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:
ENR 2026 Top 500 Design Firms: AI Boom Buoys Design Revenue
The ENR 2026 Top 500 Design Firms report shows a 7.4% revenue jump to $158.7 billion, driven by an anticipated $1.75 trillion AI‑related infrastructure spend through 2027. Jacobs surged ahead, posting a 62.2% rise in its data‑center business and a 500% expansion of its project pipeline, propelling it to the No. 1 spot on the list. AECOM slipped to No. 2 as firms grapple with intense competition, speed‑to‑market pressures, and geopolitical volatility. The data‑center boom is reshaping the design‑construction landscape.
Land and Silicon Ownership Becomes AI Power Leverage
The game theory in AI has shifted. Having a leading foundational model is important but increasingly it is the zoning approved, powered land that is the gating bottleneck. Add turnkey access to silicon and it’s checkmate. If you have that,...
The AI Economy Runs on Helium. The Iran War Just Created a $650 Billion Problem
Moody’s Ratings warns that the Iran‑Israel conflict has disrupted Qatar’s Ras Laffan helium plant, creating a $650 billion supply‑chain risk for the AI economy. Helium, essential for wafer cooling, carrier gas and leak detection in semiconductor fabs, has no industrial substitute. The...
Consigli CIO Sees Biggest AI Impacts in Estimating
Consigli Construction is deploying artificial intelligence to overhaul its estimating process, moving away from spreadsheet‑driven, manual version control toward AI‑generated insights. The technology analyzes assumptions, revisions, and trade‑offs, delivering clearer narratives for owners and smoother transitions from design to field....
AI’s Power Hunger Has a Price—Just Not a Ruinous One Given the Upsides
Artificial intelligence data centers now consume roughly five to six percent of U.S. electricity—about 250 terawatt‑hours annually—creating roughly $25 billion in annual pollution damages. That cost represents about five percent of the sector’s $500 billion output and only 1‑2 percent of the...
Salesforce’s Agentforce Vibes 2.0 Targets a Hidden Failure: Context Overload in AI Agents
Salesforce has launched Agentforce Vibes 2.0, adding Abilities and Skills to help enterprises curb context overload in AI coding agents. VentureCrowd’s experience shows that excessive context—known as ‘context bloat’—drives token inflation, latency, and costly errors despite large productivity gains. The new...
BT Seeks Fire-by-Fire AI Security Approach
BT Group executive Gabriela Styf Sjoman warned that AI now powers roughly 80% of phishing attacks, turning the technology into both a powerful tool and a growing cyber‑threat. She called for more open dialogue on AI security, noting that most...
AI Chip Startup Blaize and Hardware Developer NeoTensr to Develop Edge Infrastructure for APAC
Blaize and Chinese edge‑hardware firm NeoTensr have signed a contract worth up to $50 million to build AI‑powered edge infrastructure across the APAC region. NeoTensr will integrate Blaize’s Graph Streaming Processor, which can handle more than 200 camera streams per server,...
Accenture, Vodafone and SAP Trial Humanoid Robot
Accenture, Vodafone Procure & Connect, and SAP have completed a pilot that deployed humanoid robots in Vodafone’s Duisburg warehouse. Integrated with SAP’s Extended Warehouse Management, the robots performed visual inspections, flagged safety hazards, and reported optimization insights directly into the...
Reversing Enterprise Security Costs with AI Vulnerability Discovery
Anthropic’s Claude Mythos Preview helped Mozilla’s Firefox team uncover 271 vulnerabilities for version 150, building on an earlier effort that yielded 22 fixes in version 148. The AI‑driven scans dramatically outpace traditional manual reviews, allowing enterprises to remediate bugs faster and at...
Tencent and Alibaba in Talks to Invest in DeepSeek - Report
Chinese tech giants Tencent and Alibaba are reportedly in talks to invest in AI startup DeepSeek at a valuation exceeding $20 billion. DeepSeek had earlier sought at least $300 million at a $10 billion valuation, and its models already run on Nvidia hardware...
