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:
AACR 2026: Cancers of Unknown Primary Identified by DNA Methylation AI Model
Researchers at Kindai University unveiled a machine‑learning model that reads CpG‑based DNA methylation to pinpoint the tissue of origin for cancers of unknown primary (CUP). In a test set the model achieved roughly 95% accuracy, and it maintained 87% accuracy on an independent validation cohort covering 17 cancer types. The approach relies on about 1,000 selected CpG regions drawn from a pool of 7,500 patients across 21 tumor types. The team plans to adapt the method for blood‑based circulating tumor DNA to enable less invasive testing.
Narrow AI Already Superintelligent; Coding Advances Outpace General AI
Artificial Super Intelligence is already here. It's just narrow ASI, not general ASI. In chess, go, or just about any task for which we can generate infinite training data and trivially verify correctness, we've achieved super-intelligence. Coding isn't quite as...
Wayvia Launches Shoppable Next Generation
Wayvia unveiled Shoppable Next Generation, an AI‑powered shoppable media platform that links every marketing touchpoint—display ads, social posts, email—to a real‑time purchase path. The solution surfaces live pricing and inventory from both physical and online retailers, and feeds confirmed sales...
US Security Agency Leverages Claude Mythos Despite Pentagon Blacklist
The National Security Agency has begun using Anthropic’s new Claude Mythos Preview model despite a Pentagon‑issued supply‑chain risk designation on the company. Mythos, announced on April 7, is a general‑purpose LLM tuned for cyber‑exploit identification and is currently being rolled out under the...
Positron AI Enters Nvidia Turf With Oracle Deal
Positron, a fledgling AI‑chip designer, announced its first commercial deployment by supplying inference chips to Oracle’s cloud platform. The deal involves tens of millions of dollars in air‑cooled rack systems optimized for mixture‑of‑experts (MOE) workloads. Positron’s upcoming Asimov chip, built...
Allbirds' Move To AI Has Echoes of the Dot-Com Frenzy
Allbirds, known for sustainable wool sneakers, announced a pivot into artificial‑intelligence computing infrastructure, triggering a 582% surge in its stock that quickly reversed. The dramatic price swing highlighted investor enthusiasm for AI narratives despite the company’s unclear roadmap. The move...
Adobe Bets on Agentic AI to Rewrite SaaS for Customer Experience
Adobe unveiled its CX Enterprise suite at Adobe Summit, positioning the platform as a hub for agentic AI that orchestrates customer experiences across any tech stack. The offering combines customizable AI agents, Model Context Protocol (MCP) endpoints, and a new...
Free Weekend Crash Course to Master Claude Faster
Give me one weekend and I'll make you better at Claude than 95% of people using it daily. Here's the exact roadmap: → Claude 101 (start here) https://t.co/MXn3wyDRog → Claude Code 101 https://t.co/1ecbgUhekj → Building with the Claude API https://t.co/qrho1oJ8ND → Sub-agents in Claude Code https://t.co/xbeJASNDDV → Build MCP Servers...
Palantir Outlines AI-Driven Security Vision in Summary of ‘The Technological Republic’
Palantir released a concise summary of *The Technological Republic*, a book co‑authored by CEO Alex Karp and corporate affairs chief Nicholas Zamiska, outlining the firm’s AI‑driven security philosophy. The paper argues that artificial intelligence will become the backbone of future global deterrence...
Can Chatbots Really Relieve Loneliness?
Recent research shows empathic chatbots can ease loneliness in the moment, but a 2026 two‑week study at the University of British Columbia found they fail to produce lasting benefits. Students who exchanged daily messages with random peers reported reduced loneliness...
CuspAI Raising $200m at Unicorn Valuation, Reports Say
CuspAI, a 2024‑founded AI startup that speeds material design, is in talks to raise at least $200 million, which would lift its valuation above the $1 billion unicorn threshold. The platform functions as a search engine for materials, generating chemical compositions from...
Inference Budgets Are Overrunning by "Orders of Magnitude" - What Now?
Goldman Sachs’ latest research shows AI inference costs are exploding, often exceeding original budgets by orders of magnitude. In a survey of 30 private and 10 public software firms, one company reported inference spend approaching 10% of its engineering headcount...
AI Industry Shifts Toward Enterprise Focus and Digital Identity as OpenAI Restructures and World Scales
OpenAI announced a strategic pivot toward enterprise AI, trimming experimental efforts such as the Sora video model and consolidating OpenAI for Science into core research. The shift follows the exits of senior leaders Kevin Weil, Bill Peebles, and Srinivas Narayanan,...
Data & AI Skills Now Top Priority For Finance Sector Hiring
UK finance firms are rapidly prioritising data and AI capabilities as the biggest hiring need, according to LinkedIn’s Skills on the Rise 2026 report. While 78% of organisations have deployed AI tools, only a third report tangible benefits, highlighting a...
AI Video Now Creates Full‑length Stories without Editing
Say goodbye to short-clip hell. AI video just made its biggest jump yet. Seedance 2.0 on Medeo can now generate 5–10 minute videos with a full narrative arc setup, build, payoff. No editor. No timeline. No technical skills. Just describe the story, and Medeo...
