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:
Pope Implores Priests to Stop Writing Sermons Using ChatGPT
In a private meeting with Rome clergy, Pope Leo XIV urged priests to stop drafting homilies with ChatGPT or any artificial‑intelligence tool. He argued that reliance on AI erodes the mental discipline needed to convey genuine faith, likening it to a muscle that atrophies when unused. The Pope also cautioned against mistaking social‑media engagement for authentic spiritual connection. Simultaneously, the Vatican announced an AI‑driven translation system that will render liturgical texts into 60 languages in real time, underscoring the institution’s nuanced stance on technology.
Underdog AI Chip Startup Wins Amid Growing Compute Demand
one of the most impressive teams in AI I’ve ever been honored to meet. going to their christmas party last year was a big “oh wow…. they are assembling some low key legends up and down the stack” moment for...
Commonwealth AI Usage Disclosures Found Sorely Wanting
An independent audit by the Australian Research Council’s Centre of Excellence for Automated Decision‑Making and Society found that nearly one‑third of federal agencies have failed to meet mandatory AI usage disclosure requirements. The probe highlights widespread non‑compliance with transparency rules...
Integration Reliability for AI Systems: A Framework for Detecting and Preventing Interface Mismatch at Scale
AI integrations increasingly drift as independent teams modify contracts, causing silent performance degradation despite healthy dashboards. The article highlights schema fingerprinting as a low‑cost early warning and proposes a four‑layer architecture—static contract validation, pre‑production synthetic testing, runtime drift detection, and...
Start Every Post with TLDR and Question H2s
Hey marketers, want more wins with AI summaries and citations? Yeah, me too. Here are two simple actions we've seen work really well with clients over the last 90 days: 1. Include a TLDR summary to start EVERY blog article...
Deepmind Suggests AI Should Occasionally Assign Humans Busywork so We Do Not Forget How to Do Our Jobs
DeepMind researchers propose an "intelligent AI delegation" framework to govern how autonomous AI agents assign tasks to each other and to humans. The model adapts organizational theory, treating AI delegation as a principal‑agent problem and emphasizing verifiable outcomes, decentralized smart‑contract...
AI Is Killing the Cover Letter
Generative AI is eroding the traditional value of cover letters by dramatically lowering the cost of producing tailored applications. A Freelancer.com working paper shows AI‑generated letters improve interview rates but diminish their predictive power as a quality signal. Researchers find...
CMU-Africa Researchers Develop Biometric PAD Bias Reduction Methods and Metrics
Carnegie Mellon University Africa researchers introduced an ethnicity‑aware preprocessing pipeline for face presentation‑attack detection (PAD) that adapts brightness and gamma correction to different skin tones. Using local binary patterns (LBPs) and a balanced stochastic gradient descent classifier, they trained and...
Joey Gilkey — Rebuilding Outbound Sales Around Phone Intent and Predictive Precision
TitanX CEO Joey Gilkey argues that outbound sales must abandon volume‑driven dialing for an intent‑driven model powered by Phone Intent™ and AI. By aggregating behavioral signals, Phone Intent predicts which prospects will answer, raising connect rates from industry‑low 3% to...
Prompting Protection: What Every Company Needs to Know About the Potential New AI Bills
Two bipartisan bills—the TRAIN Act and the CLEAR Act—are moving through Congress to increase transparency around copyrighted material used in generative AI training. The TRAIN Act would let copyright owners obtain data disclosures via administrative subpoenas after suspecting infringement, while...
CMS RFI Offers View of How AI Could Impact Medicare Experience
CMS has issued a Request for Information to explore AI solutions that could transform Medicare’s digital and voice interactions. The agency aims to use predictive analytics, chatbots, virtual assistants, and AI‑driven call‑center tools to deliver personalized plan recommendations and 24/7...
Build Autonomous AI Agents: From Definition to ROI
How to build autonomous AI agents in 2026 👇 1️⃣ Define the job 2️⃣ Choose model (Rule / LLM+Tools / Hybrid) 3️⃣ Embed via APIs 4️⃣ Enable goal-based autonomy 5️⃣ Add safety controls 6️⃣ Track ROI & optimize AI isn’t just chat anymore. It’s embedded, autonomous, and operational....
Firebreaks: Mitigating the Risks of AI Integration Into Nuclear Operations
The Firebreaks project responds to a Carnegie Corporation call to curb emerging AI‑driven nuclear risks. Led by the Arms Control Association, Berkeley Risk and Security Lab, and the European Leadership Network, the initiative maps how artificial intelligence could intersect with...
Stop Leading with AI; Show Real Customer Value
AI as a part of your messaging is no longer a differentiator, yet so many brands continue to lead with "AI . . . " Unless you can show how AI is going to help your customers address their problems,...
Legacy CLIs Empower AI Agents to Automate Everything
CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket...
United Launches AI-Powered Agent Productivity Suite
United Real Estate has launched BullseyeAI, an AI‑powered productivity suite that combines a large language model, conversational assistant and automated agents, offered to affiliates at no extra cost. The platform can manage contacts, draft messages, assign leads and run email...
