Today's AI Pulse
Odyssey lands $310M Series B, valued at $1.45B
Odyssey announced a $310 million Series B round that values the AI lab at $1.45 billion. The round was led by Natural Capital and included backers such as Amazon, AMD Ventures, GV, EQT and IQT. In parallel, Odyssey struck a preferred‑cloud deal with AWS to use Trainium silicon for large‑scale model training.
Also developing:
What’s Powering the Algorithm that Gets You a Good Night’s Sleep?
NovaResp Technologies has developed an AI‑driven algorithm that predicts obstructive sleep apnea events before they occur, allowing CPAP devices to intervene gently and avoid abrupt pressure spikes. The predictive software, trained on patient breathing patterns, completed two clinical trials and is now courting CPAP manufacturers for integration. Founder Hamad Hanafi shifted the company’s focus from hardware to software to scale the solution efficiently. The firm’s growth has been underpinned by the ICTC Work‑Integrated Learning program, which supplied a pipeline of subsidized student talent.
Introducing the Project 0 Skill: Enabling DeFi for AI Agents
Project 0 has launched a new skill that gives AI agents direct, modular access to Solana’s DeFi ecosystem. The integration aggregates yield, credit and cross‑venue strategies from platforms like Kamino and Drift into a single API. Agents can now borrow...
Robotics Incubator at Technical University of Munich Receives Additional €3.5M in Government Funding
Technical University of Munich’s robo.innovate incubator has secured an additional €3.5 million from the Bavarian Ministry of Economic Affairs, bringing total public funding to over €7 million and extending the program for the next three and a half years. Since its 2021...
Winning with AI Means Responsible, Scalable Governance
I had an awesome time speaking about AI governance at the Virtual AI Summit last week. Governance is not about slowing AI down. It is about making sure it scales safely. The organizations winning with AI are not the ones experimenting the...
AI Takes Center Stage at MWC 2026
Artificial intelligence takes centrestage at Mobile World Congress 2026! https://t.co/hNUVQcsmb1 via @YouTube #MWC26 #MWC2026 #AI #Robotics #Robots #PhysicalAI #humanoid #ArtificialIntelligence @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves @Nicochan33 @HaroldSinnott @mvollmer1 @marcusborba @CatherineAdenle @vinod1975 @YuHelenYu @ingliguori @fogoros @ylecun @TerenceLeungSF @SourabhSKatoch @wil_bielert @HsrYueli...
ADP’s Strategic Partnership with Pine Services Group Expands HCM Solutions
ADP has entered a strategic partnership with Pine Services Group to embed its AI‑enabled human capital management (HCM) suite within ERP and value‑added reseller ecosystems, initially targeting construction and other project‑driven sectors. Pine will act as a distribution and enablement...
ISIS-K and AI: Chatbots, Propaganda, Recruitment
ISIS’s Afghanistan affiliate, ISIS‑K, has begun publishing a guide that encourages recruits to use artificial‑intelligence tools and chatbots for research, propaganda and recruitment. The advice appears in the group’s English‑language magazine *Voice of Khorasan*, framing AI use as a “responsible”...
AI, VR, and the Training Gap: Why New Healthcare Tech Fails Without Workforce Readiness
Artificial intelligence and virtual reality are poised to transform healthcare education, yet adoption rates remain sluggish. The article argues that the primary barrier is workforce readiness, especially among nurse educators who control training decisions. Without intentional change management, leadership support,...
Vudoo Announces Partnership with PubMatic to Simplify Activation of Commerce-Enabled Advertising
Vudoo has partnered with PubMatic to embed its commerce‑media technology into PubMatic’s AI‑powered programmatic platform, enabling shoppable ad experiences across verified inventory. The integration lets agencies and brands activate commerce media with a single deal ID, supporting display, video and...
You Can’t Automate Trust: Why AI Still Needs Human Strategy in Marketing
Marketers are discovering that AI can automate data‑heavy tasks, but it cannot set strategy or build trust. The most successful teams pair AI’s speed with human judgment, using automation to execute a clear, human‑crafted vision. Without human direction, AI‑driven campaigns...