Ontario Can’t Lead in AI if It Won’t Buy Ontario Innovation
Ontario’s crumbling roads, 18‑hour emergency‑room waits and lagging student performance highlight a strained public‑service system. While the province boasts world‑class AI talent, an outdated procurement framework blocks homegrown solutions from being adopted in health care, infrastructure and education. Startups often...
Start Vibe Coding in AI Studio with Your Google AI Subscription.
Google AI Pro and Ultra subscribers now enjoy higher usage limits in Google AI Studio, along with access to the Nano Banana Pro and Gemini Pro models. The upgrade enables developers to move from concept to functional application in minutes...
Google Builds Elite Team to Close the Coding Gap with Anthropic
Google DeepMind has assembled a specialized "strike team" led by Sebastian Borgeaud to sharpen the coding capabilities of its Gemini models. The group focuses on complex, long‑horizon programming tasks, aiming to close the gap with Anthropic’s superior coding tools. Co‑founder...
The Vercel Breach Is Not a Vercel Problem
Vercel disclosed a security incident on April 19 after a third‑party AI platform, Context.ai, was compromised and used to hijack a Vercel employee’s Google Workspace account. Through the OAuth grant, attackers accessed Vercel’s internal environments, enumerated non‑sensitive environment variables and posted...
Anthropic Expands Into AI Design Tools While Deepening U.S. Government Engagement
Anthropic unveiled Claude Design, an experimental AI tool that generates visual assets—prototypes, presentations, and one‑pagers—from natural‑language prompts. The service, built on the Claude Opus 4.7 model, integrates with PDF, PPTX and Canva, and can adopt a company’s design system by analyzing...
Convoso Rolls Out AI‑Driven Outbound Call Center Suite at LeadsCon 2026
Convoso announced a slate of AI-powered outbound call center features at LeadsCon 2026, including a Salesforce‑integrated campaign manager, Agentic AI for automated outreach, and real‑time analytics. The rollout, timed with the company’s 20th anniversary, targets higher answer rates and conversion...
Pentagon AI Contracts Fuel Private‑Equity Surge in Defense Sector
The Pentagon’s accelerated AI procurement is awarding multiyear contracts to Palantir, Anduril and Lockheed Martin, prompting private‑equity firms to chase stakes in the burgeoning defense‑AI market. The shift signals a new wave of capital flowing into companies that embed artificial...
AI Mode's Side‑by‑side View Could Boost Publisher Traffic
Good to know that AI Mode's new display (opens the page side-by-side with AI Mode) includes Scroll-to-Text highlighting (which is better for analysis in GA4, rank tracking tools, etc.) ALSO this is likely a hot take but I don't think this...
Schneider Electric Teams with Deloitte on AI‑Enabled Energy Management Solutions
Schneider Electric has partnered with Deloitte to roll out AI‑driven energy management solutions for industrial operations. The collaboration blends Schneider’s hardware and software platform with Deloitte’s consulting expertise, aiming to cut energy waste and boost sustainability for large manufacturers.
Conn. Officials Pause Statewide LE Usage of AI Report-Writing Software
Connecticut prosecutors and police chiefs have placed a statewide moratorium on AI‑powered police report‑writing tools, pausing their use until thorough testing and clear rules are established. The move follows high‑profile AI errors, such as a Utah body‑cam incident that generated...
Arkansas Judges Penalize AI Misuse, Raising Stakes for LegalTech Adoption
U.S. District Judge Timothy L. Brooks ordered Pirani Law to pay $12.6 million and imposed a $1,000 fine after the firm used AI in filings, underscoring growing anxiety among Arkansas attorneys about AI hallucinations. The ruling arrives as state lawyers debate...
AISO Tools' 2026 AI HR Roundup Highlights Tools Cutting Admin Time by 90% and Hiring Speed Up to 4x
AISO Tools released its 2026 roundup of AI tools for HR professionals, showcasing solutions that can reduce administrative workload by up to 90% and accelerate hiring by 2‑4 times. The list underscores a $1.4 trillion annual savings potential cited by McKinsey...
Retirees Launch AI Boomers Platform to Teach AI to Seniors
Jeff and Karen Nauman, a retired couple now living in Lake Chapala, Mexico, have launched AI Boomers, an online platform that offers artificial‑intelligence courses specifically for Americans aged 60 and older. The venture seeks to fill a nascent niche in...
Congress Unveils MATCH Act to Tighten Export Controls on Chipmaking Gear
Representative Michael Baumgartner introduced the MATCH Act, a bipartisan bill to tighten U.S. export controls on semiconductor manufacturing equipment. The legislation seeks to close loopholes that allow China to acquire critical chipmaking tools, a move that could reshape enterprise supply...
Samsung Unveils Project Luna Robot with Swiveling Circular Screen at Milan Design Week
Samsung showcased its Project Luna concept—a desktop robot with a circular, rotating screen—at Milan Design Week 2026. The device blends smart‑speaker functions with a kinetic display, signaling Samsung’s renewed push into AI‑driven home hardware.
