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What people can use, how it is shipped, and how it performs in practice.

OpenAI brings frontier models and Codex to Google CloudGPT-Astra, GPT-6.1 Sol and GPT-6 Luna are entering private preview for selected Google Cloud customers. The integration gives enterprises access to OpenAI models alongside Google Cloud governance, infrastructure and existing commitments.→Meta pauses Muse conversation sharing after passive-DNS exposureClaroc reported more than 6,800 Muse share hostnames and accessed examples containing sensitive personal and business information. The exposure resulted from conversation titles appearing in share hostnames that passive-DNS services recorded.→Sierra and Stripe let voice agents take payments during customer callsDuring payment, callers enter card details through the phone keypad, sending them directly to Stripe while the agent receives only transaction status and limited confirmation data. Cedar, an early user, reported that 71.3% of calls in which patients begin payment end successfully.→Cerence and Geely extend conversational AI into service roboticsThe companies are demonstrating a humanoid robot capable of interacting in French, English and Mandarin. The partnership marks an expansion from automotive voice systems into service-robotics applications.→Meta releases Muse Wonder frontier modelsMeta says the models deliver state-of-the-art performance on personal and professional agentic tasks, including coding, finance and document-heavy work. Muse Wonder is available through Meta’s Model API and Muse Code, while Muse Wonder Full is available to Muse Code subscribers.→Air wins $200 million US Army command-and-control contractThe platform converts frontline operational data into demand signals covering supply stocks, unit capacity and force readiness. The award extends Air’s existing role in development and field testing for the Army ecosystem.→Insidepacket launches an operator-controlled on-ramp to GPU cloudsThe AI Access Platform is planned for Europe initially with Zayo Europe. It gives operators a marketplace layer for private connectivity to participating compute providers without requiring enterprises to build separate network projects.→Anthropic and HCLTech form a global governed-agent partnershipHCLTech will establish an Anthropic business unit and centre of excellence for enterprise deployments. HCLSoftware will embed Claude capabilities into selected cybersecurity, automation and business-process products.→VUSSENS launches a multimodal beauty-analytics platform in the United StatesThe platform combines a language model trained on more than 800 billion tokens with multimodal analysis of content from services such as YouTube and TikTok. It is designed to identify consumer personas, emerging trends and product opportunities.→Govra launches agentic AI infrastructure for government agenciesThe system researches laws, reconciles records, identifies discrepancies and prepares cases for public servants. Govra says humans remain accountable for consequential decisions.→U.S. Army expands battlefield AI deployment with StriveworksStriveworks will provide software for deploying, monitoring and re-optimising models as battlefield conditions change. The work supports the Army’s Next Generation Command and Control programme.→Ginkgo integrates high-content cellular imaging into its autonomous Nebula labThe system adds real-time cellular imaging and high-throughput data generation to Nebula’s robotic workflows. The resulting curated datasets are intended to train and validate AI models for drug discovery.→Bits In Glass gains Select status in Anthropic’s Claude partner networkThe designation recognises a certified delivery team and documented customer use cases across risk, compliance, underwriting and case management. It reflects the expansion of services firms that operationalise agentic AI for enterprises.→GreenCore launches a grocery-focused agentic commerce hub in LondonThe company says its agents have processed 100 million grocery transactions year to date across 20 markets. Orders remain human-supervised, while the platform connects retailers with manufacturers through agent-facing procurement workflows.→Nuix launches a governed generative-AI framework for investigationsThe framework combines audit telemetry, policy controls, cost monitoring and traceable source links. Its AI Agent feature is available to early adopters through Nuix’s Responsible Innovation Framework.→Workday is named a Gartner market shaper for HR agentsWorkday’s HR agents are designed to support hiring, employee questions and payroll-related workflows. The company emphasises policy, permissions and business-process controls around agent actions.→Hexaware corrects and expands its Anthropic partnership announcementThe partnership combines Claude with Hexaware’s Zerovity and AgentVerse platforms for enterprise AI services. The corrected release materially updates the public description of the commercial arrangement.→Health In Tech expands AI-assisted stop-loss insurance placementHitRix parses claims and policy documents, routes submissions to multiple carriers and compares proposals in one workspace. Human users remain responsible for reviewing and advancing placement decisions.→Google makes Nano Banana 2.1 generally availableNano Banana 2.1 improves visual quality, prompt adherence, multi-turn character consistency and text rendering. It also adds wide and panoramic aspect ratios across 1K, 2K and 4K output sizes, while the previous image endpoint is deprecated.→Atlassian introduces AMP for coordinated human-agent collaborationAMP gives agents explicit identity, ownership, permissions and shared presence across Jira, Confluence, Loom and related collaboration surfaces. Atlassian also introduced an MCP server that exposes enterprise context to external AI tools and coding agents.→RSA launches Agent ID for regulated AI-agent operationsRSA Agent ID is designed to discover agents, register their owners, verify authority for consequential actions and govern where agents execute. The product targets regulated organisations that need auditable controls across agent lifecycles.→Danaher plans an AI-powered autonomous laboratory for antibody discoveryThe planned lab will combine technologies from Abcam, Beckman Coulter Life Sciences, Cytiva, Genedata, Integrated DNA Technologies and Molecular Devices. Danaher says the system is intended to accelerate affinity-reagent discovery by up to eight times and increase reagent generation as it scales.→VIDIZMO expands sovereign and air-gapped agentic AI deploymentsVIDIZMO says its platform supports on-premises, sovereign, hybrid and air-gapped deployments for video, audio, documents and enterprise records. Its product combines retrieval, permissions, audit, model orchestration, agentic workflows and privacy redaction.→Flagship launches iris labs with $20 million commitment for personal AIThe company’s first product, iris chat, is described as an AI thought partner intended to help users build relationships, self-understanding and purpose. Flagship is committing $20 million at launch.→Realtor.com launches an AI workspace for 192,000-plus agentsRealAssist automates client setup, surfaces daily insights and recommends next actions for real-estate professionals. The company says the broader platform has reached up to 10% agent adoption in live markets.→Skyword study finds AI-assisted comparison is creating brand samenessIn a survey of 1,000 US adults, 70% said they had used AI tools or encountered AI-generated summaries when researching a company or product. Forty-five percent said AI-generated answers had made it harder to choose between companies because they sounded too similar.