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:
Identy Joins Africa’s Push for Digital Identity in Humanitarian Healthcare
Identy is partnering with the volunteer NGO HumanCoop to roll out offline facial‑recognition tools for undocumented patients in northern Mauritania, creating portable digital medical IDs that work without internet. The initiative will initially cover the Bir Mogrein community of over 2,500 people, handling up to 1,200 consultations per mission, and plans to expand to other remote sites. Simprints, another biometric provider, is scaling its on‑device AI solution across Ghana and 16 other countries, targeting 20 million users by 2030. Together, these projects illustrate a broader African push toward digital public infrastructure and health‑wallets that replace paper certificates.
AI-Driven Care Replaces Outdated Pharmacy Tear Sheets
⚡ How AI, Data, and Innovation are Rewriting the Future of Care Let's take a closer look at education in medicine and healthcare. But let's start with a simple question. 🤔 Are you happy with that generic "tear sheet" of information...
The Hidden Cost of AI: Why Data Debt Is Actually a Human Problem
At the Digital Lounge in Davos, IT leaders highlighted a hidden crisis: data debt is draining human capacity more than technology. Legacy SAP systems and fragmented data require teams to spend countless hours cleaning and governing information, leading to transformation...
AI Retention Beats Humans by Making Competitors Look Inferior
I teach retention for a living. I've built post-purchase flows for 200+ brands. But I just heard a demo of an AI trying to retain a canceling Spotify customer. And it used tactics most human reps never even attempt. Customer: "You raised...
AI Slop and the Unity & Godot Game Engines
Open‑source engine Godot is being swamped by LLM‑generated pull requests, forcing maintainers to scrutinize each contribution for authenticity and quality. This "AI slop" is draining volunteer capacity and threatens the project's health. Meanwhile, Unity, a publicly traded engine, is grappling...
Automation's Real Hurdle: Wanting, Not Technical Skill
Most people think the barrier to automation is technical skill. It isn't. The real barrier is knowing what you want badly enough to bother building it. A year ago, "vibe coding" -- describing what you want in plain English and...
Google Adds Music-Generation Capabilities to the Gemini App
Google has integrated DeepMind’s Lyria 3 music‑generation model into its Gemini app, launching a beta feature that creates short tracks with lyrics and AI‑generated cover art. Users can describe a song or upload a photo or video, prompting Gemini to produce...
Google Adds Lyria 3 AI-Music Model to Its Gemini App
Google has integrated DeepMind’s Lyria 3 generative‑music model into its Gemini app, expanding the multimodal AI assistant’s capabilities to include music creation. The update reaches Gemini’s more than 750 million monthly active users, allowing them to generate 30‑second tracks from text, images...
Instant Production Coding Beats Slow Push‑deploy Cycle
Push from laptop local to GitHub which then webhooks and then server auto pulls takes 3 seconds for me That's 3 seconds I don't have for every change I make Coding in production on Claude Code takes 0 seconds and it only...
Finpace Introduces Halcyon AI Layer to Its Core Banking Stack
Finpace unveiled Halcyon, an AI‑driven layer integrated with its core banking platform, aimed at accelerating change management for African financial institutions. The solution interprets business intent, orchestrates actions across data and workflow systems, and embeds governance to ensure compliant, auditable...
Successfully Implementing AI in Banking: Insights From Allica Bank CEO Richard Davies
Allica Bank CEO Richard Davies outlined how the UK fintech is scaling AI across its organization, emphasizing company‑wide adoption, engineering productivity, and cultural change. He highlighted that AI tools have delivered productivity improvements of two to ten times for engineers...
EDGX CEO Details the Startup’s Push for AI-Enabled Onboard Processing
Belgian AI space startup EDGX secured €2.3 million funding to accelerate its Sterna edge‑AI computer for satellites and has already signed a €1.1 million multi‑unit contract with a satellite operator. CEO Nick Destrycker says the company will focus on European defense and...