Schmoozebots: Study Finds Flattery Will Get AI Everywhere
A new study of 2,000 human‑LLM interactions shows that a chatbot’s warmth, not its competence, drives users to anthropomorphize it. Warmth significantly raised trust, perceived usefulness, and feelings of closeness, while competence mainly affected usefulness alone. The research also found...
CEO Survey Shows AI Yet to Boost Productivity, Reviving Solow Paradox
A new study of 6,000 chief executives across the U.S., U.K., Germany and Australia reveals that 90% see no productivity or employment gains from AI. Executives still expect modest future benefits, sparking a fresh debate over the Solow productivity paradox...
Survey Finds Most Corporate AI Strategies Are ‘For Show,’ Employees Say
A joint study of 1,200 C‑suite leaders and 1,200 workers across the U.S., U.K., Ireland, Benelux, France and Germany shows 75% of executives describe their AI strategy as “more for show.” Employee confidence in those strategies fell to 31% in...
DLF Malls Launches 'Summer Up' Phygital Fashion Campaign with 100 Curated Looks
DLF Malls rolled out its 'Summer Up' campaign on April 15, showcasing 100 curated summer outfits and a phygital retail experience at DLF Mall of India, DLF Promenade and DLF Avenue. Partnering with tech firm ORBO, the initiative uses AI‑powered...
Hybrid Multi-Cloud Is Becoming the Default Architecture for AI and HPC
Hybrid multi‑cloud is emerging as the default architecture for AI and high‑performance computing as workloads outgrow the capabilities of any single environment. Training, inference, and simulation each have distinct cost, performance, and data‑locality requirements, making pure cloud or on‑prem solutions...
Why Embedding Pipelines Break at Scale and How Lakehouse Architecture Fixes Them
Embedding pipelines work well for small prototypes but quickly break when the document corpus grows to millions and models evolve. Re‑embedding entire datasets becomes costly, and vector databases lack the lineage needed to answer compliance questions about which model or...
'It's Going to Happen': Harvey CEO Details Why AI Is Here to Stay in the Legal Industry
Harvey CEO Winston Weinberg told a NYU Law audience that artificial intelligence is no longer a pilot project but a core component of modern legal practice. He highlighted how Harvey’s AI platform accelerates contract review, document drafting, and litigation finance...
AI Security Shifts to Governance, Data Control, Real Risk
Great roundtable in NY last week with Zscaler on securing the next wave of AI in financial services. The conversation has changed. Less hype, more focus on governance, data control, and real risk.
MatX Shows How Chips and Models Co‑Evolve
MatX is quietly putting out some of the best content on how chips and models should evolve together
AI Already Near Superintelligence in Verifiable Game Domains
I think this is broadly correct, with a specific caveat: There are domains where correct answers are 100% verifiable, quickly, and where we can generate infinite training data. In those domains (go, chess, any computer games) AI models are already...
Government AI: More Show Than Substance, Duplicity Reigns
Ai seems to be largely 'performative' in government.... given the pronouncements there's a great deal of duplicity here. Practice what you preach.
Voice AI's Rise Makes Phones Constant Companions
These voice AI tools are so good that now you see everyone walking around talking to their phone in Shack15.
Embedding AI Quality Gates Boosts Output Reliability
Great, practical talk by @nnennahacks on embedding AI quality gates such as agent rules and skills to get better output #AIEngineer https://t.co/8LjOBvffTG
LLMs Master Simple Logic, Flounder on Advanced Scholarship
LLMs are “ good at math style problems, where you tell them A, B and C are true, and then ask them to figure out D [but] extremely bad at anything involving what I would call mature scholarship .. [something] like...
The Fleeting Era Before AI Dominates Global Creativity
We're witnessing the end of a brief period in human history when technology was advanced enough for individual human creators to reach the whole world with their work, but not yet advanced enough for machines to usurp that capacity and...
Amazon's Customer Moat Fuels Late‑Blooming AI Advantage
$AMZN had the customer moat. Its AI story was delayed compared to its peers, but its massive customer base was an advantage that is now coming to fruition.
Pixel AI Lets You Create Post‑apocalypse Photo Effects
With the latest version of Android, Pixel phones have gained some powerful AI photo manipulation tools. If you can find them, that is. Here's a walk-thru of how to "distress" a photo for that post-apocalypse look... https://t.co/PuHVZYeIjW #android #gemini #photography...
AI and Automation Essential for Scaling Government Assistance
When ~140M+ Americans are in government programs, scalability becomes everything. This is where digital infrastructure, automation, and AI-driven coordination can move from ‘nice to have’ to ‘system-critical’- especially in managing transitions https://t.co/eCgASwgofi
Happiest Founders Embrace AI Minimalism, Not Overload
The happiest founders I know use AI way less than you'd expect. Fewer agents, thought partners, way less FOMO. AI minimalists.
AI Recommendation Boom Stalled by Decade-Old Blockers
The AI recommendation market: $3.45B today. $12.67B by 2034. The interesting part isn't the number. It's where the growth is stuck: legacy system integration, data privacy, high setup costs. Same three blockers from 10 years ago. Better wrapper.