Teach AI to Think Like You: Build Your Knowledge Base
MarketingProfs AI Friday Forum is coming fast. It's next week, and I'm going to explore an idea: can you train AI to "think" like you? If so, how? Here are the details. Come and join us. Let's have FUN together....
Samsara Uses AI to Help City Fleets Clear Snow After Storms
Syracuse, the nation’s snowiest city, has cut snow‑removal complaint calls by 30% after deploying Samsara’s AI‑enhanced GPS and dash‑cam system. The platform provides real‑time vehicle locations and video, feeding a public map that refreshes every five minutes and helps dispatch...
Meta's GR2 Leverages LLM Reasoning for Better Ad Ranking
Can LLMs be used for ads ranking? Meta's GR2 architecture utilizes reinforcement learning and LLM world knowledge to improve ad ranking performance through structured reasoning. https://mobiledevmemo.com/can-llms-be-used-for-ads-ranking/
Tufin’s AI-Powered Tools Simplify Network Security Operations
Tufin unveiled a suite of AI‑powered tools, including four new assistants and an Executive Dashboard, built on its TufinAI engine. The assistants automate rule searches, device discovery, compliance exception analysis, and access‑request handling via natural‑language prompts. Integrated with Tufin’s Unified...
Agentic Orchestration Confronts the Growing Complexity of Enterprise IT
IBM is championing agentic orchestration as the next evolution of enterprise IT, aiming to unify AI agents across fragmented applications and multi‑cloud environments. The approach moves beyond traditional digital‑transformation pilots toward end‑to‑end, outcome‑driven strategies that leverage IBM’s consulting, research, and...
Press Release: SkySelect Raises $9m to Fix Aviation’s $11bn Supply Chain Crisis with AI Procurement
SkySelect announced a $9 million funding round to scale its AI‑powered aviation procurement platform, aiming to alleviate the $11 billion supply‑chain crisis highlighted by IATA. Airlines spend $60 billion annually on parts, yet manual processes generate $50 billion in excess inventory and grounding delays....
On March 2, 2026 The Courts Stepped Back. The Ellisons Stepped Forward.
On March 2, 2026 the U.S. Supreme Court declined to hear *Thaler v. Perlmutter*, leaving the requirement that a human author must be identified for copyright protection intact. The case centered on whether an AI system, DABUS, could be listed...
Canada’s Able Innovations Deploys Robotic System That Transfers Patients Between Beds at US Hospital
Able Innovations has installed its ALTA Platform robotic patient‑transfer system at Lahey Hospital & Medical Center, marking the first U.S. deployment of the technology. The system automates lateral moves between beds, imaging tables, stretchers and operating‑room tables, allowing a single...
When AI Challenges Strategy
Artificial intelligence is reshaping corporate strategy, turning static roadmaps into dynamic, real‑time plans. Executives face heightened volatility as AI accelerates decision cycles and market signals shift faster than traditional forecasts. In a candid HBR interview, chief strategy officers from Penske...
Altera Advances FPGA-Based Physical AI for Robotics and Edge Applications
Altera showcased its Agilex 3 and Agilex 5 FPGA families at Embedded World, highlighting a unified sensor‑to‑actuator architecture for physical AI in robotics, industrial vision, and edge devices. Live demos demonstrated high‑definition camera fusion, medical imaging preprocessing, and deterministic low‑latency robotic control....
Which AI Should I Use? A Guide for Solopreneurs (2026)
Jurgen’s latest post maps the fifteen companies that actually build foundation AI models and turns the selection process into a personality‑based test for solopreneurs. He argues that benchmark scores are insufficient; instead, risk tolerance, data sovereignty, and ecosystem lock‑in should...
Canada, Brazil Launch AI Push to Find Nickel Deposits
Canada and Brazil have signed a technical cooperation agreement to apply artificial intelligence to nickel exploration. The Geological Survey of Canada and Brazil’s Geological Survey will merge geology, geochemistry, geophysics and remote‑sensing data into a shared AI‑driven modelling platform. Initial...
Your Health System Was Not Built for You
A federal research team found that AI diagnostic tools are being applied to patients they were never designed for, often scoring cases before a doctor even enters the room. The study labeled the resulting errors as “catastrophic,” especially for patients...