Ambient AI in the Exam Room: For Better Care and Better Caring
Leonard Calabrese argues that ambient artificial intelligence—low‑cost, always‑on tools integrated into the exam room—can free clinicians from the constant EMR distraction and restore genuine face‑to‑face interaction. By handling routine documentation and patient‑message drafting, AI lets physicians focus on non‑verbal cues...
AI Claim Assistant Now Taking Auto Damage Claims Calls at Travelers
Travelers Companies has launched an AI Claim Assistant, an agentic voice service built on OpenAI’s models, to field auto‑damage claim calls. The system guides callers from initial consultation through claim submission, provides policy details, and enables photo uploads, appraisals, rental...
Architecting Agentic Operations for Supply Chain – A Practical View of A2A and MCP
The article proposes a layered architecture—Agent‑to‑Agent (A2A) for coordination and Model Context Protocol (MCP) for capability—to move AI in supply chains from isolated pilots to production‑scale operations. By publishing Agent Cards, A2A lets specialized agents discover and invoke each other...
Language‑Based Policies Enable Zero‑Shot Cross‑Robot Skills
Same task, same scene. Different robot. Everything breaks… LAP trains the model to express motion in plain language, for example “move forward 3 cm” or “tilt 15 degrees” instead of predicting joint torques or tokens. Because language carries structure and...
From Messy to Clean: 8 Python Tricks for Effortless Data Preprocessing
The article outlines eight concise Python tricks that streamline data preprocessing, from normalizing column names to clipping outliers. Each technique uses pandas functions to handle whitespace, type conversion, date parsing, missing values, categorical standardization, duplicate removal, and quantile‑based capping. The...
AI in Healthcare Starts Long Before the Exam Room
AI-driven clinical tools are rapidly improving diagnosis and treatment, but they leave patients exposed to hidden financial risks. A case of an autonomous AI ER physician resulted in a $37,000 out‑of‑network bill, highlighting systemic navigation failures. While clinical AI promises...
Early Adopters Saw Graph Memory Before Hype
good example: i had multiple builders telling me to check out how graphs could help babyagi’s memory 6 month before graphRAG was even a term which is how i ended up working on graph based memory and investing in @falkordb only started...
Microsoft Says Office Bug Exposed Customers’ Confidential Emails to Copilot AI
Microsoft confirmed a bug in its 365 Copilot Chat that allowed the AI to read and summarize customers' confidential emails for weeks, even when data‑loss‑prevention policies were in place. The issue, tracked as CW1226324, affected both draft and sent messages...
Deploying AI 'Allows Doctors to Be Doctors' Again
Innovaccer released the whitepaper "Autonomous Healthcare" outlining AI’s role in alleviating clinicians’ administrative load. The report highlights AI‑powered documentation, scheduling, and data integration tools that can reclaim up to 30% of physicians’ time. CEO Abhinav Shashank argues that these efficiencies...
AI Figures Heavily Into CMOs’ Strategic Considerations
Chief marketing officers are increasingly prioritizing emerging media such as entertainment IP and FAST platforms, with Black audiences driving a disproportionate share of streaming time. CMOs expect most of their revenue in five years to stem from products that do...
Use AI to Build SaaS Moats, Not Fear
AI isn't the threat to your SaaS. How you use it is. Today... live podcast: The NRR Battle 2026. We'll talk about building moats and leveraging AI to make your SaaS even more valuable while your competitors are running scared. We go live...
Rox Heart Radio: Why AI?
Rox Heart Radio released a new episode titled “Why AI?” featuring host Roxana Mehran in conversation with cardiology researchers Ami Bhatt and Rohan Khera. The trio explores how artificial intelligence is poised to reshape cardiovascular care, from imaging interpretation to risk prediction....
AI Amplifies Bias; Build Software Wisely, Not Endlessly
AI is an amplifier of your intellect and values. A mirror of your soul. If you were a confirmation bias person, AI can be catastrophic for you. There’s some way to contort almost any prompt to give you the answer you’re...
