https://code.tarasovweb.ru/en/news/Fresh AI news every 30 minutes, curated by Ilya Tarasov (TarasovWeb): model releases from OpenAI, Anthropic and Google, AI agents, developer tools and business. 23 sources.enhttps://code.tarasovweb.ru/en/news/item/google-unveils-torchtpu-in-a-push-to-break-nvidia-s-6175d1573043/https://code.tarasovweb.ru/en/news/item/google-unveils-torchtpu-in-a-push-to-break-nvidia-s-6175d1573043/Wed, 21 Oct 2026 01:29:00 +0000Google LLC is striving to pry open Nvidia Corp.’s grip on the artificial intelligence computing industry with the launch of a specialized version of the open-source PyTorch framework, called TorchTPU, which is designed to eliminate a key advantage of its …https://code.tarasovweb.ru/en/news/item/judge-dismisses-sam-altman-s-sister-s-sexual-abuse-lawsuit-6559d9cb2b55/https://code.tarasovweb.ru/en/news/item/judge-dismisses-sam-altman-s-sister-s-sexual-abuse-lawsuit-6559d9cb2b55/Tue, 20 Oct 2026 23:04:19 +0000On Tuesday, US District Judge Zachary Bluestone dismissed the lawsuit Ann Altman filed last year alleging that her brother, OpenAI CEO Sam Altman, had sexually abused her throughout her childhood. …https://code.tarasovweb.ru/en/news/item/anthropic-pitches-ai-safety-bill-that-may-block-a-model-if-50-d4e57614c374/https://code.tarasovweb.ru/en/news/item/anthropic-pitches-ai-safety-bill-that-may-block-a-model-if-50-d4e57614c374/Tue, 20 Oct 2026 23:01:23 +0000The proposed policy seems to offer protections against AI run amok but actually forbids federal agencies from blocking a model's release without the permission of a judge.https://code.tarasovweb.ru/en/news/item/inception-says-mercury-3-beats-gpt-6-luna-and-claude-haiku-5-5-db944313d067/https://code.tarasovweb.ru/en/news/item/inception-says-mercury-3-beats-gpt-6-luna-and-claude-haiku-5-5-db944313d067/Tue, 20 Oct 2026 22:45:02 +0000Diffusion language model startup Inception AI Inc. today released Mercury 3, its new flagship model. …https://code.tarasovweb.ru/en/news/item/hugging-face-ceo-warns-that-netflix-s-openai-hack-documentary-fda712467279/https://code.tarasovweb.ru/en/news/item/hugging-face-ceo-warns-that-netflix-s-openai-hack-documentary-fda712467279/Tue, 20 Oct 2026 22:24:02 +0000Before you share the Netflix documentary "AI Gone Rogue" take note. Clem Delangue, Hugging Face's co-founder who is featured in the film, says it went "full doomer mode" and isn't accurate.https://code.tarasovweb.ru/en/news/item/google-s-more-personalized-gemini-ai-is-heading-to-your-car-7f6bb9c0aa50/https://code.tarasovweb.ru/en/news/item/google-s-more-personalized-gemini-ai-is-heading-to-your-car-7f6bb9c0aa50/Tue, 20 Oct 2026 22:11:34 +0000Google is bringing Personal Intelligence to Gemini AI in your car. With this update, Gemini in Android Auto and cars with Google built-in can tap into your information across Google apps, including Gmail, Calendar, Maps, Photos, YouTube, and Search. …https://code.tarasovweb.ru/en/news/item/dell-s-ai-playbook-for-cfos-budget-the-tokens-then-chase-speed-8352f4030ed1/https://code.tarasovweb.ru/en/news/item/dell-s-ai-playbook-for-cfos-budget-the-tokens-then-chase-speed-8352f4030ed1/Tue, 20 Oct 2026 21:40:50 +0000Enterprise AI is crossing from experimentation into production, and financial services firms are among the first to prove it can pay off at scale. …https://code.tarasovweb.ru/en/news/item/anthropic-s-cloud-partnerships-are-getting-messy-9ea810a53371/https://code.tarasovweb.ru/en/news/item/anthropic-s-cloud-partnerships-are-getting-messy-9ea810a53371/Tue, 