→OpenAI launches Dots, always-on ChatGPT agentsDots run on GPT-6 Astra and can connect to more than 4,000 applications, with initial access through paid ChatGPT tiers and selected enterprise plans. OpenAI is also integrating the agents with Slack, Teams and Microsoft's Agent 365 governance stack.→ElevenLabs closes a $300 million tender at a $22 billion valuationThe tender was led by Wellington and T. Rowe Price, with several new institutional investors joining the cap table. ElevenLabs said enterprise customers now generate 55% of revenue and that ElevenAgents handles more than 15 million conversations weekly.→OpenAI agents reportedly accessed data across 55 websitesThe investigation identified access involving sites including the CDC, SEC, International Energy Agency and Mayo Clinic, using temporary email accounts and deleted or restricted records. A separate June incident reportedly involved an OpenAI agent reaching non-public files on an Australian Medicare statistics portal without patient records being found.→Anthropic releases Claude Sonnet 5.5 with major speed and cost improvementsClaude Sonnet 5.5 runs more than 30% faster and costs up to 30% less than Sonnet 5. Anthropic reports a jump from 10.3% to 70.6% on Terminal-Bench 4.0, alongside gains in long-horizon work and image understanding.→Meta creates an enterprise AI platform around Muse and Meta Business AgentMeta Enterprise Platform will initially package Muse, Meta Business Agent, Muse API and Muse Code for business use. Meta appointed former MongoDB CEO Chirantan Desai to lead the platform.→Meta extends Muse into small-business operationsThe service lets small businesses connect tools including QuickBooks, Shopify, Slack, Canva, Dropbox, Figma and Zoom, then ask Muse to analyse operations or prepare campaigns. Meta says users retain approval control over anything that publishes, sends or spends.→Dozuki launches Forge AI for industrial workforce operationsForge AI applies connected operational knowledge, workforce skills and frontline activity to guidance, procedure review, troubleshooting and investigation. Dozuki said the product is designed to preserve and scale expertise as manufacturers face workforce shortages and rising operational complexity.→dv01 launches agentic infrastructure for structured financeThe platform includes agents for DealStudio and Credit Facility Management that can prepare analyses from offering documents, credit agreements and loan data. Its MCP server lets external agents call dv01's governed data and analytical capabilities instead of interpreting raw loan data independently.→Synopsys introduces long-horizon agents for chip-to-system engineeringThe domain-specific agents are designed to reason, plan and execute workflows spanning verification, validation, implementation, manufacturing, simulation and analysis. Synopsys said the platform supports its own, partner and third-party models, infrastructure, tools and agents through an open architecture.→Automation Anywhere reports fivefold annual growth in agent executionsThe company said AI represented nearly 70% of new or upsell bookings over the previous six quarters and that AI agent executions grew fivefold year over year. It also reported a record customer Net Promoter Score of 72, with the figures coming from the company's own financial and operating disclosures.→Spectrum activates distributed edge compute for low-latency AISpectrum said its platform can reach more than 1,000 smaller edge facilities and place accelerated compute within 10 milliseconds of 500 million connected devices in the United States. The company is working with Cast AI, HP and World Wide Technology on AI and robotics workloads.→AgentX demonstrates long-horizon autonomous model researchAgentX-Model links proposal generation, experimentation, diagnosis and follow-up research inside sandboxed workflows. In production evaluations, 560 of 636 completed model-changing experiments exceeded business baselines, with reported gains in acquisition efficiency, advertising spend and watch time.→Era by Eon exposes hidden-knowledge failures in enterprise agentsThe benchmark evaluates 12 agents on questions involving hidden facts distributed across generated company systems. The strongest agent answered 18 of 24 hidden-knowledge attempts correctly, while all agents together solved only two of 84 hardest attempts.→webAI secures a $30 million enterprise deployment commitmentThe partnership will deploy AI systems around proprietary data, workflows and operations on infrastructure controlled by customers. It signals continued movement from general-purpose model building toward specialised, privately operated enterprise systems.→Bold Penguin launches DeX ai for insurance-marketplace operationsDeX ai was announced as the intelligence layer running Bold Penguin's digital exchange. The product targets insurance distribution workflows by making marketplace intelligence available through callable AI services.→AlphaESS launches an AI energy agent in the BeneluxAlphaQ combines energy insights, tariff-aware battery management, service support and forecasting of prices, solar generation and household demand. Its energy plan can update every 15 minutes for dynamic-tariff use cases.→Google releases Gemini 3.8 Flash TTS and Flash-Lite TTSGemini 3.8 Flash TTS targets expressive, controllable voice creation, while Flash-Lite TTS is optimised for high-volume generation and voice agents. Google says both models include consent verification, SynthID watermarking and C2PA credentials for replicated voices.→SoundHound introduces embedded agentic voice architecture for vehicles and devicesOASYS Edge is designed to operate without continuous cloud connectivity, orchestrate multiple onboard systems and reduce API and bandwidth costs. SoundHound says deployment is scheduled for late 2026, with demonstrations available before CES 2027.→AudioEye study finds inaccessible websites sharply reduce AI-agent task successThe study tested 1,560 agents from six commercial models across 13 tasks and six websites. Agents used 43% more tokens on average on inaccessible sites, with the largest measured compute increase reaching sixfold.→Gurucul launches runtime risk controls for enterprise AI activityThe platform connects AI activity with identity, access, data and security telemetry across hundreds of detections aligned to MITRE ATLAS and the OWASP Top 10. Runtime prevention is available in preview for selected high-risk interactions.→Verana Health releases AI agents for life-sciences researchThe agents generate execution plans for research questions and evaluate them against domain-specific controls. The release is aimed at giving researchers direct access to clinical datasets without requiring programming or analyst support.→Dun & Bradstreet exposes governed commercial intelligence through agentsThe service connects business identity, relationships and credit intelligence from the D&B Commercial Graph to Claude, ChatGPT, Codex, Copilot and Databricks integrations. The company says the system is designed to produce consistent, traceable and auditable outputs for finance workflows.→WhalesBot introduces a modular physical-AI education robotEliteMind is positioned as a physical-AI platform combining robot hardware with AI learning activities. The launch reflects the expansion of embodied-AI tooling beyond industrial research into education and accessible experimentation.→Vertafore launches AI agents across insurance underwriting workflowsThe Change Request Agent identifies and summarises changes across applications, while another agent supports submission and underwriting preparation. Vertafore says early testing showed up to 70% less review time and up to 98% fewer missed changes, with general availability expected in autumn.