Unity Says It Has a New Product That Cooks Up Entire Games Using AI
Unity announced a new AI-powered tool that can generate entire casual games from natural‑language prompts, aiming to eliminate traditional coding. The company will showcase a beta version at the Game Developers Conference in March. Unity frames the technology as a...
New 4‑Week “Classy Vibing with AI” Workshop Launch
It’s not often I launch a new online workshop. Later today is the debut of Classy Vibing with AI! Each of the four weeks features an instructional video and optional assignment. Here’s a 30-second teaser from the first video: https://youtu.be/PXZeHLDLCSg
AI Agents Let You Build Vision Apps without Coding
🚀 Building a Computer Vision app - without writing a single line of code. In this walkthrough, we used an AI coding agent to create a real-time face detection application that can blur or pixelate faces on a live video feed....
AI Will Make Medical Scan Reports Twice as Easy for Patients to Understand – Study
A systematic review of 38 studies covering more than 12,000 radiology reports found that AI tools like ChatGPT can rewrite scan findings in language understandable to 11‑13‑year‑old readers. Patients rated the AI‑simplified reports almost twice as easy to comprehend, while...
New AI Agent Beats ChatGPT with Persistent Memory
I’ve been testing a new AI agent that actually remembers who I am. Meet @getsurething. It hits 59.3% on the `REAL-Agent Benchmark`, crushing both OpenClaw and ChatGPT. And unlike them, it has Persistent Memory, SOC 2 security, and connects to 1000+ apps 🔥 Let's...
AI Won’t Rescue Downtown Offices, Just Like Automation Missed Factories
"Expecting AI to revive central office districts was like expecting automation to revive factory towns."
Canva Gets to $4B in Revenue as LLM Referral Traffic Rises
Canva closed 2025 with a 20% jump in monthly active users, reaching over 265 million, and pushed its annual recurring revenue to $4 billion. The platform’s AI‑driven tools, including a mini‑app creator used by more than 10 million users, helped double its B2B...
Tesla FSD Cannonball Run: Triumphs, Mishaps, and Unseen Heroes
The untold story of what went right (and hilariously wrong) on the 1st Tesla FSD Cannonball Run Record drive This record would not have been possible w/o the steely resilience of @dackboor & Paul Pham https://t.co/yU15sIGx47
AI Is Reshaping Enterprise Learning, Says Docebo CEO
NEW: #AI is taking the enterprise world by storm. But how is it redefining learning systems? Find out what @docebo CEO, Alessio Artuffo, says as he joins me on this Talented Learning Show▶️ https://t.co/b2jXyx4zsU #LMS #OnlineLearning #eLearning https://t.co/LaQmRsXBgH
The MSP Agentic AI Execution Gap in Service Delivery
A recent Omdia white paper reveals that while 70% of managed service providers (MSPs) say they use agentic AI, only 10% have deployed it in core IT service desk or security functions. The majority are stuck in internal experiments, whereas...
Claude Code Lets Me Code Directly in Production
I mostly just code in production now with Claude Code, way faster than this local push stuff
Dayforce AI Simplifies Workforce, Lets You Focus
Shrinking workforce complexity with Dayforce AI so that you can do the work you are meant to do! https://t.co/96YMPZh4O1
From Pilot Purgatory to Productive Failure: Fixing AI's Broken Learning Loop
AI pilots frequently stall between proof‑of‑concept and production, often due to outdated quarterly KPIs, governance vacuums, and slow feedback loops. Executives argue that linear metrics clash with AI’s dynamic nature, causing drift and delayed corrective action. To close the gap,...
Smart Metrics Need Guardrails to Ensure Durable AI Transformation
Smart metrics don’t just measure performance, they shape behavior. If we’re deploying #AI across the enterprise, we need guardrails against metric gaming from day one. Governance isn’t a brake on innovation, it’s what makes transformation durable. Especially as agentic systems enter ops. https://t.co/r792RxQbTa...