20 Oct 2026 21:25:22 +0000Anthropic is reportedly struggling to secure enough compute from cloud providers that increasingly view it as a competitor, even as its infrastructure spending balloons ahead of a planned November IPO.https://code.tarasovweb.ru/en/news/item/what-to-expect-during-monday-com-s-elevate-event-join-thecube-62b70ebfb313/https://code.tarasovweb.ru/en/news/item/what-to-expect-during-monday-com-s-elevate-event-join-thecube-62b70ebfb313/Tue, 20 Oct 2026 20:58:56 +0000Enterprise work management is entering a new phase as artificial intelligence agents move beyond assisting employees to executing business processes. …https://code.tarasovweb.ru/en/news/item/claude-code-2-1-305-d48a46ffc5b7/https://code.tarasovweb.ru/en/news/item/claude-code-2-1-305-d48a46ffc5b7/Tue, 20 Oct 2026 20:46:50 +0000New release: see the changelog for changes and fixes.https://code.tarasovweb.ru/en/news/item/spacex-s-ai-business-is-beating-expectations-38bd10c8e49d/https://code.tarasovweb.ru/en/news/item/spacex-s-ai-business-is-beating-expectations-38bd10c8e49d/Tue, 20 Oct 2026 20:40:41 +0000SpaceX hit profitably in the third-quarter, with net income of $4.4 billion. AI was the engine.https://code.tarasovweb.ru/en/news/item/meta-drops-the-word-train-from-its-commercial-tos-after-ai-165cb1553146/https://code.tarasovweb.ru/en/news/item/meta-drops-the-word-train-from-its-commercial-tos-after-ai-165cb1553146/Tue, 20 Oct 2026 20:07:58 +0000Meta changes AI scraping policy but won’t add language respecting robots.txt.https://code.tarasovweb.ru/en/news/item/gemini-s-personal-intelligence-is-coming-to-cars-f74f11fae08f/https://code.tarasovweb.ru/en/news/item/gemini-s-personal-intelligence-is-coming-to-cars-f74f11fae08f/Tue, 20 Oct 2026 20:00:33 +0000It's probably time to audit your Gemini settings.https://code.tarasovweb.ru/en/news/item/gemini-on-android-auto-can-access-my-photos-emails-and-calendar-d1773e8d9905/https://code.tarasovweb.ru/en/news/item/gemini-on-android-auto-can-access-my-photos-emails-and-calendar-d1773e8d9905/Tue, 20 Oct 2026 20:00:00 +0000The latest Android Auto update lets the AI assistant tap into your Google services for context-based responses.https://code.tarasovweb.ru/en/news/item/the-programmable-data-center-evan-conrad-sf-compute-b88101e5b9e0/https://code.tarasovweb.ru/en/news/item/the-programmable-data-center-evan-conrad-sf-compute-b88101e5b9e0/Tue, 20 Oct 2026 19:31:57 +0000From GPU trading to physical settlement, independent markets, and programmable computehttps://code.tarasovweb.ru/en/news/item/dell-sees-company-knowledge-not-ai-models-as-its-competitive-0fdfb430aad9/https://code.tarasovweb.ru/en/news/item/dell-sees-company-knowledge-not-ai-models-as-its-competitive-0fdfb430aad9/Tue, 20 Oct 2026 19:12:20 +0000As AI agents take on more work that people used to do, enterprises need an AI operating model to match. That means changing how people, processes and work are organized, not just which tools get deployed. Dell Technologies Inc. …https://code.tarasovweb.ru/en/news/item/dell-s-security-chief-warns-ai-is-lowering-the-barriers-to-f0d11dbde42e/https://code.tarasovweb.ru/en/news/item/dell-s-security-chief-warns-ai-is-lowering-the-barriers-to-f0d11dbde42e/Tue, 20 Oct 2026 18:52:06 +0000Financial transformation powered by artificial intelligence now runs as two races at once. …https://code.tarasovweb.ru/en/news/item/google-has-joined-amazon-in-attacking-nvidia-s-stronghold-with-45cc8f588659/https://code.tarasovweb.ru/en/news/item/google-has-joined-amazon-in-attacking-nvidia-s-stronghold-with-45cc8f588659/Tue, 