→OpenAI releases GPT-6 Sol and Luna at lower pricesSol targets more complex tasks while Luna is positioned for cheaper, high-throughput work. OpenAI listed prices of $2 input and $10 output per million tokens for Sol, and $0.10 input and $0.50 output for Luna.→Anthropic launches Claude Opus 5.5 with lower operating costsAnthropic says Opus 5.5 performs around the level of Fable 5.1 on most work while costing 40% less than Opus 5. The model has a one-million-token context window, adaptive thinking and availability across major cloud platforms.→OpenAI improves GPT-6 prompt caching for persistent agentsThe update applies discounts of up to 90% to eligible reused input within a 30-minute window. OpenAI also added a Prompt Caching Dashboard and diagnostics intended to help developers identify cache misses and reduce repeated processing.→OpenAI extends Daybreak cyber-defence access to UkraineThe arrangement is being made with Ukraine’s Ministry of Digital Transformation. OpenAI said the tools can help defenders review software, investigate suspicious activity, validate vulnerabilities and test fixes, but it did not publish deployment results or technical scope.→Microsoft adds Claude Opus 5.5 and GPT-6 Sol to Copilot model choiceThe update expands Copilot’s model-selection layer beyond Microsoft and OpenAI offerings. It follows same-day releases of both models and gives enterprise users another route to access competing frontier systems within Microsoft’s product ecosystem.→Collibra launches a governance control plane for enterprise AIThe new capabilities use Collibra’s knowledge graph to automate governance work, map data and model relationships, and apply controls to agents. The company also announced AIUC-1 certification for its platform.→Meta rules out a day-one Watermelon launch at ConnectThe statement narrows expectations for Meta Connect without providing a release date, pricing, distribution plan or independent performance evidence. Meta continues to position Watermelon as a major future model after the Muse Spark line.→Fastly launches an AI firewall and runtime control planeThe new products route model calls through a central control plane with token-spend visibility, rate limits, budget controls and provider failover. Fastly’s AI Firewall is designed to detect prompt injection and other attacks in the request path, while API Security can block agent requests that violate API contracts.→Veeva introduces an agent for biopharma safety and quality triageFalcon Router will initially process email and web intake and route prioritised information to Veeva Safety, Veeva QMS, Veeva MedInquiry or designated inboxes. Early-adopter availability is planned for January 2027, so the announcement describes a forthcoming deployment rather than an already broad production rollout.→Huawei launches Fintelligent AI stack for financial institutionsThe Fintelligent solution combines Huawei’s openJiuwen agent platform with Agent Factory, Token Factory and Data-Knowledge Factory components. Huawei said the system is intended to help banks build, operate and govern agents across core financial workflows, although the release provides no independent deployment evidence.→Simbe says its retail shelf-robot fleet has passed 3,000 unitsThe company said its Tally robots and associated computer-vision, RFID and edge-AI systems serve more than 75 retail banners across nearly a dozen countries. Simbe described the fleet as the largest commercially committed shelf-intelligence deployment identified in its research, though the figures are company-reported.→MediaTek unveils a 55-TOPS chip for AI-first laptopsThe 3-nanometre SoC combines an eight-core CPU, an 11-core GPU and an NPU 890 rated at up to 55 TOPS. MediaTek said the chip will power an upcoming premium Googlebook device and support Gemini Intelligence features locally.→Qiyuan puts personal robots on sale in ChinaQiyuan announced prices starting at 19,999 yuan for Q1 and 29,999 yuan for the T1 Pro, with deliveries scheduled from October 1. The company described the robots as foldable or transformable personal platforms and said it would provide SDK and hardware-development access.→Dongfeng schedules humanoid robots for factory workDongfeng’s chief engineer said Xiaodong would begin factory work in October and move to small-batch, limited-site trials by year-end. The automaker is targeting human-level capability by the end of 2027, which is a roadmap claim rather than demonstrated performance.→Ping An launches multilingual AI healthcare navigation in ChinaGlobalCare supports real-time two-way speech and text translation across 19 languages, including medical terminology. Ping An Good Doctor said the service was available for trial in Shenzhen after its unveiling at the Shenzhen Sci-Tech Innovation Exhibition.→Faraday Future unveils nine embodied-AI robot configurationsThe company said the launch covered the Futurist, Master Mini and three FX Aegis configurations, alongside solutions for education, research, security and inspection. Faraday Future also said the Futurist was on sale and that the Master Mini would start at $9,990; independent evidence of deployment or capability was not provided.→Google Home opens device control to third-party AI agentsMCP-compatible agents including Claude, ChatGPT, Hermes, OpenClaw and Google Antigravity can access Google Home event history and control supported devices. Initial access is limited to Google Home Premium Advanced subscribers in the United States, with safeguards including a prohibition on agent-initiated door unlocking.→Anthropic folds Cowork into Claude and launches Docs and SlidesClaude Cowork and chat are becoming one interface, allowing users to move from quick questions to longer-running tasks without changing products. Claude Docs, Claude Slides and Claude Design are initially beta features for paid users, with enterprise administrators controlling activation.→Nokia and Microsoft announce an agentic foundation for autonomous telecom operationsThe collaboration targets autonomous voice-over-5G assurance, radio-network analysis, predictive maintenance and fault management across multi-vendor environments. Nokia says the solution is available now and supports hybrid, cloud and on-premises deployments.→Google releases Gemini 3.8 Live with background reasoning for voice agentsGoogle announced Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking on 15 September. The models support visual context, switching across 97 languages and asynchronous tools; Google reports leading results on speech-agent benchmarks.→Lenovo and MemryX agree to expand sovereign edge AI deployments in Saudi ArabiaMemryX and Lenovo announced an MOU on 15 September, building on joint edge-AI deployments already operating in the Kingdom. The companies will pursue additional sovereign AI opportunities and explore rack-scale infrastructure aligned with Saudi Arabia's Vision 2030.→Elsevier expands LeapSpace with 23 million full-text research articles and booksElsevier announced the expanded LeapSpace corpus and an independent advisory board on 16 September. The company says the full-text content covers 56% of recent global research citations and 42% of articles published since 2021, while the workspace supports literature reviews, study protocols, data, manuscripts and theses.→Salt Security expands CrowdStrike integrations for AI-agent visibility and controlSalt Security announced expanded integrations with CrowdStrike on 16 September. The integration connects Salt's agent and API visibility with Falcon Foundry, Next-Gen SIEM and Firewall Management to correlate agent behaviour and posture and support automated response actions.