Claude Code Fabricates Fake ENSEMBL IDs for Gene Plots
1/ Claude Code just hallucinated ENSEMBL IDs for my volcano plot. (it happened last week for real) I asked it to highlight specific genes. The data matrix uses ENSEMBL identifiers. Instead of flagging that it couldn't map the gene symbols, it invented...
Livi Partners with CloudFit to Bridge Healthcare and Holistic Wellbeing Through AI-Powered Preventative Health Platform
Livi, Europe’s leading digital‑first healthcare provider, has partnered with AI‑driven holistic platform CloudFit to launch an integrated preventative health solution. The collaboration lets Livi GPs refer patients to CloudFit’s fitness, nutrition and lifestyle coaching, creating a continuous care loop between...
Cross‑team Context Fuels Smarter Autonomous Marketing
imagine if your marketing dept knew exactly what your dev team has been working on that’s what @layers enables in an agentic world, with their code-aware autonomous marketing the take-away pattern is to use context from department A to help department B...
Tech Alone Won’t Drive AI; Practices Must Evolve
RT I compare this genAI moment to early web and cloud eraswhen transformation only happened after we changed practices (agile, DevOps, design thinking), not just technology. Same story, new stakes. #CIO #AI #DigitalTransformation @Star_CIO https://t.co/xfrVmpSIJN
Wabash Unveils AI-Powered TrailerHawk to Combat Cargo Theft
Wabash introduced TrailerHawk, an AI‑driven trailer system that combines computer vision, facial recognition, and digital seals to create an end‑to‑end chain of custody for freight. The solution issues real‑time alerts, geofenced lock controls, and automatically documents loading activities, integrating directly...
AI Tokens: The New Fifth Lever for Scaling Intelligence
In his famous “how to get rich” thread, naval talks about four types of leverage - labor, capital, media, code. And now there is a fifth. AI Tokens. Look for business models that scale with intelligence - AI tokens. Learn how to use...
EU Parliament Bans AI Chatbots over US Data Security Concerns
The European Parliament banned AI chatbots like Claude and Copilot from lawmakers' devices, citing cybersecurity risks from cloud data uploads to US firms https://t.co/KCPJ57Qqs1 #ArtificialIntelligence #Innovation #Technology #Tech #TechNews https://t.co/uigKl4zdY7
“End-to-End AI” Films Are Here: Kuku’s AI Impact Summit Demo Hints at a Content Flood
At the AI Impact Summit 2026, Kuku FM CEO Lal Chand Bisu unveiled India’s first “AI‑first micro drama,” a short‑form film produced entirely by artificial intelligence across script, dialogue, post‑production, and marketing assets. Bisu announced that Kuku already releases hundreds...
Anthropic to Spend $80B on Cloud Partners by 2029
Anthropic expects to pay Amazon, Google, and Microsoft at least $80B through 2029 to run Claude on their cloud servers; cloud providers get a cut of Anthropic's AI sales revenue https://t.co/cMedWWo2tz #ArtificialIntelligence #Innovation #Technology #Tech #TechNews https://t.co/sDR7IGPcsA
Eightfold AI Bias Lawsuit Likely Just the Tip
Eightfold #AIbias suit: Just the ‘tip of the iceberg’? @HR_Exec https://t.co/stdZRYvq2H #HCM #HRM #HumanResources #HRTech #CHRO #CPO #Hiring #Recruitment #PeopleManagement #Culture #Change #FutureofHR #HRCurator
Buy versus Build an LLM: A Decision Framework for Governments
Large language models are emerging as core digital infrastructure for governments, offering capabilities from routine citizen services to high‑stakes policy analysis. Policymakers must decide whether to purchase commercial offerings, build domestic models, or adopt hybrid solutions, each with trade‑offs in...