20 Oct 2026 18:38:24 +0000Google has joined Amazon in releasing a developer tool that makes it easy for PyTorch users to move their apps off Nvidia GPUs.https://code.tarasovweb.ru/en/news/item/chatgpt-now-lets-you-lock-your-chats-6f64ba14f44d/https://code.tarasovweb.ru/en/news/item/chatgpt-now-lets-you-lock-your-chats-6f64ba14f44d/Tue, 20 Oct 2026 18:36:53 +0000The company says the feature is designed for situations where users might be discussing something personal or planning a surprise and want to keep those conversations private when handing their device to friends or family to show them something in …https://code.tarasovweb.ru/en/news/item/ukraine-s-drone-rescue-of-wounded-soldier-puts-much-touted-idea-748b8e425db0/https://code.tarasovweb.ru/en/news/item/ukraine-s-drone-rescue-of-wounded-soldier-puts-much-touted-idea-748b8e425db0/Tue, 20 Oct 2026 18:22:54 +0000Ukraine’s latest drone innovation may boost bleak odds of evacuating casualties.https://code.tarasovweb.ru/en/news/item/nvidia-cosmos3-h-dreams-bringing-clinical-surgery-to-life-4eb9f7080b11/https://code.tarasovweb.ru/en/news/item/nvidia-cosmos3-h-dreams-bringing-clinical-surgery-to-life-4eb9f7080b11/Tue, 20 Oct 2026 18:17:47 +0000https://code.tarasovweb.ru/en/news/item/meta-pauses-muse-sharing-after-researchers-find-ai-chats-on-the-f52190a49967/https://code.tarasovweb.ru/en/news/item/meta-pauses-muse-sharing-after-researchers-find-ai-chats-on-the-f52190a49967/Tue, 20 Oct 2026 18:07:34 +0000Meta says it paused a Muse feature that lets you share conversations with the AI assistant after researchers found the URLs publicly available on the web, as reported by Ars Technica. …https://code.tarasovweb.ru/en/news/item/work-management-context-for-ai-agents-with-smartsheet-mcp-on-aws-ab70ea52e640/https://code.tarasovweb.ru/en/news/item/work-management-context-for-ai-agents-with-smartsheet-mcp-on-aws-ab70ea52e640/Tue, 20 Oct 2026 17:59:07 +0000The Smartsheet Model Context Protocol (MCP) Server lets AI agents read, update, and act on live work management data. …https://code.tarasovweb.ru/en/news/item/eric-schmidt-reportedly-owns-about-half-as-much-of-anthropic-as-2f7a561d0868/https://code.tarasovweb.ru/en/news/item/eric-schmidt-reportedly-owns-about-half-as-much-of-anthropic-as-2f7a561d0868/Tue, 20 Oct 2026 17:55:12 +0000The former Google CEO owns about 1% stake in the leading AI lab, Bloomberg reported.https://code.tarasovweb.ru/en/news/item/fine-tuning-gpt-oss-20b-for-multilingual-reasoning-on-amazon-53411a34758f/https://code.tarasovweb.ru/en/news/item/fine-tuning-gpt-oss-20b-for-multilingual-reasoning-on-amazon-53411a34758f/Tue, 20 Oct 2026 17:48:27 +0000Learn how we fine-tuned GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod, and how to decide between supervised fine-tuning (SFT) and reinforcement learning with GRPO. …https://code.tarasovweb.ru/en/news/item/french-government-calls-emergency-meetings-with-platforms-over-e6729fe7617a/https://code.tarasovweb.ru/en/news/item/french-government-calls-emergency-meetings-with-platforms-over-e6729fe7617a/Tue, 20 Oct 2026 17:41:58 +0000TikTok and other sites were told to curb protest footage and AI-altered images, while online retailers like Vinted and eBay reportedly signed an agreement stop looted goods from flooding resale