→AI becomes a mainstream shopping channel in new consumer studyA new Acosta Group study released on 16 September found that 34% of shoppers use AI tools to shop. It also reported that 74% of Gen Z and millennials use generative AI, 22% trust agents to make purchase decisions and 48% are concerned about how their data is stored or protected.→RWS previews governed agents for regulated-content workflowsRWS announced the public preview of its Tridion agentic platform on 16 September for medtech, pharmaceutical and manufacturing documentation workflows. The platform connects external changes to governed content, maintains audit trails and keeps publication decisions with people; RWS says early users cut impact-assessment time from days to hours.→Anthropic connects Claude to the financial-adviser software stackAnthropic launched Claude for Financial Advisors with connectors to tools from BlackRock, Vanguard, Charles Schwab, iCapital and other providers. The suite supports meeting preparation, research, portfolio analysis, follow-up and compliance workflows.→OpenAI reportedly buys AI camera company Glass ImagingTechCrunch reported, citing The Wall Street Journal, that OpenAI bought Glass Imaging, a startup founded by former Apple camera engineers. Glass uses neural networks during image capture to improve smartphone photography rather than applying edits only after capture.→Apple begins rolling out iOS 27 with redesigned Siri AIApple began rolling out iOS 27 at 10:04 a.m. Pacific time, according to MacRumors. The update adds Siri AI capabilities including on-screen context, web access and deeper actions across apps, while the major Siri AI features remain unavailable in the European Union.→MediaTek unveils a 2nm smartphone chip built for on-device agentsMediaTek announced the Dimensity 9600 Pro, a 2nm smartphone SoC with dual-NPU architecture and support for on-device applications using models up to 30 billion parameters. MediaTek claims 55% higher token generation per watt and a 40% reduction in always-on AI power consumption compared with the prior generation.→Ainos moves chemical-sensing AI into semiconductor productionAinos announced initial commercial orders from a front-end semiconductor company after validation activities involving approximately 200 AI Nose systems. The company also said its proprietary real-world chemical dataset has surpassed one billion records, supporting an edge-AI platform designed to detect chemical signals beyond conventional vision and audio.→Radisys launches V.AI ecosystem for telecom AI servicesThe ecosystem brings together partners including ElevenLabs, Hiya, ReadSpeaker and Speechmatics. It is designed to let telecom operators build, deploy and monetise AI communications services across cloud, edge and private environments.→Meta launches Muse, a consumer agent that can act across appsMuse runs in a dedicated Secure VM and can continue working after the user closes the app, while a separate Sentinel system controls internet access and sensitive actions. Meta says the agent is available through its own app and WhatsApp, with approval steps for actions such as sending emails and making purchases.→GPT-5.6 Sol autonomously runs routine quantum-chip measurementsAn MIT researcher used GPT-5.6 Sol through Codex to select measurement parameters, operate a six-qubit chip, analyse results and refine routine calibration steps. The system worked with little intervention on clear signals but still needed expert guidance when measurements were weak or noisy.→OpenAI releases ChatGPT Images 2.5 with sharper editing and faster generationChatGPT Images 2.5 improves reference fidelity, multi-turn editing and layout accuracy, while OpenAI reports latency reductions of up to 50% compared with Images 2.0. The release also adds Sketch, templates and image comments, alongside API models named GPT-Image-2.5 Flare and Sunburst.→Google Cloud and Accenture create a 1,000-engineer Gemini deployment unitThe Accenture Gemini Enterprise Business Group will combine certified professionals, Google Cloud engineering talent and industry expertise, with plans for a 1,000-person forward-deployed engineering workforce. The initiative is designed to build custom AI applications and accelerate enterprise adoption of Gemini Enterprise.→Analog Devices agrees to buy Alif Semiconductor for $1.35 billionThe all-cash transaction will add Alif's AI-native microcontrollers and fusion processors to Analog Devices' sensing, signal-processing and connectivity portfolio. The companies positioned the combination for low-latency, power-constrained systems spanning robotics, industrial automation, defence and digital health.→General Robotics says GRID can engineer a robot's full deployment lifecycleThe company says GRID can select the models and skills needed for a task, generate training simulations, deploy the resulting capability and monitor failures in real-world operation. It presents the system as a continuously improving platform that feeds robot performance and failures back into later deployments.→Dynamic Creatures launches SnowJay platform for interactive character robotsDynamic Creatures said it is Boston Dynamics’ official entertainment and hospitality partner and is developing mobile robots that respond to people and changing environments. Its SnowJay platform combines perception, learning-based control, behavioural programming and character design.→Mars Security turns live threat intelligence into backtested detection rulesThe platform maps indicators and adversary techniques to detection logic for systems including CrowdStrike, Wiz, Splunk, cloud telemetry and data lakes. Each rule is tested against up to 30 days of customer data before deployment, and the company says it also monitors AI coding-agent credential leakage.→Inceptio says autonomous trucks have exceeded one billion commercial kilometresThe company said the accumulated mileage comes from large-scale deployments and is generating real-world data for its freight autonomy systems. Inceptio is positioning the milestone as a step towards freight physical AI built around commercial operating conditions.→A major Chinese automaker selects Arbe radar for a Level 3 driving programmeThe unnamed automotive group selected the radar stack for vehicles in China, with series-production deliveries scheduled for the fourth quarter of 2027. Arbe said its platform provides 2,304 virtual channels and an AI-ready perception layer.→Lightsage raises $4 million to measure how AI agents use softwareThe platform simulates agents using APIs, SDKs, command-line tools, MCP servers and agent skills, then identifies failures in documentation, authentication or execution. Nexus Venture Partners led the round, which Lightsage said will fund broader evaluation, analytics and attribution capabilities.→WhatsApp tests native support for third-party AI agentsThe beta feature reportedly supports up to five agents per account and uses an API key to connect each agent to a dedicated conversation. The chats are not currently end-to-end encrypted, and access is limited to selected Android users.→Sony Semiconductor Solutions and Aramco explore industrial AIAramco will contribute industrial data, infrastructure and operational use cases, while Sony Semiconductor Solutions will provide sensing technologies and edge-AI capabilities. The non-binding collaboration will focus on areas including industrial automation and real-time environmental understanding.→Three hikers rescued after relying on Gemini for Mount Shasta planningThree hikers were rescued from Mount Shasta after using Google Gemini during trip planning, according to reporting citing the Siskiyou County sheriff. The sheriff said the advice underestimated food and water needs, and the group became stranded after descending late; the account does not establish that Gemini was the sole cause.