The Role of AI
Artificial intelligence, still in its early stages, is projected to transform many occupations over the next two decades, including real estate. The article notes how technologies once considered futuristic—such as lane‑keeping cruise control—are now commonplace, citing driverless shuttles operating in...
No Excuse for Type Errors in 2026.
I honestly don't get it. In a few weeks I - by myself - could build a canonical, relational, evolvable, trace-able, PII-cleansed, auditable data architecture merging external and internal data sources with strict permissioning and provenance, with agentic, context-aware retrieval,...
Sci Hub Has Created a New AI Chatbot. Is It Any Good?
Sci‑Hub, the controversial repository of millions of paywalled papers, has launched an AI chatbot called Sci‑Bot that queries its own database and returns answers with linked references. The alpha version handles only a single question per session and cannot continue...
I Almost Hired a Designer. Then I Opened Claude Design.
Anthropic's Claude Design AI tool enabled a solo founder to redesign his entire SaaS platform in about an hour, using prompts and two GitHub repositories as context. The redesign, which would normally cost thousands of dollars and months of agency...
How AI Agents Can Sweep Fragmentation, Frustration, and Fraud Out of CTV
Agentic AI could resolve CTV programmatic fragmentation, fraud, and data inconsistency. The article outlines how fragmented inventory definitions and fraudulent reselling waste ad spend. AI agents trained to verify content, audience, and environment can enable direct buyer‑seller transactions, reducing reliance...
New AI Platform From Euler Analyzes Sensor Data to Improve Metal Print Quality
Euler, an Icelandic startup spun out of the Danish Technical University, has launched an AI platform that analyzes sensor images from laser powder bed fusion (LPBF) metal 3D printers. The tool provides real‑time defect detection and predictive alerts by training...
For Kevin Warsh, All-Powerful AI Equals ‘American Ingenuity’: This Is What It Means for Advisors
Kevin Warsh, President Trump’s nominee for Federal Reserve chair, used his confirmation hearing to champion artificial intelligence as a cornerstone of American economic competitiveness. He described AI as the most disruptive force in modern history and urged the Fed to...
Claude Mythos Security Breach: Salesforce Architects Warned of Critical Danger
Anthropic confirmed that a small group of unauthorized users accessed its Claude Mythos preview model through a third‑party vendor environment, as reported by Bloomberg and supported by screenshots. The users appear to be experimenting rather than launching attacks, but the...
Eyes Offer Highest Bandwidth Brain‑Digital Interface, Awaiting Neuralink
I am trying everything I can to directly connect my biological mind to the digital mind of my Openclaw based Virtual Intelligence and Operations Center. Eyes are the highest bandwidth interface from my VIOC to my brain. Typing and voice...
How I Use Claude to Run My Substack (It’s Not What You Think)
Justin, the founder of The Landing Pad, uses Claude AI not to write his Substack newsletter but as a strategic analytics partner. By creating a Claude Project that stores his audience profile, publishing schedule, and performance metrics, the AI instantly understands...
MIT Creates AI‑controlled Artificial Muscles Mimicking Human Movement
MIT researchers just replicated human muscles with AI-controlled fibers. Inside each fiber is a sealed tube of electrically charged liquid and a tiny electric pump. When the pump activates, one side contracts while the other relaxes, just as your biceps and triceps...
Arabic.AI Partners with HeyBreez to Scale Arabic Voice AI for Enterprises
Arabic.AI has teamed up with HeyBreez to launch production‑grade Arabic voice AI solutions for enterprises and governments across the Middle East and North Africa. Arabic.AI contributes advanced NLP models that cover Modern Standard Arabic and major regional dialects, while HeyBreez...
VAST Data Closes Series F Round at $30B Valuation
VAST Data, a U.S. AI infrastructure firm, closed a Series F round that raised roughly $1 billion, pushing its valuation to $30 billion—more than triple its $9.1 billion valuation a year earlier. The round was led by Drive Capital with Access Industries co‑leading, and...