sites.https://code.tarasovweb.ru/en/news/item/meta-tries-to-scapegoat-staff-who-downloaded-torrents-to-spare-f25d567c798e/https://code.tarasovweb.ru/en/news/item/meta-tries-to-scapegoat-staff-who-downloaded-torrents-to-spare-f25d567c798e/Tue, 20 Oct 2026 17:40:20 +0000Meta argues nobody “decided” to pirate books to train AI.https://code.tarasovweb.ru/en/news/item/how-octave-built-a-secure-multi-tenant-ai-foundation-on-amazon-6af8916ffefa/https://code.tarasovweb.ru/en/news/item/how-octave-built-a-secure-multi-tenant-ai-foundation-on-amazon-6af8916ffefa/Tue, 20 Oct 2026 17:34:04 +0000Octave built a secure, multi-tenant AI foundation on Amazon Bedrock, using Cohere Embed v4 for embeddings and Amazon Bedrock AgentCore for isolated agent execution, to power a Complaint Triage Assistant that searches 2 billion regulated documents without crossing tenant boundaries.https://code.tarasovweb.ru/en/news/item/meta-s-muse-hits-10m-u-s-downloads-in-40-days-a-milestone-8891282d78b3/https://code.tarasovweb.ru/en/news/item/meta-s-muse-hits-10m-u-s-downloads-in-40-days-a-milestone-8891282d78b3/Tue, 20 Oct 2026 17:12:48 +0000Meta's AI companion Muse has surpassed 10 million U.S. downloads in its first 40 days, joining an exclusive group of apps that includes Threads. New data also shows Muse is retaining users at higher rates than its AI rivals.https://code.tarasovweb.ru/en/news/item/fairstress-a-deeper-evaluation-of-fairness-in-llm-decision-ca293d8533a3/https://code.tarasovweb.ru/en/news/item/fairstress-a-deeper-evaluation-of-fairness-in-llm-decision-ca293d8533a3/Tue, 20 Oct 2026 16:09:19 +0000https://code.tarasovweb.ru/en/news/item/how-3-java-champions-are-using-github-copilot-for-increased-d3ec3a595c33/https://code.tarasovweb.ru/en/news/item/how-3-java-champions-are-using-github-copilot-for-increased-d3ec3a595c33/Tue, 20 Oct 2026 16:05:03 +0000Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results.https://code.tarasovweb.ru/en/news/item/securing-ai-agent-identity-with-x-509-pki-on-aws-73b3ba28d3f7/https://code.tarasovweb.ru/en/news/item/securing-ai-agent-identity-with-x-509-pki-on-aws-73b3ba28d3f7/Tue, 20 Oct 2026 16:03:48 +0000Learn how to secure multi-agent AI systems with cryptographic identity using Keyfactor EJBCA and AWS services. …https://code.tarasovweb.ru/en/news/item/plants-can-speak-using-electricity-so-this-startup-built-an-ai-5130abca4141/https://code.tarasovweb.ru/en/news/item/plants-can-speak-using-electricity-so-this-startup-built-an-ai-5130abca4141/Tue, 20 Oct 2026 16:00:00 +0000Electric Plant has built an AI-powered translator to help humans listen to what plants are saying with the subtle electricity coursing through their stems.https://code.tarasovweb.ru/en/news/item/build-a-semantic-layer-for-agentic-ai-on-aws-with-denodo-and-4965d5a3e347/https://code.tarasovweb.ru/en/news/item/build-a-semantic-layer-for-agentic-ai-on-aws-with-denodo-and-4965d5a3e347/Tue, 20 Oct 2026 15:39:04 +0000Build a governed semantic layer for agentic AI on AWS with the Denodo Platform and Amazon Bedrock AgentCore. …https://code.tarasovweb.ru/en/news/item/the-new-economics-of-enterprise-ai-913203c4de74/https://code.tarasovweb.ru/en/news/item/the-new-economics-of-enterprise-ai-913203c4de74/Tue, 20 Oct 2026 15:20:25 +0000Imagine your company just discovered electricity. At first only a few machines run on it, and nobody worries about efficiency — consumption is low and the value is obvious. …https://code.tarasovweb.ru/en/news/item/altk-evolve-how-learned-memory-tops-the-bench-leaderboard-on-94e7f4f5c0e5/https://code.tarasovweb.ru/en/news/item/altk-evolve-how-learned-memory-tops-the-bench-leaderboard-on-94e7f4f5c0e5/Tue, 