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:
TPM26: Flexport CEO Sees AI’s Impact on Logistics Accelerating
Flexport CEO Ryan Petersen announced that artificial‑intelligence tools can trim roughly 10% off the back‑office component of ocean freight costs, enabling logistics firms to scale without proportionate hiring. He revealed that Flexport entered a "code red" mode in November 2025, accelerating AI integration across its operations. The company aims to automate about half of its back‑office processes, leveraging newer AI models to reduce friction in shipping workflows. Petersen’s remarks were made at the Journal of Commerce TPM26 conference, underscoring a strategic shift toward AI‑driven efficiency.
Cisco: AI Is a Double-Edged Sword in Industrial Networks
Cisco’s 2026 State of Industrial AI Report reveals AI is a double‑edged sword for industrial networking teams, simultaneously creating security challenges and offering defensive benefits. While 40% of surveyed professionals cite cybersecurity as a major barrier and 48% list it...
Ireland to Digitize 100% of Key Digital Public Services by 2030
Ireland aims to digitise 100% of its key public services by 2030, leveraging a Life Events approach that groups services around citizen milestones. The Digital Public Services Plan 2030 outlines 20 objectives and 90 deliverables, targeting 90% digital uptake for...
Glen Tullman — Consumer-Directed Care and the Rise of AI-Powered WayFinding in Healthcare
Glen Tullman, CEO of Transcarent, says consumer‑directed care powered by generative AI is the next structural shift in a fragmented, costly health system. His WayFinding platform moves patients from simple search to agentic actions such as automated scheduling, symptom checking,...
Xometry Tightens Grip on AI Sourcing
Xometry is upgrading its AI‑driven marketplace with a new lead‑time prediction model and enhanced dynamic pricing logic. The lead‑time model, trained on a dataset four times larger, now incorporates supplier certifications, material requirements and specialized finishing specifications, improving forecasting accuracy...
Claude Code Rolls Out a Voice Mode Capability
Anthropic has added a Voice Mode to its Claude Code AI coding assistant, allowing developers to issue spoken commands like refactoring code. The feature is currently available to roughly 5% of users, with a wider rollout planned in the coming...
GenAI Augments Security Stack; AI Firms Target Specific Markets
Anthropic entering secure code has everyone predicting the collapse of security vendors. I think that framing is too binary. GenAI will augment nearly every layer of the security stack. That does not mean the stack disappears. The better question is: which markets do...
Gartner Acknowledges Growth of Decision Intelligence Platforms with Inaugural Magic Quadrant
Gartner released its inaugural Magic Quadrant for Decision Intelligence Platforms, signaling a shift from data‑driven to decision‑centric strategies. The report highlights legacy players like FICO alongside newer pro‑code solutions such as Quantexa, and notes that generative AI integration remains early....
Federal Technology Lifecycle Management Adopts AI and Automation
Federal agencies are turning to AI and automation to revamp technology lifecycle management (TLM) as the federal workforce shrinks by roughly 317,000 employees in 2025. Real‑time asset visibility and predictive analytics enable proactive maintenance, allowing agencies to shift resources from...
Do We Have a Dunning Kruger Effect Problem in Healthcare AI?
The integration of AI tools such as large‑language models into clinical workflows is flattening the traditional Dunning‑Kruger curve, causing users of all expertise levels to overestimate their performance. Studies show modest performance gains but a larger perceived boost, a phenomenon...
Calibration Scores Gradually Grant AI Autonomy
Calibration Loops allow your Claws/agents to become fully autonomous. If your Claws needs your permission all the time, you're the bottleneck. But you also can't let it yolo in the beginning when it's lacking so much context. So you have to train it...
NDAP Overhaul in Works to Handle Surge in Big Data
India’s National Data and Analytics Platform (NDAP) will undergo a major revamp as NITI Aayog seeks a private‑sector partner to redesign, operate and hand over the system. The upgrade aims to handle vastly larger data volumes, add advanced analytics and...
Billtrust Debuts Agentic Credit to Catch Payment Risks
Billtrust announced the Agentic Credit Lines product, an AI‑driven credit risk tool embedded in its AR workflow. It leverages a proprietary network of 13 million buyers and 25 years of B2B payment data to analyze payment history, utilization patterns, and external credit...
Tatsoft Launches FrameworX AI Designer: The Biggest Shift in SCADA Development in 30 Years
Tatsoft unveiled FrameworX AI Designer, an industrial development platform that lets engineers describe SCADA and IIoT requirements in plain language while AI generates the full configuration in real time. The tool automates tag databases, communication channels, alarms, displays and historian...
Pixel Homescreens Are Getting Custom Icons, but Google’s Keeping Them Locked to AI
Google announced that Pixel 6 and newer devices will receive AI‑generated custom icon packs as part of today’s Pixel Drop. The new packs—named Cookies, Treasure, Scribbles, Easel and Stardust—are created by Google’s generative AI and replace the limited Material You color scheme....
Mouser's Autonomous Vehicle Online Resource Center Addresses Real-World Deployment Challenges
Mouser Electronics has expanded its Autonomous Vehicle (AV) Online Resource Center to help engineers tackle real‑world deployment hurdles. The hub consolidates technical articles, eBooks and product data covering perception, deterministic networking, functional safety, cybersecurity and ethical decision‑making. It emphasizes software‑defined,...
Introducing Conveyor Connect: How Chef Robots Communicate With Different Conveyors
Chef Robotics unveiled Conveyor Connect, a capability that lets its AI‑driven Chef robots communicate directly with any type of conveyor, from continuous belts to indexing lines. The system uses a wireless Conveyor Companion Box attached to the conveyor’s VFD, providing...