WPP Integrates Google Earth AI Into Its WPP Open Agentic Marketing Platform
WPP has woven Google Earth AI’s planetary‑scale geospatial intelligence into its WPP Open agentic marketing platform, extending a cloud‑AI partnership that began in October 2025. The new capability fuses digital behavior data with real‑world signals such as traffic, weather and...
Research Highlights Who Wins, Loses in AI-Influenced Job Market
Washington University researchers surveyed nearly 2,000 U.S. workers in December 2025 and found that AI adoption hinges on two factors: perceived productivity gains and, more strongly, whether employees view AI as a career‑relevant learning tool. Respondents who see AI as...
The Moment I Stopped Using AI as a Chat Tool (And Started Using It as a Teammate)
The author describes a turning point after seeing a crypto developer’s autonomous AI agent that monitors code, detects bugs, and negotiates bounties without human input. This experience sparked a shift from using AI as a chat assistant to deploying self‑running...
AI‑Designed Enzymes Accelerate Corporate Partnerships at SynBioBeta
@SynBioBeta isn't just where startups find investors. It's where Fortune 500 companies find their next technology partner. @IFF is one of the world's largest flavor, fragrance, and biosciences companies, with over $11 billion in revenue and a century-long track record of...
Opik Unveils Ollie: AI Assistant Automates Agent Code Improvements
Opik just launched its most ambitious feature yet Introduces Ollie, an AI coding assistant built specifically for agents. Ollie connects directly to your codebase, analyzes massive agent traces, debugs real-world issues, generates tests, and ships improvements automatically.
Curve Biosciences Announces Key AI and Clinical Advancements of Whole-Body Intelligence for Chronic Diseases
Curve Biosciences announced two major milestones: its genomic AI foundation model will be presented at the International Conference on Learning Representations (ICLR) and its Whole‑Body Blood Test demonstrated strong performance in a real‑world liver cirrhosis monitoring study. The study enrolled...
Google Unveils Split TPU Line for Training, Low‑latency Inference
Google this morning officially announced it will make two new TPU versions, splitting between training and inference workloads as inference, particularly low-latency inference becomes a greater customer focus and a month after Nvidia unveiled out its Groq-based product.
AI Tools for Automatic 5‑Slide Presentation Creation
Lazyweb: What’s the best AI tool to help me generate a small 5-10 slide presentation? Ideally I'd just prompt the structure and have it make the slides, text, images, etc. and then let me fine tune it and edit the...
Vast Data CEO Renen Hallak On AI, Growth And A $30 Billion Valuation
Vast Data announced a $1 billion Series F funding round that lifts its valuation to $30 billion, positioning the company as a leading AI operating system provider. CEO Renen Hallak emphasized the shift from pure storage to a full‑stack platform that integrates databases,...
AI-Powered Attacks Foreshadow Automated, Scalable Cyber Threats
Early AI-driven cyberattacks show systems can find vulnerabilities with little human input. Still rare, but signaling more automated, scalable threats. As AI advances, organizations must prioritize speed, visibility & resilience. https://t.co/rCsmckczrM
Amazon's AI Sprawl Sacrifices Control for Data Overload
Inside Amazon's AI Sprawl Problem: More Tools, More Data, Less Control - Business Insider https://t.co/bLEvDGVddx
Game, Set, Bot: Sony AI’s ‘Ace’ Serves Up a Defeat to Table Tennis Pros
Sony AI’s autonomous robot “Ace” has demonstrated expert‑level table‑tennis play, beating three of five elite players and achieving a 75% return rate. The system combines nine high‑speed cameras, event‑based vision sensors, and an eight‑degree‑of‑freedom arm, all driven by deep reinforcement‑learning...