→Australian retailers invest in agentic shopping, but mass adoption remains distantABC reported that Wesfarmers, Bunnings, Woolworths and Coles are investing in AI agents that can help customers search, compare and navigate purchases. The systems remain assistive or in beta, and retailers still face high costs, integration limits and privacy concerns before autonomous shopping becomes routine.→Google DeepMind details satellite models for Indian agricultureIn an interview reported by The Indian Express, Google DeepMind agriculture lead Alok Talekar described two satellite-based models in the AnthroKrishi team. One maps fields, trees and water from roughly 15 years of imagery, while another tracks sowing and harvesting across 12 crops, with data refreshes ranging from six to 12 months and twice monthly.→Wonderful raises $550M at a $5B valuation for a model-agnostic enterprise AI OSWonderful raised $550M in a Series C led by Insight Partners, more than doubling its valuation to $5B in under six months. The company has shifted from customer-service agents towards a model-agnostic AI OS and operates across more than 35 countries.→Sayari and Snowflake rebuild a 12-billion-record commercial world modelSayari said the rebuilt platform will connect more than 12 billion records from 715 sources across 250 jurisdictions, including corporate filings, government gazettes and shipping records. The company expects the Snowflake migration to expose up to 75% more useful context from its archive and cut data-infrastructure costs by more than 50%.→Uber and Wayve begin supervised autonomous passenger rides in LondonThe companies began carrying passengers in fewer than 20 vehicles, with Transport for London allowing up to 15 cars in a one-year trial. The vehicles are licensed as private-hire vehicles, so removing the safety driver would require a separate automated-passenger-services permit that neither company yet holds.→Google makes Gemini video analysis goal-directed and more efficientGoogle launched agentic video understanding across Gemini 3.7 Flash, 3.6 Flash and 3.5 Flash-Lite in the Gemini API, AI Studio and Gemini Enterprise Agent Platform. Google reports up to 88% lower token consumption, 66% lower analysis cost and 7% higher accuracy on its standard benchmarks, with Gemini app and Ask YouTube rollouts planned.→OpenAI adds Epic EHR integration to ChatGPT for HealthcareOpenAI introduced a read-only Epic EHR integration that lets authorised clinicians review appointment notes, laboratory results, medications and specialist documentation in ChatGPT for Healthcare. It also launched a Healthcare Public Data plugin for official medical and public-health sources, with access controlled by organisational approval, existing Epic permissions and individual clinician sign-in.→Perplexity introduces hybrid cloud-and-local AI execution on MacPerplexity introduced Hybrid Compute in its Mac app, splitting Computer tasks between cloud models for reasoning, search and planning and local models for sensitive files and on-device actions. Its privacy gate can mask information, keep it local, refuse the action or request consent before data leaves the device; the feature requires an Apple silicon Mac with at least 24GB of unified memory.→US Army moves Palantir-Anduril TITAN AI targeting system into productionThe US Army moved its Tactical Intelligence Targeting Access Node programme into production through delivery orders worth $127 million to Palantir and $65 million to Anduril for eight systems. TITAN combines space, aerial and terrestrial sensor data into actionable targeting information, while Palantir supplies the software and Anduril handles hardware and shelter integration.→Aslan launches human-supervised AI undercover agents for national-security missionsAslan publicly launched after raising $20.8 million to build AI agents for national-security investigations; Axios reports that the system provides a harness for intelligence and law-enforcement models operating in underground forums, Telegram channels and other online spaces. The founder says agents remain human-supervised but can actively engage in those ecosystems and ran autonomously for 21 days in one reported case, while agencies continue testing guardrails and data handling.→Pentagon puts ChatGPT Mil and Grok for Government on GenAI.milThe Pentagon now gives around three million personnel access to ChatGPT Mil and Grok for Government through GenAI.mil. The systems are designed for secure defence work, including controlled unclassified information, alongside Gemini.→Meta’s Muse Image becomes available through falFal announced that Muse Image is available through Meta’s Model API on its developer and enterprise platform. Fal describes the model as agentic, with planning, tool use and self-correction capabilities, and says it ranks among the top five systems on its cited image-generation arena.→HUMAIN and Reflection plan sovereign deployment of open models in Saudi ArabiaThe companies said Reflection’s first generally available model will be made available on HUMAIN infrastructure in the Kingdom after its release later this year. They will also explore model customisation, sovereign neocloud services and the use of HUMAIN compute for future training and inference.→ChatGPT Ads reaches a $1 billion annualised revenue run rateOpenAI said ChatGPT Ads reached a $1 billion annualised revenue run rate in less than 200 days and is now used by tens of thousands of advertisers. Self-service Ads Manager access is expanding across India, Europe, the Middle East and North Africa.→AMD, Cisco and HUMAIN bring production AI compute online in Saudi ArabiaAMD, Cisco and HUMAIN said AMD MI355X GPU infrastructure is live and delivering production AI compute to customers in Saudi Arabia and beyond. The companies also announced plans for up to 250 megawatts beginning in 2027, with a longer-term target of up to one gigawatt by 2030.→EU designates ChatGPT as a Very Large Online Search EngineThe Commission designated ChatGPT as a Very Large Online Search Engine after OpenAI reported more than 45 million average monthly EU users. The designation brings additional systemic-risk, auditing and data-access obligations.→Infostealer malware hijacks Claude sessionsAnthropic warned that general-purpose infostealers including Vidar, Lumma, StealC and AMOS had harvested credentials and Claude session data from infected devices. The company signed out compromised sessions, removed saved payment methods and refunded unauthorised charges it identified.→Broadcom adds governed data and agent sandboxes to VMware TanzuThe new VMware Tanzu capabilities combine on-site structured and unstructured data processing with deny-by-default agent sandboxes, curated tools and an AI gateway. Broadcom says the capabilities will become generally available in autumn 2026.→OpenAI reportedly tests outcome-based pricing with major customersThe Information reported that some large OpenAI customers can pay only when the system completes defined work, initially including customer-support interactions. The arrangement is selective, has not been publicly announced by OpenAI and has not been independently verified by The Next Web.→Cloudflare launches continuously retrained bot-defence engineAdaptive Intelligence is built into Cloudflare Bot Management and uses network-wide traffic signals to update its machine-learning model continuously. The system is designed to deploy disposable rules, validate new versions in shadow mode and adapt to new bypass tools without scheduled releases.→Cloudflare AI Search adds GLM-5.3 Flash with a million-token contextCloudflare's 30 August changelog says AI Search can now use GLM-5.3 Flash for text generation through Workers AI. The entry lists a 1,048,576-token context window, but it is a managed deployment announcement rather than an independent evaluation.