20 Oct 2026 15:19:48 +0000https://code.tarasovweb.ru/en/news/item/an-ai-agent-joined-a-listserv-of-top-internet-researchers-the-7ee5ffca62bf/https://code.tarasovweb.ru/en/news/item/an-ai-agent-joined-a-listserv-of-top-internet-researchers-the-7ee5ffca62bf/Tue, 20 Oct 2026 15:07:43 +0000Hysteria over the agent's appearance in a 7,500-person group reveals that internet experts have outdated notions of privacy.https://code.tarasovweb.ru/en/news/item/spotify-pulled-50-million-ai-slop-and-spam-tracks-from-its-e85a4c5da2af/https://code.tarasovweb.ru/en/news/item/spotify-pulled-50-million-ai-slop-and-spam-tracks-from-its-e85a4c5da2af/Tue, 20 Oct 2026 14:18:37 +0000Spotify says it has removed more than 50 million songs considered AI-generated slop or spam from user recommendations over the past year. …https://code.tarasovweb.ru/en/news/item/figma-co-founder-dylan-field-thinks-mcp-is-not-a-perfect-6fce357d7ac5/https://code.tarasovweb.ru/en/news/item/figma-co-founder-dylan-field-thinks-mcp-is-not-a-perfect-6fce357d7ac5/Tue, 20 Oct 2026 14:13:32 +0000Figma said it plans to support as many standards as possible without exposing all of its datahttps://code.tarasovweb.ru/en/news/item/adobe-lightroom-mobile-can-now-open-closed-eyes-in-photos-with-af3e08fe45e1/https://code.tarasovweb.ru/en/news/item/adobe-lightroom-mobile-can-now-open-closed-eyes-in-photos-with-af3e08fe45e1/Tue, 20 Oct 2026 13:06:44 +0000Adobe announced yesterday that the mobile version of Lightroom, available for iOS, iPadOS, and Android, can now open closed eyes in photos using generative AI with just a single tap. …https://code.tarasovweb.ru/en/news/item/scaled-cognition-targets-customer-service-with-low-cost-voice-eb7bb8a1609d/https://code.tarasovweb.ru/en/news/item/scaled-cognition-targets-customer-service-with-low-cost-voice-eb7bb8a1609d/Tue, 20 Oct 2026 13:00:37 +0000Enterprise customer service vendor Scaled Cognition Inc. is introducing a text-to-speech model today that it says provides more accurate pronunciation of account numbers, addresses and other details at a lower cost than competing services. …https://code.tarasovweb.ru/en/news/item/ai-startup-firefly-secures-20m-to-make-the-physical-world-a-b1e59bfee03b/https://code.tarasovweb.ru/en/news/item/ai-startup-firefly-secures-20m-to-make-the-physical-world-a-b1e59bfee03b/Tue, 20 Oct 2026 13:00:32 +0000The digital world has already become much smarter thanks to the rise of artificial intelligence, and now a startup called Firefly Technology Inc. wants to do the same for the physical world, beginning with workplace safety. …https://code.tarasovweb.ru/en/news/item/thought-industries-lens-checks-product-knowledge-for-conflicts-45ca6caaa98e/https://code.tarasovweb.ru/en/news/item/thought-industries-lens-checks-product-knowledge-for-conflicts-45ca6caaa98e/Tue, 20 Oct 2026 13:00:27 +0000Customer learning software company Thought Industries Inc. today launched Lens, an artificial intelligence product that checks a business’ product knowledge for conflicts before it reaches customers. …https://code.tarasovweb.ru/en/news/item/auxoai-raises-over-20m-to-bring-ai-expertise-to-the-enterprise-c990dd2d1cd5/https://code.tarasovweb.ru/en/news/item/auxoai-raises-over-20m-to-bring-ai-expertise-to-the-enterprise-c990dd2d1cd5/Tue, 20 Oct 2026 13:00:26 +0000AuxoAI Inc., an enterprise engineering and consulting company that helps large businesses build and deploy artificial intelligence systems, today