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As Chief AI Officer at WPP, Daniel Hulme governs AI agents at scale. On 10 Nov he shares how. 45 mins, online.

Who decides when an AI agent should stop? Get a six-stage lifecycle for governing agents from WPP's CAIO. Live, 10 Nov.

If an agent starts writing bad data into a production system, how does it get stopped? 69% of the organizations we surveyed have no automated kill switch or circuit breaker for that. Only 39.8% log agent activity at runtime, so most incident reviews have to piece together what the agent did from other systems’ records. Two-thirds reported an agent-related incident in the past year.

Deepgram and AWS give early-stage startups up to $100,000 in credits for 12 months, usable across Deepgram's speech-to-text, text-to-speech and Voice Agent APIs. You qualify if you've raised less than $10M and are in production or launching within six months.

Your next ThinkSystem GPU deal can be bigger than the server on it. Klique gives your customer a working AI Factory on Day 1, on the ThinkSystem you quoted. You own the relationship. We wear your badge. Attach it on the services contract.

HPE sellers are turning ProLiant GPU quotes into full AI Factory deals. Attach Klique and you sell the whole AI Factory, with software and services on top. Your customer gets a working AI Factory on Day 1, on the hardware you quoted. Unleash AI Partner. TPP Silver Partner. GreenLake Marketplace.

Great robots start with well-labelled data. Let our domain experts handle the prep. Get a Chemin sample dataset, on us.

Training autonomous vehicles takes data you can trust. See how Chemin's domain experts validate it, with a sample dataset, on us.

Most B2B SaaS companies have tried AI agents by now. Far fewer have made them part of how sales, customer success, product and finance work every day. That gap is what our next lunch webinar is about. Our Head of Customer Success, Leilei Tong, will share what we have learned working with B2B SaaS companies: • Where agents create real value across sales, CS, product, engineering and finance • How to set up governance so teams own their agents while you stay in control • The most common pitfalls, and how to avoid them • A practical checklist for getting started in your own organization Concrete examples, and plenty of time for your questions. Thursday 22 October, 12:00 to 12:45 CEST, online. Sign up via the link in the first comment to get your calendar invite and meeting link. Hope to see you there!

The quote doesn’t need a meeting. GPU, count, duration — that’s the whole form, and pricing comes back from it.

Skip the waitlist. We have dedicated nodes available now. Tell us the requirements, we will give you a quote.

Eyedea ANPR / ALPR – Number plate reading - AI Visual recognition software for traffic: E-Tolling & ITS, Parking & Access, Law Enforcement, Smart Cities, Police & Forensics. 🛣 Extremely accurate and fast AI-powered license plate recognition (ANPR) software designed for reliable performance in real-world conditions. It detects and reads plates from images and videos, including special characters, multi-line formats, and ADR plates. The technology ensures precise localization from wide viewing angles, accurate recognition even from low-quality data, and country identification. Advanced features include unreadable and obscured plate prediction, plus corner detection that normalizes plates captured from sharp angles for maximum recognition accuracy. AI-powered. Reliable. Ready for scale. 🚘 🚚

Eyedea Make & Model Recognition – AI visual recognition for Traffic, E-Tolling, Parking & Access, Law Enforcement, Smart Cities, Police & Forensics. 🛣 Eyedea MMR uses advanced AI to identify vehicles with exceptional accuracy. The system recognizes 16 vehicle categories, 371 makes, 3005 models, and 7830 generations, including variants and color, from both front and rear views — even in challenging day and night conditions. 🚘 It also detects special vehicle TAGs such as for example emergency and fire brigade vehicles. Additionally, the system recognizes pedestrians, cyclists, animals, and other soft-mobility objects, making it ideal for ITS, parking, and smart city applications. ✅