From One Image to 3D: Beginner Demand Drives Attention Toward AI Modeling Platforms
Math Magic’s Hitem3D v2.0 launches as an AI‑driven platform that turns a single photograph into a production‑ready 3D model within minutes. The upgrade adds high‑resolution 1536³ texture output and structure‑aware synthesis to improve mesh stability and reduce post‑processing. By simplifying the...
How to Actually Use Nano Banana 2
Google’s Nano Banana 2 model has generated buzz for its selfie‑to‑cartoon feature, but the tool’s true power lies elsewhere. By pairing the model with Google AI Studio, users gain fine‑grained control over resolution, aspect ratio, and watermark removal. The blog...
The Survival of the Scarcest: Why AI Favours the Premium Publisher
AI is reshaping digital publishing by replacing the traditional search‑driven model with an answer‑focused economy. Premium publishers stand to gain as users shift from utility‑mode queries to trust‑mode consumption, where source credibility matters. The emergence of agentic media buying will...
Macquarie Uni's AI Chief Heads to La Trobe
La Trobe University has appointed Phil Laufenberg, formerly Macquarie University’s head of AI, as its inaugural Pro Vice‑Chancellor (Artificial Intelligence) and Chief Artificial Intelligence Officer. The dual role, the first of its kind in Australia’s higher‑education sector, is central to La Trobe’s...
NHS Tops Public Trust Rankings for AI Use
New Appian research shows the NHS is the most trusted UK public‑sector organization for responsible AI use. Sixty‑three percent of citizens trust the NHS with AI, outpacing banks (55%), retailers (60%) and technology firms (54%). Despite this confidence, only 6%...
Empowering Women Founders with AI Training Sessions
We’re so glad that @claudeai gave the government the middle finger that we’re bringing in our partner and AI engineer, Kyle Cupples, to teach all @theannaio founders how to get started. Education is step 1. We’ll be doing 4 sessions...
Pentagon Vendor Cutoff Exposes the AI Dependency Map Most Enterprises Never Built
The Pentagon’s six‑month ban on Anthropic’s Claude has exposed a blind spot in enterprise AI risk management: most firms cannot map the full chain of AI model dependencies. A Panorays survey shows only 15% of CISOs have complete visibility, while...
Oracle AI Database 26ai: Practical Features
Oracle introduced the AI Database 26ai, a new release that adds automatic transaction rollback, real‑time SQL plan management, and built‑in AI vector search. The platform promises more stable performance under unpredictable workloads, faster data ingestion, and a self‑managed in‑memory cache...
High-Touch, High-Tech: Revieve’s Beauty & Wellness Index 2025 Signals a New Era of Guided Beauty Commerce
Revieve released its Beauty & Wellness Index 2025, showing guided diagnostics now initiate 60‑75 % of beauty journeys and deliver two‑to‑three‑fold higher completion rates. The data, drawn from millions of AI‑driven skin analyses, quizzes and virtual try‑ons, highlights longer engagement, especially in...
One Startup’s Pitch to Provide More Reliable AI Answers: Crowdsource the Chatbots
CollectivIQ, a Boston‑based spin‑out of Buyers Edge Platform, launched a multi‑model AI answer engine that queries up to ten large language models—including ChatGPT, Gemini, Claude, and Grok—simultaneously to deliver fused, more accurate responses for enterprises. The platform encrypts prompts and...
How Can Predictive Operations Transform Airport Management?
Heathrow Airport has appointed Netcompany as its primary digital operations partner, deploying the AIRHART Airport Operations Orchestration Platform. The solution promises real‑time situational awareness, AI‑driven decision support and predictive planning for the hub’s 80 million annual passengers. By consolidating airline, ground...
Combine GTD with AI to Prioritize, Not Just Capture
This isn’t an AI problem. It’s a values and prioritization problem. And it turns out GTD + AI is a pretty powerful answer. Here’s the system I use: 1. Clarify your goals (max 3) Everything else is noise. Your goals are your filter. 2. Capture ruthlessly,...
Softbank Robotics America Introduces New AI-Enabled Commercial Cleaning Robots
SoftBank Robotics America unveiled three AI‑enabled commercial cleaning robots—Omnie, V40 2.0, and Phantas 1.3—developed with Gausium. The machines combine computer vision, vision‑language models, and 3D LiDAR to navigate complex indoor environments with minimal human input. Targeted at airports, retail hubs, senior living...