announced it has raised $20.7 million in a Series A funding to accelerate growth and scale its enterprise AI consulting model. …https://code.tarasovweb.ru/en/news/item/eka-is-worth-1-45b-thanks-to-a-physical-ai-model-that-has-208dc20e81cf/https://code.tarasovweb.ru/en/news/item/eka-is-worth-1-45b-thanks-to-a-physical-ai-model-that-has-208dc20e81cf/Tue, 20 Oct 2026 13:00:00 +0000Eka Robotics may be the first robotic arm that is actually good at picking a wide range of objects up, and it is so smooth and human-like, it is wowing the industry.https://code.tarasovweb.ru/en/news/item/meta-muse-exposes-users-personal-and-business-secrets-when-they-fb9936745ef9/https://code.tarasovweb.ru/en/news/item/meta-muse-exposes-users-personal-and-business-secrets-when-they-fb9936745ef9/Tue, 20 Oct 2026 12:33:13 +0000A single query is all that's required to find thousands of conversations listed by title.https://code.tarasovweb.ru/en/news/item/ibm-backed-llm-d-framework-adds-controls-for-running-ai-models-a8977f2a15f2/https://code.tarasovweb.ru/en/news/item/ibm-backed-llm-d-framework-adds-controls-for-running-ai-models-a8977f2a15f2/Tue, 20 Oct 2026 12:00:23 +0000IBM Corp. and several other contributors to the open-source llm-d project are releasing version 1.0 of their distributed artificial intelligence inference framework, adding operational controls intended to help enterprises run large models reliably on their own infrastructure. …https://code.tarasovweb.ru/en/news/item/voxtral-3-afe5d96a9d46/https://code.tarasovweb.ru/en/news/item/voxtral-3-afe5d96a9d46/Tue, 20 Oct 2026 12:00:22 +0000Voxtral 3: Mistral's voice agent SDK for real-time speech in 50+ languages — accurate transcription, emotional TTS, deep tool use. EU-hosted or self-deployed.https://code.tarasovweb.ru/en/news/item/ai-startup-vectorial-lands-3m-in-funding-to-simulate-human-48436f100183/https://code.tarasovweb.ru/en/news/item/ai-startup-vectorial-lands-3m-in-funding-to-simulate-human-48436f100183/Tue, 20 Oct 2026 12:00:16 +0000Consumer research is a slow and cumbersome challenge that few companies do well, but if Vectorial AI Inc. is successful, they’ll never have to worry about doing it again. …https://code.tarasovweb.ru/en/news/item/ai-adoption-by-industry-shows-what-other-sectors-can-learn-7d296a29338c/https://code.tarasovweb.ru/en/news/item/ai-adoption-by-industry-shows-what-other-sectors-can-learn-7d296a29338c/Tue, 20 Oct 2026 12:00:00 +0000The current narrative around artificial intelligence in the workplace is largely driven by Silicon Valley. But treating the tech sector as an island misses the actual trends in technology adoption–tech is just the first industry in line. …https://code.tarasovweb.ru/en/news/item/otter-ai-raises-320-million-from-general-catalyst-s-growth-fund-697eb620bfd3/https://code.tarasovweb.ru/en/news/item/otter-ai-raises-320-million-from-general-catalyst-s-growth-fund-697eb620bfd3/Tue, 20 Oct 2026 11:00:00 +0000Meeting note-taking tool Otter.ai announced on Tuesday that it has raised $320 million from General Catalyst’s Customer Value Fund (CVF), which provides capital to startups without diluting equity and gets returns on the results of marketing spend. …https://code.tarasovweb.ru/en/news/item/yelp-can-now-call-on-your-behalf-to-check-wait-times-at-a-33f72cf8b33f/https://code.tarasovweb.ru/en/news/item/yelp-can-now-call-on-your-behalf-to-check-wait-times-at-a-33f72cf8b33f/Tue, 20 Oct 2026 11:00:00 +0000Yelp is embedding numerous new AI features into its app