The GPU market is growing. But is your business model keeping up? GTC Berlin is a good place to talk about what comes next for GPU cloud providers💯 We’re hosting an invite-only side event during GTC Berlin, bringing together people building and scaling GPU infrastructure businesses. Join us near STATION-Berlin on October 20 from 6:30 PM onwards for an evening of drinks, snacks, and networking with the GPU infrastructure community🥂 Building a GPU cloud or planning your next phase of growth? Join us for the conversation. Request your invitation: https://lnkd.in/g8FVRb-v The exact event location will be shared once your attendance is confirmed by the host. #GTCBerlin #NVIDIAGTC #AIInfrastructure #GPUCloud #Neocloud #GPUInfrastructure #CloudComputing #GPUaaS #GPUComputing #DataCenter #CloudProviders #AICompute #GPUVirtualization #AIInfrastructureProviders #CloudBusiness

EU AI Act, NIST AI RMF, ISO 42001, Colorado SB 205. One set of controls, or four separate fire drills. Credo AI is the system of record for enterprise AI governance. Every use case, model, agent and connector in one place, with the approval trail and the evidence already mapped to the frameworks you report against.

Someone connected an MCP server to production data last week. Was it reviewed? Credo AI is the system of record for enterprise AI governance. Every use case, model, agent and connector in one place, with the approval trail and the evidence already mapped to the frameworks you report against.

Automation handles the routine runs. Then an edge case interrupts: a missed inspection, a reroute around a closure, a damage dispute, a driver who walks mid-week. The training data behind the automation was never prepared for those cases, so the system makes a confident call on a situation it has not seen. CloudFactory applies AI oversight that identifies and isolates those exceptions automatically and routes each one to an Evaluator. The resolution becomes training data, and the next exception gets handled better than the last.

Aranya is a finalist for Best AI Infrastructure Solution at the 2026 A.I. Awards! We're in the running with WEKA, Cloudera, and Experian. So give us a call if you need custom clusters within 48 hours. Winners announced October 13.

GPU costs are hot. But what about utilization? Windsurf cut GPU costs 50%. Cartesia tripled their cluster size. Odyssey ran infrastructure at up to 4.4x lower cost than hyperscalers. None of that came from finding cheaper GPUs. It came from infrastructure designed around the actual workload, not general purpose compute retrofitted for AI. The dirty secret of AI infra: most teams are paying for clusters they're not fully using. The waste is at the architecture level, not the billing level. The teams winning on cost aren't squeezing margins. They're building differently. What are you actually optimizing: the billing line or the architecture?

Crusoe is heading to NVIDIA GTC Berlin, Oct. 20-22. If you're training, fine-tuning, or serving models, find us in Hall 7. Our engineering and product teams will walk you through Crusoe Cloud: ↪ Spin up GPU clusters and orchestrate them with Crusoe Managed Kubernetes or Crusoe Managed Slurm ↪ Run Managed Inference or Serverless Fine-Tuning in Crusoe Intelligence Foundry ↪ Talk through your workload with the people who build the platform Kick off the week with us Tuesday, Oct. 20, at Sips & Supper. Settle into Berlin over dinner and drinks with the Crusoe team and other leaders shaping the AI industry, before the conference gets underway. Space is limited, and registration requires approval ➡️ request your spot: https://lnkd.in/eVfu5zCF

Lunch webinar for leaders in B2B SaaS. We'll cover where agents create value, governance that scales, and lessons from the field. Join us!