We Choose AI's Impact, Not Its Destiny
A lot of the current discourse about AI comes from a fatalistic position of total surrender of agency: "tech is moving in this direction and there's nothing anyone can do about it" (suspiciously convenient for those who stand to benefit...
AI Drafts SOC2 Auth Service, Leaves 35 Issues
Asked Opus 4.6 to design an SOC2‑compliant auth service from zero. It came back with 35 issues. Pilot’s job now is to deliver them. Estimated cost: ~$4. Estimated time: ~1 hour + ~10 minutes of cleanup. --- Devs only have jobs until I get better...
Reimagining Compute in the Age of Dispersed Intelligence
At the 2025 RISC‑V Summit, DeepComputing CEO Yuning Liang argued that AI will shift from cloud‑centric models to on‑device intelligence, leveraging aggressive quantization to run multiple models on a smartphone. He envisions a lightweight AI operating system that orchestrates models,...
AI Code Reviewers Vary 34 Points; Teams Blind
Most engineering teams have no idea how bad their AI code reviewer actually is. @Entelligence benchmarked 8 tools on real PRs. F1 scores. No demos, no vibes. The gap between #1 and last place is 34 percentage points. THIRTY FOUR. If that doesn't make...
Ask What Would Change Your Mind Before Demanding Data
Before asking for more data, ask this: What would it take to change your mind? If the answer is “nothing,” no evidence is appropriate. If the answer is unclear, no amount of analysis will help. This is why expensive AI...
OpenAI Acquired OpenClaw and Hired Peter Steinberger
OpenAI announced the acquisition of OpenClaw and the hiring of veteran engineer Peter Steinberger. The move aims to accelerate development of next‑generation personal AI agents and embed multi‑agent capabilities into OpenAI’s core offerings. OpenClaw will be transitioned to an open‑source...
AI Demands Systems Before You Quit Your Job
I've watched hundreds of founders quit their jobs too early and go broke. They all made the same mistake: No systems. AI now makes that inexcusable. Most founders think the hard part is quitting their job. The hard part is building...
Unlock the ROI of Mobile Robots: Roboteon Launches New Complimentary Robotics Investment Impact Analysis
Roboteon has introduced a free Robotics Investment Impact Analysis that leverages its vendor‑independent simulation platform to model warehouse automation scenarios. The service promises detailed insights into robot‑human staffing, cost per pick, throughput, and ROI within a 2‑3 week timeframe. It...
Hardware Acceleration Drives OpenCV Speed Differences
OpenCV Speed Secrets: Hardware Acceleration Explained Why does OpenCV fly on some devices but crawl on others? 🚀🐢 It’s not just your code-it’s hardware acceleration. Behind the scenes, OpenCV swaps generic C++ routines for optimized backends like Intel IPP, ARM NEON,...
The Age of Physical AI: Inside Oshkosh’s Blueprint for an Autonomous Future
Oshkosh Corp., led by EVP Jay Iyengar, is championing a "moments of autonomy" strategy that embeds physical AI into high‑value, repetitive or hazardous tasks rather than pursuing full automation. The company is rolling out autonomous jet‑bridge docking systems that align...
COSO Releases Guidance on Internal Controls for AI
The Committee of Sponsoring Organizations (COSO) issued new guidance on internal controls tailored for generative AI. It adapts COSO’s five‑component framework—control environment, risk assessment, control activities, information & communication, and monitoring—to address AI’s probabilistic, dynamic, and scalable nature. The guidance...
Stop Delaying AI: Start Small, Involve Legal, Gain Time
I continue to hear from companies and marketing teams that are reticent to lean in holistically on the AI opportunity. So here I've parsed the most common push-backs as well as how I respond to each. 1️⃣ “We don’t have...
AMD Readies Ryzen AI 400 Gorgon Point for AM5 Desktops in Q2
AMD is preparing to launch its Ryzen AI 400 “Gorgon Point” processors for AM5 desktop platforms in the second quarter of 2026. The chips, derived from the Strix Point and Krackan Point families, will bring the company’s AI‑focused NPU and...
Eye on Innovation: Advancing AI Maturity
Planview’s Chief Data Scientist outlines why most AI pilots stall, citing low AI maturity as the core barrier. MIT’s four‑stage maturity model shows the biggest financial gains when firms move from pilot‑centric Stage 2 to enterprise‑wide Stage 3. Planview’s Anvi platform tackles...
At HIMSS26, eClinicalWorks Will Introduce New AI API Tool for EHRs
At HIMSS26, eClinicalWorks will launch the AI API Workbench, a platform that lets developers create custom autonomous AI agents for electronic health records. The company is positioning AI as an active participant in daily operations, with tools like healow Genie...
Why Teaching AI Right From Wrong Could Get Everyone Killed | Max Harms, MIRI
In this episode, Max Harms of the Machine Intelligence Research Institute discusses the existential risks posed by artificial superintelligence, emphasizing that a misaligned AI could irrevocably reshape the world and threaten humanity’s survival. He critiques the prevailing approach of instilling...