that can do everything from call to check on restaurant wait times to create personalized recommendations that remember your preferences.https://code.tarasovweb.ru/en/news/item/presentation-beyond-the-prototype-scaling-framework-agnostic-ai-48023d64577b/https://code.tarasovweb.ru/en/news/item/presentation-beyond-the-prototype-scaling-framework-agnostic-ai-48023d64577b/Tue, 20 Oct 2026 11:00:00 +0000The speakers discuss transitioning AI agents from local FastAPI prototypes to resilient production systems on Kubernetes using Ray. …https://code.tarasovweb.ru/en/news/item/franchisee-reconciles-cash-in-94-less-time-with-chatgpt-work-b3fcb2e42d32/https://code.tarasovweb.ru/en/news/item/franchisee-reconciles-cash-in-94-less-time-with-chatgpt-work-b3fcb2e42d32/Tue, 20 Oct 2026 10:00:00 +0000An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and built a workflow that could free up $100K in cash flow.https://code.tarasovweb.ru/en/news/item/a-visit-to-samsung-s-massive-new-semiconductor-hub-506646dbe51b/https://code.tarasovweb.ru/en/news/item/a-visit-to-samsung-s-massive-new-semiconductor-hub-506646dbe51b/Tue, 20 Oct 2026 09:00:00 +0000Generative AI models run on powerful chips known as GPUs, which depend on stacks of specialized memory chips packaged with the processor. …https://code.tarasovweb.ru/en/news/item/exa-3-0-search-api-tops-perplexity-brave-and-parallel-on-8-65e04706d8dd/https://code.tarasovweb.ru/en/news/item/exa-3-0-search-api-tops-perplexity-brave-and-parallel-on-8-65e04706d8dd/Tue, 20 Oct 2026 08:12:21 +0000Exa 3.0 is a search API upgrade from Exa. It adds a larger embedding model, Exa Lite at $4 per 1,000 requests, and Dynamic Highlights, and leads 8 benchmarks Exa ran itself.https://code.tarasovweb.ru/en/news/item/cloudflare-releases-clairic-a-system-one-extraction-model-on-c1d65e1ed9dd/https://code.tarasovweb.ru/en/news/item/cloudflare-releases-clairic-a-system-one-extraction-model-on-c1d65e1ed9dd/Tue, 20 Oct 2026 07:45:41 +0000Cloudflare has previewed Clairic, a System One extraction model on Workers AI that returns typed values with confidence scores in one forward pass. It costs $0.10 per million input tokens and charges nothing for output.https://code.tarasovweb.ru/en/news/item/terminal-x-matches-senior-investor-judgment-88-6-with-gpt-6-1-a84b6a7bee5c/https://code.tarasovweb.ru/en/news/item/terminal-x-matches-senior-investor-judgment-88-6-with-gpt-6-1-a84b6a7bee5c/Tue, 20 Oct 2026 07:00:00 +0000Terminal X’s Eval Agent grades outputs against a 54-criterion rubric, catching 25% more deviances from a fund’s mandate with GPT-6.1 Sol.https://code.tarasovweb.ru/en/news/item/inception-releases-mercury-3-diffusion-llm-at-1-068-tokens-per-884a0dfb5679/https://code.tarasovweb.ru/en/news/item/inception-releases-mercury-3-diffusion-llm-at-1-068-tokens-per-884a0dfb5679/Tue, 20 Oct 2026 03:32:43 +0000Inception released Mercury 3, a diffusion LLM it says runs at 1,068 tokens per second with a 1M-token context. On Inception’s own table it leads GPT-6 Luna and Claude Haiku 5.5 on 8 of 12 benchmarks.https://code.tarasovweb.ru/en/news/item/mamdani-says-feds-have-abdicated-on-ai-urges-new-yorkers-to-ed298111b59a/https://code.tarasovweb.ru/en/news/item/mamdani-says-feds-have-abdicated-on-ai-urges-new-yorkers-to-ed298111b59a/Tue, 20 Oct 2026 01:27:03 +0000Mayor Zohran Mamdani said Monday night that New Yorkers must resist the narrative that an AI takeover is inevitable and demand regulations that protect the public and put power back in their hands.