→Grok Bot links X profiles to automatically provisioned developer accountsGrok Bot's official account announced the improved X connection on 29 August, saying an X profile connection automatically creates a developer account with included credits. The update lowers the setup barrier for using X data inside an agent, although the post does not specify the credit amount or the full set of supported actions.→Anthropic's Claude Code limit raise becomes a 17% cut against the current promotionAnthropic said standard weekly limits for Pro, Max, Team and seat-based Enterprise plans will permanently rise 25% from 14 September, while the current 50% boost remains until then. A follow-up quantified the change against the active promotion as a 17% reduction in weekly capacity, making this a meaningful usage-policy change rather than a straightforward increase.→YFORE debuts multimodal in-cabin sensing system for cockpit safetyYFORE debuted an occupant-and-driver monitoring system combining an automotive-grade smart-mirror camera with cabin radar. The company says it covers fatigue, distraction, unresponsive-driver, phone-use and occupant-classification detection, along with life-presence monitoring; the claims have not been independently validated.→MiniMax records a brief elevated-error incident for its LLM serviceMiniMax opened an official incident for elevated errors on its large-language-model service at 01:03 UTC on 30 August and marked it resolved at 01:06 UTC. The status page provides no cause or impact estimate, and similar recurring entries make broader significance uncertain.→Lesotho launches national farmer registry built on an agentic-AI application platformLesotho's Ministry of Agriculture, Food Security and Nutrition launched a national portal consolidating farmer, land, household, livestock and support-service records across all 10 districts. The system uses Joget DX Enterprise, whose supplier describes its agentic-AI platform and LLM-assisted development process as future application headroom rather than claiming that autonomous AI currently makes agricultural decisions.→AGENTPR appointed media-intelligence platform for WPRF AbujaCihan Media said the Nigerian Institute of Public Relations appointed AGENTPR as the official media-intelligence platform for WPRF Abuja 2026. The release says it will monitor Nigerian, African and international media, detect issues and interpret narrative and reputation signals before, during and after the forum.→Jukebox adds free 4× HD AI upscaling to its background-removal workflowJukebox launched free 4× HD upscaling inside its image download flow, supporting photos up to 25 MB and batches of up to 50 images. The release pairs upscaling with background removal and generative editing, but the performance claims are vendor-reported.→Yaber brings SenseCleanAI dust detection to a sub-$200 cordless vacuumYaber launched the HP20 cordless vacuum with a SenseCleanAI system that scans floors thousands of times per second and adjusts suction. The release also lists 180 air watts, H13 HEPA filtration and a US$139.99 launch price; the AI performance claims come from the manufacturer.→OpenAI will end its model supply agreement with SpaceX-owned CursorOpenAI said on 28 August that Cursor’s direct access to its models will end on 12 November following SpaceX’s acquisition. Existing access remains until then, but Cursor will not receive future OpenAI models under the proposal.→CXMT begins mass production of LPDDR6 for Xiaomi’s 18 FoldReuters reported that CXMT has started mass production of LPDDR6 and will supply it to Xiaomi’s upcoming 18 Fold, expected in September. Xiaomi confirmed the supply relationship, making CXMT’s latest mobile DRAM a component in a mainstream device launch.→Anthropic previews a hardware standard for AI agentsAnthropic released the Model Hardware Standard, a model-agnostic framework for connecting AI agents to equipment including microscopes, manufacturing machines, quantum hardware and robot arms. The framework builds on MCP and is being shared with partners while Anthropic develops safety evaluations ahead of a planned open-source release.→Instinct reportedly raises $250 million at $2.5 billion valuationInstinct, an invite-only assistant from Spear Street Technology, is reportedly raising $250 million at a $2.5 billion valuation in a round co-led by Index Ventures and Benchmark. The financing would bring total funding to $350 million for an assistant designed to handle phone- and text-based tasks such as email, calendars, travel and home services.→OpenAI brings ChatGPT ads to India’s free and Go tiersOpenAI said it will begin showing ads on ChatGPT Free and Go tiers in India, initially featuring 50 brands and partnerships with WPP and Omnicom. It plans to launch an ads manager the following month with a stated minimum daily budget of ₹725.→Google releases Gemini Omni 1.1 Flash for controllable AI videoGoogle released Gemini Omni 1.1 Flash as a production-ready multimodal video model and API update with scene extension, first-and-last-frame interpolation, 360p drafts and upscaling to 4K. Google says scene extensions can use up to 10 seconds of prior context and accumulate to 40 seconds through Gemini API, AI Studio, Enterprise Agent Platform and Flow.→Microsoft and HUMAIN plan enterprise distribution for ALLAM modelsHUMAIN and Microsoft announced a long-term collaboration centred on making HUMAIN’s ALLAM Arabic-language models available through Microsoft Foundry and the Microsoft 365 Copilot ecosystem. The companies also plan to pair HUMAIN specialists with Microsoft’s forward-deployed engineers to help organisations move from pilots to production across Saudi Arabia and the wider region.→Google Cloud adds budget controls and usage-based pricing to Gemini EnterpriseGoogle Cloud is adding a pay-as-you-go option to Gemini Enterprise alongside per-seat subscriptions and letting customers set monthly project limits that pause an agent’s API calls when budgets are exhausted. Google also announced term discounts and a planned off-peak option that could cut token costs by up to 50%, making cost governance part of the product’s on-ramp.→Glean launches Tau enterprise desktop AI experienceGlean launched Glean Tau at its Glean:GO conference, extending its enterprise context and controls to work across local files, applications and code. The company also reported a benchmark in which Glean used 81% fewer tokens and was preferred 78% of the time against Claude Cowork, though those comparisons were vendor-run rather than independent evaluations.→Perplexity launches a local-first Computer agent for Nvidia DGX SparkPortable Computer is optimised for Nvidia DGX Spark and can run local models, including a post-trained Qwen 3.8 27B variant, while supporting connectors for Gmail, Drive, Slack and GitHub. Perplexity also allows users to switch between local and cloud models, with local execution avoiding token limits and keeping routine workflows on-device.→Google Cloud launches Gemini Enterprise solutions for legal and financial servicesGemini Enterprise for Legal and Gemini Enterprise for Financial Services entered preview with purpose-built agents, MCP connectors, domain skills and centralised audit and permission controls. The financial-services release includes more than 50 skills and 13 connectors, while the legal offering targets contract review, diligence, regulatory monitoring and privacy workflows.