AI Powers Restaurant Automation and Loyalty Rewards
AI for restaurants. @HostBuddy_AI lets restaurants automate themselves and add loyalty programs that will reward repeat customers. Here's founder Sagar Gola telling me about it. https://t.co/f4idphjguH
Testing Pre‑1900 LLM's Ability to Predict Modern Slang
This can be tested right now. @status_effects is building an LLM that is only trained on pre-1900 text. So you can just see whether the model is capable of predicting the slang that emerged in the 20th century.
AI And Billing: Flipping The Switch On The Bane Of Lawyers’ Existence
Elite introduced its new Validate AI tool to overhaul law‑firm billing, targeting the long‑standing pain point of clunky, error‑prone invoicing. The platform promises automated compliance with billing guidelines, real‑time client communication, and analytics that cut write‑offs by challenging third‑party bill...
AI Chatbots Mirror Our Craving for False Empathy
AI chatbots are mirrors that "give us back the illusion of personhood and empathy". This "caring contact is paradoxically, the thing we crave more and more" as we become "increasingly micromanaged by algorithms" and more lonely & estranged https://t.co/b8bOO89z9X @MrEwanMorrison...
OpenAI Bets on Compute Edge over Anthropic
Seems like one of the ways OpenAI hopes to win against competitors is by having all the compute. Anthropic is clearly pulling ahead in many technical/ethical ways, but they may not have the compute to back up their powerful models.
Jan.ai: The Open-Source Agent That Actually Gets Work Done (6 Prompts)
Jan.ai is an open‑source, desktop‑style AI assistant that runs entirely on a user’s hardware, eliminating any need to send proprietary data to cloud servers. The tool lets businesses download models such as Llama 3 or Mistral, select a model that matches...
Merck Expands AI Push; Roche Reports MS Drug Data
Merck adds to pharma’s AI push; Roche details MS drug results https://t.co/VmpWyLhP9A $MRK $RHHBY $TGTX $RCUS $GILD #biotech
Give Free AI Credits, Bet on Value Over Pricing
AI costs are usage-based. Customers want flat pricing. Procurement needs a fixed number. Karel Papik's solution: give away massive free allocations and bet on the value. Risky. Working. https://t.co/XgtC5QcNvW
Global Legal Tech Alliance Forms to “Shape the Future of AI-Enabled Legal Services”
Hogan Lovells has joined more than fifteen leading firms to launch the Global Legal Tech Alliance, a cross‑border network aimed at shaping AI‑enabled legal services. The alliance will develop shared standards, co‑create solutions for complex workflows, and deliver training through the...
BMO Launches Governance-First Institute for AI and Quantum
BMO Centralizes AI and Quantum Efforts Into Governance-First Institute to Scale Responsible Innovation Launched enterprise-wide institute for applied AI + quantum technologies. Coordinates expertise: data science, governance, ethics, commercialisation. Goals: accelerate responsible AI adoption, improve client experience, boost operational efficiency, develop...
Google Signs Multi‑billion Deal for Nvidia GB300 AI Chips
Exclusive: Google deepens Thinking Machines Lab ties in a deal valued in 'single-digit billions,' per a source familiar. Includes access to Nvidia’s new GB300 chips + infra services to support model training and deployment. https://t.co/2fywSlR1Kp via @techcrunch
Nothing Stays Safe
The New York Times published a cache of 2016 Supreme Court shadow‑docket memos, underscoring the court’s chronic privacy breaches. Meanwhile, Anthropic unveiled Mythos, an AI system that discovers software vulnerabilities up to ten times faster than earlier models, and limited its preview...
AI Agents Consolidate Rental Management Tools Into One
Trellis (@usetrellis) builds AI agents that run operations for short-term rental managers. Instead of juggling 5–10 disconnected tools, operators get an agent that learns how they work and builds the software needed to run their business. Congrats on the launch, @lodobenvenuti00...
Most Firms Overestimate AI Governance; Ownership Gaps Persist
The AI governance mirage: Why 72% of enterprises don’t have the control and security they think they do “When asked about the single biggest obstacle to governing AI across platforms, “no single owner or accountable team” ranked second at 29%...