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SuperMe matches questions with AI profiles of relevant experts, assembling group chats drawing on LinkedIn, YouTube, Notion and Gmail. Founded by Casey Winters and Ludo Antonov, it raised $20M in October 2026, led by Forerunner’s Kirsten Green.
Dream’s AI “world model” is trained on more than 100 million square feet of building data from U.S. permit archives, targeting AEC workflows still reliant on AutoCAD and Revit. The startup raised $17 million led by Andreessen Horowitz.
On Mac, users can press Fn to dictate into any app while Granola cleans up and formats their speech. Launched October 29, 2026, the free feature has no word limits; iOS and Windows versions are coming.
Mistral says its finalized, freely available Le Chonk matches or beats DeepSeek and Z.ai on coding and cybersecurity after training on harder problems. The open-weight model has 1 trillion parameters and targets enterprise and government cyber defense.
Wabi is shifting from prompt-built mini apps to a “personal agent” that generates interfaces for tasks like meal planning, fitness plans, and date nights. Founded by Replika creator Eugenia Kuyda, it raised $55M at a $1.25B valuation, led by IVP.
Available to all NYT Cooking subscribers on iOS as of late October 2026, the optional chatbot can swap ingredients, adjust equipment, scale servings, and rewrite instructions in real time. Users can’t disable it, prompting criticism over AI’s environmental impact and app experience.
AI-assisted formal verification cut one engineering project from five months of work by three experts to under half a day for less than $500. Stanford researcher Chuyue Sun’s team also used AI to verify part of Signal’s encryption code.
Mintive says its AI-agent governance platform has signed 50 enterprise customers since launching in February 2026, including Coursera, Stability AI and the University of Michigan. The startup has raised $11 million, including a $7 million seed led by Cowboy Ventures.
Alexa now handles shopping lists, recurring deliveries, drop-off instructions and payment issues—not just orders. Announced Oct. 29, the update follows an eightfold rise in agentic-feature use and 400M Alexa shoppers in 12 months.
Deepgram says Pipecat will remain open-source and vendor-neutral after acquiring Daily, a choice co-founder Kwindla Kramer said drove the deal. Daily had raised over $62 million, while Deepgram reached unicorn status after a $130 million Series C.
Amazon’s Alexa for Shopping can now create and edit lists, manage registries, update delivery instructions, investigate charges and refunds, and pause or modify recurring deliveries. The U.S. rollout builds on its May 2026 launch.
Bluesky says it blocked links to the Icepick archive because it exposes personal contact information without authorization, including names, emails, and phone numbers. The records cover more than 41,000 DHS employees and contractors.
Upwind chose independence after Datadog offered to acquire it at the same $3.8B valuation, without a premium. The San Francisco cloud-security startup raised $400M in an October 2026 Series C led by Bessemer and projects about $90M ARR by year-end.
Google says Carbon ranks No. 1 on Artificial Analysis Intelligence Index v5.0 and two cyber benchmarks, SEC-bench Pro and ExploitGym, outperforming GPT-6 Astra on SEC-bench Pro. Access is currently limited to select cybersecurity firms.
Azure revenue hit $33.17 billion, up 48% year over year, as Microsoft’s new Agents and Infra segment generated 83% of quarterly sales. Overall revenue rose 19% to $92.3 billion, while Windows OEM and devices fell 22% amid a 20% PC-market decline.
Alphabet says AI investments helped push year-over-year Search query growth to its highest rate in five years, including commercial queries. Q3 revenue rose 25% to $127.6B, while Cloud more than doubled to $30.7B.
A 16-year-old buffer overflow in EDK II’s PXE-Base Code driver enables code execution before Secure Boot or TPM defenses activate. CVE-2026-97631 is rated 9.5/10 and was disclosed in October 2026 after a premature leak.
Microsoft Cloud drove the quarter with $63.9B in revenue, up 30%, including $33.2B from Azure. OpenAI generated $10B in revenue for Microsoft, while capital expenditures hit a quarterly-record $45.2B and future contracted revenue surged 73% to $677B.