Thinking About DAM In 2026? Start Here
Rich media now permeates every digital channel, prompting organizations to move digital asset management (DAM) from creative‑team silos to an enterprise‑wide foundation. Modern DAM platforms offer automated tagging, metadata enrichment, and embedded brand guidelines, enabling broader, safer access across revenue...
Google Unveils Two New US Data Centers As $185 Billion Commitment Gets Underway
Google announced the construction of two new data centers—one in Wilbarger County, Texas, and another in Pine Island, Minnesota—as part of a $185 billion capital‑expenditure plan for 2026. The Texas site will employ advanced air‑cooling technology and partner with AES Corp....
Funding the Rebellion: Backing Bold, Humanity‑scale Innovators
If you're solving massive problems for humanity and making people feel uncomfortable along the way... We should probably talk. I want to fund the wild, weird, and unconventional. As my son puts it, “We want to fund the rebellion.” Today, it looks like investing...
LLMs Driving Sharp Rise in Tech Productivity
It turns out that tech output productivity has tilted up sharply the last couple of years. It’s clear that there is now a new ghost in the machine. And it looks a whole lot like an LLM. https://t.co/L5RyHkXXgh
Altais Cuts Prior Authorization Review Time by 45% and Reduces Manual Errors by 54% with Autonomize AI
Altais Health Solutions and Autonomize AI announced a clinician‑led partnership that leverages AI to automate prior‑authorization workflows. The deployment cut case‑review time by 45% and reduced manual errors by 54%, while half of routine requests now process automatically. Clinicians still...
AI Literacy: Blend ROI Roadmap with Realizable Vision
AI literacy isn't about moonshots; it's about pairing a practical ROI-focused roadmap with a bold long-term vision your organization can actually execute on. #AILiteracy #Leadership #CIO https://t.co/aiB5P99ido
AI Boosts Climate Research—But Beware Its Pitfalls
As a rare climate scientist working in Silicon Valley, I've been drinking from the AI firehose a lot more than my peers. I thought it would be helpful to lay out my experiences of both the promise and pitfalls of...
G6 Hospitality Announces Partnership With Protect24.ai to Enhance Safety Intelligence
G6 Hospitality, the parent of Motel 6 and Studio 6, announced a strategic partnership with security‑intelligence firm Protect24.ai. The AI‑driven platform will be rolled out across more than 1,500 U.S. and Canadian locations to flag suspicious foot‑traffic, illegal escort operations, repeat high‑risk...
AI Accelerates Threat Groups' Attack Speed
Threat groups move at record speeds, as AI helps scale attacks | Cybersecurity Dive https://t.co/frfbUAXzlI
Machine Learning Shifts KPI Focus to Right Signals
How machine learning reframes KPI design: systems optimize relentlessly. So the real leadership question isn’t “Are we tracking performance?” It’s “Are we tracking the right signals?” https://t.co/FfVafJZaUk via @mitsmr #AI #MWC26 https://t.co/qKrkhqgMNN
Andy Yeoman: When AI Rewrites Risk Transfer | TRP #162
In this episode, Andy Yeoman of Concierus walks hosts Jared and Ben through the evolution of InsurTech, from early marine analytics to the current AI‑driven platform that delivers both speed and certainty in underwriting. He stresses that technology must be...
AdSense for AI: Koala Labs Unlocks New Monetization Channels
There is no consumer AI wave without new monetization channels for consumer AI businesses. @koahlabs is AdSense for AI. In 13 months, they've processed 170M queries and 35M native ad impressions. @nicoleahjohnson led the seed last year and we've now invested again...
AI Fails without Real‑time Data Architecture
"AI makes real-time data table stakes. When an AI system is automating work flows, interacting directly with customers, and making decisions without a human in the loop, it just doesn't work if its running on stale data. It will give you...
The Market Shift Reshaping Legal AI: Here’s What Comes Next
Clio highlights how consumer‑facing AI, like Claude’s legal plugin, can lower barriers to legal information for the 70% of people who never see a lawyer. At the same time, the firm warns that generic foundation models lack the verified, jurisdiction‑specific...
AI Cuts Development Costs, Distribution Remains Challenging
AI is makes software cheaper to build, but not easier to distribute This is the core conflict for years to come
Detecting Deep Fakes
Legal tech expert Craig Ball was invited to speak in Texas about the growing threat of deep‑fake evidence in litigation. He highlighted how AI‑generated videos can now mimic real people with near‑photographic fidelity, complicating evidentiary verification. The article outlines emerging...
Gemini Pro 3.1 Replaces PowerPoint with Instant Slides
PowerPoint is officially dead. With Gemini Pro 3.1, anyone can now design breathtaking slide decks in seconds 🤯 Steal the prompt below 🧵↓ https://t.co/3Q9G7kykus
4 Ways Cities Can Shape Data Center Impact
Climate Mayors, together with Bloomberg Associates, released a report outlining how U.S. cities can shape the rapid expansion of hyperscale data centers driven by AI growth. The guide highlights four leverage points—site selection, electricity costs, environmental impacts, and local economic...