AI Agents Can Be Backdoored by Editing Fewer Than…

Microsoft researchers demonstrated that an AI model can be backdoored by editing fewer than ten rarely used neurons, without retraining. The technique, named Lazarus, allows a trigger string to cause the model to output an attacker’s command, which an agent can then execute with its own permissions. Tests on three open‑weight models—Nemotron‑Terminal‑8B, Qwen3.6‑27B, and Gemma‑4‑31B‑IT—showed success rates up to 99.5% in triggered sessions while remaining functional otherwise. Microsoft has not observed real‑world use and released defensive guidance.

💡 The method reveals that minimal, targeted weight changes can covertly compromise AI agents, posing a low‑effort threat to any system that can alter model checkpoints before deployment.

techcrunch.com · Nov 11

Oura to acquire AI-native primary care startup Counsel Health for $625M

Oura announced a $625 million acquisition of AI‑native primary‑care startup Counsel Health, expanding its health‑tech ecosystem beyond the smart‑ring market. Counsel’s chat‑based platform, already integrated into the Oura app in June, combines medical‑grade AI with licensed physicians to deliver personalized advice, prescriptions and lab‑result interpretation. Post‑deal, the companies will broaden services to preventive, acute, specialty and chronic care, while Counsel will keep serving existing enterprise partners and scale its model to non‑Oura users. Counsel CEO Muthu Alagappan will become Oura’s chief clinical AI officer, joining a workforce of about 70 employees. The transaction follows Oura’s postponed $2.2 billion IPO and its recent revenue surge to $533 million for Q3, reflecting a strategic pivot toward integrated digital health services.

💡 By merging AI‑driven clinical care with its biometric data, Oura can transform its wearables into a full‑stack health platform, creating a new revenue stream and differentiating it from emerging ring competitors.

thequantuminsider.com · Nov 11

IBM Selects Four Organisations for AI and Quantum Workforce Programme

IBM announced its 2026 Impact Accelerator cohort, selecting four organizations to receive pro‑bono access to IBM technology for education and workforce initiatives. The cohort includes InnovateEDU’s Pathways Alliance, Colorado’s Office of Economic Development and International Trade, Ramona Technologies, and Udhyam Learning. Projects span AI and digital literacy for educators, AI‑enabled economic development tools and quantum access in Colorado, bias detection in Latin American job postings, and career guidance for Indian students. IBM will provide Watsonx, Qiskit, Granite models, and AI Fairness 360 to scale solutions.

💡 By pairing IBM’s cutting‑edge tools with targeted social programs, the initiative accelerates skill readiness for AI and quantum fields, directly addressing the growing mismatch between labor market demands and workforce capabilities.

thequantuminsider.com · Nov 11

QuEra, Harvard and Anthropic Use AI to Reduce Quantum Circuit Resource Requirements

Researchers from QuEra Computing, Harvard University, and Anthropic used Anthropic’s Claude to design quantum circuits that cut both gate counts and qubit requirements across seven of eight computational building blocks. The AI‑generated circuits achieved a 12‑fold reduction in Toffoli gates for a Reed‑Solomon decoder, a 9.9‑fold drop in combined resources for a Coulomb potential calculation, and a 39‑fold decrease for a fixed‑point Gaussian function. A new reversible modular inversion approach was also discovered, offering additional trade‑offs between gates and qubits. The study demonstrates AI’s potential to accelerate fault‑tolerant quantum computing.

💡 By shrinking the resource footprint of core quantum subroutines, the work brings complex algorithms within reach of current hardware limits, accelerating the deployment of practical quantum applications.

appleinsider.com · Nov 11

Apple’s ‘Harbor’ app will make running local AI across multiple Macs trivial

Apple’s new app, Harbor, transforms multiple Macs into a private AI inference server, enabling local execution of open-weight large language models on Apple silicon. The app automatically detects Thunderbolt 5‑connected Macs, pools their unified memory, and manages model downloads and deployment without command‑line configuration. Harbor, formerly Fabric, is currently in private preview under the Claris brand and aims to simplify AI setup for researchers and developers who prefer on‑premises solutions.

💡 Harbor lowers the barrier to local AI deployment, giving users control over data privacy and reducing reliance on cloud services. Its plug‑and‑play clustering could accelerate experimentation and democratize access to powerful language models.

techcrunch.com · Nov 11

Proximal Ventures raises debut fund to back startups bringing AI to drug…

Proximal Ventures, led by former SignalFire investor Sahir Raoof, secured $27.5 million for its inaugural fund, targeting startups that apply artificial intelligence to drug‑development services. Raoof argues AI can automate tasks traditionally outsourced by pharma—such as compound synthesis, manufacturing scale‑up, and clinical data analysis—reducing cost and time. The fund will place pre‑seed and seed checks of $500,000 to $1.5 million, and has already invested in seven companies, including ChronicleBio. Backers include SignalFire, Kleiner Perkins, and industry experts like Amy Abernethy.

💡 By funding AI‑driven service startups, Proximal Ventures could reshape the pharmaceutical supply chain, accelerating drug development and unlocking new revenue streams for life‑science companies.