I’ll be attending 𝗔𝗜 𝗚𝗹𝗼𝗯𝗮𝗹 𝗘𝘅𝗽𝗼 𝟮𝟬𝟮𝟲 𝗶𝗻 𝗧𝗼𝗸𝘆𝗼, 𝗝𝗮𝗽𝗮𝗻, from November 4–6. As AI adoption grows, the conversation is moving beyond models to the infrastructure required to run them at scale. At Cyfuture.ai, we’re focused on making that infrastructure accessible through Bare Metal GPU infrastructure, AI as a Service, and high-performance compute for AI workloads. Alongside compute, reliable data centre infrastructure, networking, power and cooling are becoming equally important to delivering performance at scale. I’m looking forward to meeting AI companies, enterprises, technology partners and infrastructure leaders in Tokyo to discuss how we can build and scale AI workloads more effectively. If you’re attending, let’s connect and exchange perspectives on the future of AI infrastructure. 📍 𝗔𝗜 𝗚𝗹𝗼𝗯𝗮𝗹 𝗘𝘅𝗽𝗼 𝟮𝟬𝟮𝟲 | 𝗠𝗮𝗸𝘂𝗵𝗮𝗿𝗶 𝗠𝗲𝘀𝘀𝗲 𝗜𝗻𝘁𝗲𝗿𝗻𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗖𝗼𝗻𝘃𝗲𝗻𝘁𝗶𝗼𝗻 𝗖𝗼𝗺𝗽𝗹𝗲𝘅, 𝗝𝗮𝗽𝗮𝗻 📅 𝗡𝗼𝘃𝗲𝗺𝗯𝗲𝗿 𝟰–𝟲, 𝟮𝟬𝟮𝟲\ 📌 𝗕𝗼𝗼𝘁𝗵 𝗡𝗼. 𝟭𝟭 𝘚𝘦𝘦 𝘺𝘰𝘶 𝘪𝘯 𝘛𝘰𝘬𝘺𝘰! #AIGlobalExpo2026 #CyfutureAI #GPUInfrastructure #BareMetalGPU #AIasAService #DataCenters Cyfuture

Across the Middle East, investment in sovereign AI capabilities is gathering momentum. Financial health is receiving greater attention. Institutions are placing greater emphasis on measuring the value of digital transformation. Together, these developments raise the expectations of what AI should deliver. For banking leaders, that means understanding whether a customer can comfortably borrow, recognizing when a business needs support, protecting people from increasingly sophisticated fraud, and giving relationship managers timely intelligence they can use with confidence. All while respecting data boundaries, maintaining accountable decisions and keeping essential services resilient. At C5i, these priorities inform how we connect business expertise, data, AI and human judgement. Our banking capabilities bring together customer intelligence, credit risk analytics, fraud detection and responsible AI. Agent5i connects intelligence to enterprise workflows, with human review, traceability and visibility into performance and costs. We see customer intelligence as a foundation for relevant, responsible engagement. We see automation as a way to give teams more capacity for judgement and advice. And we believe success should be measured through adoption, customer outcomes, productivity and business value. The same expectations matter across banking and adjacent industries where decisions affect people’s lives. Understanding this environment means connecting technological ambition to the responsibility’s institutions carry every day. That is the context C5i brings to transformation. Know more about C5i’s Banking & Financial Services capabilities: https://lnkd.in/d7tsaUSD Hemant Julka | Anees Merchant | Shreyas Sundaresh | Parag Penker | Samer Hamadneh #C5iHumanAIImpact #MiddleEastBanking #UAE #BankingAI #ResponsibleAI #SovereignAI #AgenticAI #BusinessImpact

AI Verse gave a German counter-drone company the detection capability its flight schedule could not deliver. Capture campaigns set the roadmap for you. Every new airframe, sensor or customer requirement means another flight window, another labelling contract, another quarter of delay. AI Verse removed that constraint. We generated roughly 17,000 labelled images to the company's spec: two camera settings, two drone models, both views rendered from the same scene, every frame labelled to the pixel. Four batches, each one shaped by their review of the last, from a 50-image sample to full delivery. No aircraft left the ground. What our data produced: 0.989 mAP50 on the narrow camera, and a working small-object detector for the wide search view. Both trained on AI Verse imagery alone. Our engine generates the dataset whenever the requirement changes. A new drone model becomes a spec change, not a headache. Tell us which capability you need to prove and we will scope the dataset. Link to the case study in the comments ⬇️