Natural Language Joins Still Feel Confusing for Beginners
Yesterday I showed someone how to join tables in Snowflake using natural language no SQL required. And she still said it was hard and confusing.
KT and Rohde & Schwarz to Showcase AI-Enhanced Radio Transmission Performance
KT, Qualcomm, and Rohde & Schwarz showcased a 6G AI proof‑of‑concept at MWC Barcelona 2026, using the CMX500 one‑box tester to demonstrate AI‑enhanced radio transmission. The AI‑enabled prototype achieved roughly a 50 % increase in downlink throughput compared with conventional methods,...
ChatGPT 5.3 Instantly Hooks Readers with WebMCP Insight
The new ChatGPT 5.3 Instant ends every conversation with a hook that keeps me reading. I asked about WebMCP and it did an excellent job. It still referenced web sources but not a whole lot. Then it's like, "I can also...
Oversold AI, Cybersecurity, Infra Stocks Poised for Rally
AI, cybersecurity and infrastructure software stocks are *very* oversold. When the market volatility subsides, these growth stocks likely to embark on multi-month rally.
Siemens Delivers Verified AI-Driven Cybersecurity Solution for Industrial 5G with Palo Alto Networks
Siemens announced a verified AI‑driven cybersecurity solution for private industrial 5G networks, developed with Palo Alto Networks. The offering integrates Siemens’ private 5G infrastructure, the SINEC Security Monitor, and Palo Alto’s next‑generation firewall optimized for OT protocols, delivering IEC 62443‑grade protection...
AI Emerges as Budget-Friendly Cybersecurity Force Multiplier
Did a new blog @Binary_Defense called: NightBeacon: AI as a Force Multiplier in Cybersecurity We always struggle with budget and headcount. Do we finally have somewhat of a solution for our security programs? https://t.co/sBeXDGT9nx
Google Favors Frequent Crawling, Discover Posts, Higher Ad Budgets
It’s New 3/4: ChatGPT gets stingy on links by @mordyoberstein new Google crawler doc says frequent crawling is good, @gregfinn on social posts in Google Discover and @TheMarketingAnu Google Ads minimum budgets for Demand Gen https://t.co/beO0sHq3WD
PE‑
Major narrative violation but a private equity-owned SaaS company, financed by *gasp* private credit, is rapidly building out its AI capabilities. https://t.co/DOGvFQyXdN
CognomIQ Launches Semantic Data OS for Healthcare AI
Healthcare AI ≠ just LLMs. CognomIQ unveils a semantic data operating system at ViVE 2026. One platform. End-to-end. From #ViVE2026 👇 https://t.co/HatKWPoOWo
AI Fails From Messy Data, Not Bad Models
RT Most AI initiatives don't fail because models are bad. They fail because data is messy, workflows aren't redesigned, and no one ties outcomes to business metrics. #AI #CIO @Star_CIO https://t.co/VtuS5rQ0ZG
Alibaba's Qwen Lead Resigns, Shaking Global AI Community
Alibaba’s tech lead for its Qwen open-source model is standing down, a surprise move that is rattling the global developer community and casting a shadow over the tech giant’s pivot into AI Complex factors here... https://t.co/9lYt5WXB4b
2026 Work Success Hinges on AI Choices, Not Tools
Work in 2026 will be influenced less by tools and more by choices. How companies manage AI, protect people and redesign roles will define resilience. Innovation, skills and trust in complex systems will need to be aligned. @Gartner_inc Link https://t.co/Lq0hNglEvt via...
Benchmarking Single-Cell Annotation Overlooks Real-World Scale
Why I think your single-cell cell annotation benchmarking is missing the mark 👇 You trained your model on large of number of cells (millions), and you use your model to annotate a new dataset. https://t.co/GHpQkfLtOE
Telcos Must Fuse AI, 6G, Quantum to Win
Just finished my segment on @theCUBE from #MWC26, 5th year in a row. @furrier and I had a great discussion on what it takes for telcos to win this time, where AI, #6G and #QuantumComputing are going to converge in...