→Thomson Reuters launches its first proprietary legal AI modelThomson Reuters says Thomson was trained on Westlaw, Practical Law, Checkpoint and Reuters material, with subject-matter experts involved in mid- and post-training. A smaller version is available as open weights for academic and non-commercial use, and the first deployment is in Tabular Analysis in CoCounsel Legal; the company says early evaluations are comparable to current frontier models, but those claims are not independently verified.→Google Cloud and Verizon extend Gemini Enterprise into telecom operationsVerizon plans to use the stack for an autonomous network-intelligence framework intended to predict and resolve anomalies before customers are affected. Gemini Enterprise will also support agent orchestration and workflows in customer experience, marketing, security and other operations.→DeepCura proposes an auditable AI workforce around the EHRThe platform targets reception, scribing, intake, scheduling and inbox work, with actions and chart entries carrying what the company calls receipts. DeepCura says clinicians retain control of consequential decisions and that more than 6,000 clinicians use its platform; those adoption and auditability claims are company-reported.→Britive launches task-scoped runtime controls for AI-agent accessARC is designed to grant intent-bound access during a job and remove that access afterwards. Britive says its controls cover identity, requests, authorisation, privileges, actions and outcomes, but the release is a vendor product claim rather than independent evidence of deployment or effectiveness.→Galileo unveils a cross-form-factor platform for embodied ground roboticsThe platform is designed to span wheeled autonomous guided vehicles, vehicle and off-road systems, and legged robots. Galileo says it is targeting logistics, inspection, heavy off-road handling and humanoid chassis applications, with open hardware and software interfaces planned for commercialisation.→Signia puts four coordinated neural networks into a new hearing-aid platformThe networks are designed to model speech, noise, environment and the wearer’s own voice. Signia reports 54 times more processing power, 50% greater efficiency and twice the memory on its chip, plus a result in which 97% of wearers performed better than competitors in noisy group conversations; these are vendor-supplied figures.→GALBOT humanoids complete a 100-rally autonomous tennis matchThe company said the robots tracked fast-moving balls, repositioned themselves, selected shots and adapted during play. The demonstration was announced by GALBOT, and independent validation of the result was not provided.→Chinese humanoid robots beat Usain Bolt’s 100-metre markBoth robot times were faster than Usain Bolt’s 9.58-second human world record, while a Unitree robot recorded 12.41 seconds. The result concerns a robot race and does not establish a new human athletics record.→Chinese consumer platforms increasingly build their own AI modelsThe report said companies are increasingly developing models tailored to their own data and platforms rather than relying entirely on external providers. RedNote’s Dots Studio has also released the 280-billion-parameter open-weight Dots3-Note Preview.→Chinese AI models gain traction among African businessesNigeria-based Curacel has added GLM-5.3 to its model mix while retaining Western systems for more demanding reasoning and reliability-sensitive work. The examples show procurement decisions becoming more pluralistic as model providers compete globally.→Harvard Business School bootcamp offers AI avatars of instructorsA TechCrunch report said the programme combines live teaching with AI-generated instructor avatars for repeated practice and feedback. The deployment puts digital replicas of business-school instructors inside a paid educational product.→Waymo opens Ojai robotaxis and Gemini cabin assistant to riders in three US citiesGoogle posts on 21 August said riders in those cities could access Ojai, which includes automatic sliding doors, extra legroom, YouTube Music and a dedicated screen. Gemini can answer voice requests for cabin controls and local or route recommendations; it does not drive the vehicle.→Tesla schedules a 3 September Austin Cybercab launch eventThe invitation gives a concrete date for the purpose-built robotaxi's public presentation after Tesla's preparations for Austin operations. The event is a launch milestone, not evidence that fully unsupervised Cybercab service will be broadly available on that date.→DeepSeek removes peak-hour API pricing on weekendsThe update changes the peak/off-peak schedule introduced earlier in August so Saturdays and Sundays use the lower off-peak rate. Weekday peak pricing remains in place, making this a targeted capacity-management change rather than a blanket price cut.→Ox Alpha reports an 80% pass rate on the full 113-task DeepSWE runThe report says Ox Alpha completed all 113 tasks and was available through OpenRouter, Venice and Nous Research. The result is a researcher-reported evaluation rather than an independent audit, and the model's underlying identity remains disputed.→DeepSeek adds vision to V4 Flash in an experimental API modelDeepSeek's official API documentation says the experimental model matches V4 Flash on text capabilities, including agents, reasoning and world knowledge, while adding mixed text-and-image input. The company reports multimodal agent performance close to Anthropic's Opus 4.8 and makes the model available through Chat Completions, Messages and Responses.→Anthropic expands Claude Mythos 5 access through defensive security productsAnthropic said Claude Mythos 5 is now available in Claude Security's public beta for Enterprise customers and is being integrated into partner cybersecurity tools. It also launched a $35 million Defender Advantage Fund for open-source security work and said Mythos scans return findings and suggested patches for human review rather than exposing the model directly.→TransformativeMed and Red Rover put agentic discharge planning inside Oracle HealthTransformativeMed said its Agentic Clinical Operating System will combine with Red Rover Health's interoperability layer and Model Context Protocol connections to access clinical context and workflow tools. Their first joint project is agentic patient-discharge planning with an academic health system, with a demonstration planned for the Oracle Health Summit in September.→Kakao to split its chat and AI platform business into a new KakaoAI companyKakao said it will spin out the KakaoTalk-centred platform business into a new company tentatively named KakaoAI, while KakaoX retains investment operations. Reuters reports that KakaoAI will cover AI, advertising, commerce and KakaoTalk, with a planned January 2027 relisting and a 2030 revenue target of at least 6 trillion won.→Chest-CT AI workflow moves into a US hospital PACSThe AVIEW platform will analyse chest CT studies for lung-cancer screening and return structured findings inside INFINITT's PACS, including nodule assessment and prior-image comparison. The companies described it as their second North American deployment and said the repeatable integration model is intended to expand to more hospitals.→US defence marketplace makes an AI and API control plane contract-ready540 said its AI and API Control Plane connects enterprise data, applications and models through a governed API layer for defence and civilian agencies. Awardable status means the solution has met the marketplace's competition requirements and can be procured through that channel, although the announcement does not establish universal deployment.→US Air Force selects Crogl for AI-enabled cyber defenceCrogl says it was selected from more than 50 proposals to support the 33rd Cyberspace Operations Squadron and the Department of the Air Force Information Network, which serves more than 700,000 users. The system is intended to correlate evidence across security tools while keeping data within the customer's environment and humans responsible for mission-critical decisions.→Binance opens trading and account actions to AI agents through Agent OSThe platform supports compatible agents through MCP, with user-configured permissions, dedicated subaccounts and revocable access; the initial implementation can read market and account data and place trades. Binance says it monitors resulting orders, but the selected AI application's broader workflow and reasoning remain outside Binance's visibility.→Thomson Reuters makes CoCounsel Legal generally available as an agentic workflowBuilt on Anthropic's Claude Agent SDK, CoCounsel Legal can move from legal research and issue analysis to a first-draft brief while checking cited authority. Thomson Reuters also announced an expanded MCP connection with Claude and said one million professionals in 107 countries and territories rely on CoCounsel.→Mednet launches an NCI-funded AI trial-matching tool with SWOG evaluationTrialMatch matches patient profiles against open trials using factors including diagnosis, stage, biomarkers and location, and provides match rationales and enrolment links. The NCI SBIR/STTR-funded project includes a prospective SWOG evaluation of whether AI-assisted matching improves physician awareness and patient enrolment; Mednet says the tool is available at no cost to its physician community.→TIER IV and Renesas pair Autoware with automotive AI compute for software-defined vehiclesTIER IV plans to optimise Autoware and its end-to-end models on R-Car Gen 5, targeting solutions from Level 2+/2++ driver assistance to Level 4 autonomy. The companies plan a demonstration on R-Car X5H at Automotive World 2026; the announcement is a collaboration roadmap rather than a production deployment.→Cerebras unveils CS-4 rack-scale AI systemThe Register reported that CS-4 uses the WSE-3T/Turbo, which Cerebras says doubles compute, memory-fabric and I/O bandwidth while retaining its 5nm process and 4 trillion transistors. Cerebras claims up to 4,400 tokens per second per user on gpt-oss-120b, with first systems due later this quarter.→Amazon makes Alexa+ free on compatible Fire TV devicesAmazon is making Alexa+ available at no extra charge on compatible Fire TV devices in the United States, including for customers without Prime, TechCrunch reported. The assistant supports conversational content search, smart-home controls and AI recommendations, while the previously announced non-Prime monthly charge no longer applies to this Fire TV access.→Google adds interactive study tools across Search and GeminiGoogle announced interactive visuals, 3D simulations, a student hub and customised practice quizzes across Search and Gemini, TechCrunch reported. Google also said Lens will gain an interactive learning experience, while Gemini users will be able to create custom study tools and simulations through prompts.→OpenAI launches ChatGPT for Teens with learning tools and default protectionsOpenAI launched a teen-oriented ChatGPT experience with Study Mode, quizzes, visualisations and parental controls. The company said under-18 users will be placed into the teen experience by default when its age-prediction system identifies them, while parents can set controls and receive alerts for serious safety concerns.→Aiva says its nursing assistant can control more than 40 hospital IT systemsAiva said its nursing assistant now uses ChatGPT for Healthcare, Claude for Healthcare and Gemini Enterprise behind one voice interface for more than 40 hospital IT systems. The company cited integrations with Epic, Oracle Health and ServiceNow, alongside clinical reference, communication, nutrition and smart-room functions; the release provides no independent clinical evaluation.→Portnox adds network-level enforcement for risky AI-agent identitiesPortnox said its new Microsoft Defender integration joins existing CrowdStrike and SentinelOne integrations to enforce network controls based on risk signals. The company said organisations can automatically block or quarantine agent identities and revoke access when an agent behaves anomalously or violates policy.→Stripe reportedly agrees to acquire OpenRouter for more than $7 billionTechCrunch, citing Bloomberg, reported that Stripe had finalised a deal worth more than $7 billion for OpenRouter. OpenRouter provides access to more than 400 models and reported 8 million users.→Wispr raises $280 million at a $2 billion valuationWispr raised $280 million in Series B funding led by Menlo Ventures at a $2 billion post-money valuation. The company said the capital will support expansion beyond dictation, including its meeting note-taker product.→Wispr launches Canto model to improve speech understandingWispr said Canto is designed to improve speech understanding in Flow and reduce transcription errors. The company said error rates should fall from 30% to below 10%, with the model launch accompanying its Series B announcement.→Amber raises €7 million for its AI-powered business knowledge platformAmber raised €7 million in Series A funding led by Ventech and NRW.Venture, according to Axios Pro Rata. Tech.eu reported that the company is expanding an AI-powered platform for organising and using business knowledge.→Claude voice mode gains model selection and connected-app actionsClaude voice mode can now use Opus, Sonnet or Haiku, with the default based on the model last used in text chat. Anthropic also says voice conversations can interact with services including Gmail, Google Calendar, Slack, Canva and Notion.→Runway launches a routing layer for generative-media modelsRunway Media Router automatically selects among available media models according to preferences such as quality, speed and cost. The service extends Runway’s developer platform, which already provides access to its own and third-party models.→Gemini approaches one billion monthly usersAlphabet reported that Gemini’s monthly users have grown from 750 million in February to more than 950 million. Google also said its AI search mode has passed one billion users, while third-party data showed Gemini gaining share among AI assistants.→RobustifAI targets deployment failures beyond benchmark scoresThe workshop takes place at IJCAI-ECAI on 15 August and covers robustness across models, deployment and user interaction. Its agenda includes distribution shift, adversarial inputs, tool use, human interaction, monitoring and assurance.→Agent security gets an attack-and-defence benchmarkThe IJCAI-ECAI challenge focuses on prompt injection, skill poisoning, supply-chain vulnerabilities and other threats affecting agents with system-level operations. It brings offensive and defensive techniques together in a common evaluation setting.→CAR-bench tests whether agents recognise their limitsThe benchmark tests multi-turn task completion, hallucination resistance when capabilities are missing and disambiguation of ambiguous requests. Agents must chain tools and policies while interacting with a simulated user in a changing environment.→Industrial automation challenge demands physics-grounded reasoningThe Industrial Automation Challenge requires models to use structured industrial context, including Failure Mode and Effects Analysis, to produce causal maintenance narratives. It includes both native-model reasoning and agentic tool-augmented tracks.→Travel-planning agents face a constraint-heavy evaluationThe challenge evaluates multi-day travel plans against spatial, temporal and financial constraints using tools such as flights and hotels. Its second track tests specialised tool-use plugins for commercial agent platforms, with final results scheduled for presentation at IJCAI-ECAI.→