From Human-in-the-Loop to Human-on-the-Loop: An AI Agent Architecture for Proactive Planning
The paper proposes a shift from traditional human‑in‑the‑loop supply‑chain planning to a human‑on‑the‑loop AI agent architecture. Coordinated agents continuously ingest demand, supply and disruption signals, enabling event‑driven, proactive plan adjustments. This approach surfaces risks earlier, reduces the latency of corrective...
Autonomy Shifts From Tech Goal to Economic Strategy
For years, telecom has talked about automation as a technical ambition. Closed loops. AI-driven optimization. Zero-touch operations. The language has been consistent, almost ritualistic. But what became clear at MWC26 was not just that automation was advancing, it was that...
AI Agents Accelerate SaaS Product Management Tenfold
AI agents are collapsing the traditional PM function. Here’s what that means for your SaaS over the next three years👇 For years, SaaS scaled with PMs translating customer input into documentation, and engineering turning that into a product. But now...
AI Creates a Mandate... And a Gift
AI deployment in claims processing now forces organizations to adopt real‑time instrumentation, exposing a decades‑long blind spot in operational visibility. Traditional dashboards offered static, delayed metrics, while AI’s speed and scale demand continuous monitoring of model outputs, drift, and edge...
Figma’s Silent Change Signals Fight for Design Infrastructure Control
In February 2026, Figma released version 126.1.2. One line in the changelog caught nobody's attention. It should have. The update stripped --remote-debugging-port on startup, with no announcement and no deprecation warning. Just gone. Overnight, developers who'd spent months building automation...
How Clearview FCU's CIO Gets Employees to Use and Trust AI
Clearview Federal Credit Union, serving 140,000 members in the Pittsburgh area, is accelerating AI adoption under CIO Raymond George. The credit union has deployed ChatGPT, Microsoft Copilot and Zest’s Lulu to automate tasks ranging from HR and BI analysis to fraud...
California Employment News: Navigating AI Compliance: Employer Best Practices Pt.1
California employers are confronting new AI regulations that could expose them to discrimination claims. Weintraub Tobin attorneys explain how AI tools used in hiring, performance management, and monitoring may trigger Title VII, the ADA, and the state’s Fair Employment and...
Agentic AI: A Systemic Periodic Table of Capabilities
Agentic AI now has its own “Periodic Table” 🧪🤖 From: LLM, RAG, RL to PLAN, MAS, LTM to SAFE, HUMAN oversight to HR, MKT, LEGAL use cases Autonomous AI = memory + planning + tools + safety + collaboration. It’s a system, not a prompt. Credit: Prem...
AI Hype Inflates Expectations, Not Reduces Workload
"AI gets celebrated like the messiah of productivity, but instead of actually offsetting the workload, it's just raised the bar on what people are supposed to accomplish" Thanks for including my thoughts Katelyn Chedraoui https://www.cnet.com/tech/services-and-software/social-media-professionals-burnout-ai-metricool-news/
How the Experts Figure Out What’s Real in the Age of Deepfakes
The Verge explains how leading newsrooms such as The New York Times, Bellingcat and Indicator combat deep‑fake misinformation after high‑profile conflicts. Reporters follow a four‑step workflow: meticulous visual inspection, vetting source reputation, tracing the digital footprint, and confirming date and location with...
Hire Globally, Not Locally, When AI Agents Replace Teams
Every company I talk to says that agents are the future. AGI is here. One person with AI will beat entire teams. Then they force everyone back to the office. You can't have it both ways. If you genuinely believe...
Master AI Systems, Not Just Tools, to Stay Relevant
If you want to stay relevant in AI by 2026, don’t just learn tools — master systems. Here are 9 AI skills that actually compound: • Multimodal AI (text + image + audio + video) • AI Tool Stacking • LLM Evaluation & Management •...
JetStream Security Secures $34M Seed Round
JetStream Security announced a $34 million seed round led by Redpoint Ventures, with participation from CrowdStrike’s Falcon Fund and notable angels such as George Kurtz, Assaf Rappaport, and Frederic Kerrest. The startup, founded by veterans of CrowdStrike, SentinelOne, McAfee and other...
GPT‑5.3 Instant Launches: Faster, More Direct Answers
GPT-5.3 Instant is rolling out in ChatGPT starting today. We heard the feedback on 5.2 – sometimes too cautious, too many caveats, and conversations that didn’t flow as naturally as they should. 5.3 Instant tackles that with fewer unnecessary refusals, fewer defensive...
Founders Dream: AI‑Powered Slack Runs All Departments
This is what every founder secretly wishes their Slack looked like. 124 AI agents across 15 departments. Engineering, Sales, Product, Design — all shipping autonomously. No API keys. No cloud bills. No meetings. Just vibes. https://t.co/Uz9P5TigMf https://t.co/W7H4S926JJ
AI Is Resetting the Rules of Growth in CPG
NielsenIQ’s new Growth Frontier report, created with Kearney, shows artificial intelligence reshaping CPG innovation and discovery. Over the past three years niche brands added 1.5 percentage points of U.S. market share while large national brands fell 2.1 points, highlighting a shift...
AI Agents Decode Code Instantly, Ending Vibe‑Coding
TIME SPENT UNDERSTANDING THE CODEBASE: Human Dev vibe-coding): 2025: ▇▇▇▇▇▇▇▇▇▇▇▇ (6 days, still doesn't get it) 2026: ▏ (Quit to become a barista) Anything's new Parallel Research Agents: 2025: ▏ (Didn't exist) 2026: ▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ (0.4 seconds, understands the code better than the founder)
Balance Speed and Safety for AI-Driven Releases
RT "Ship fast and break things" must not apply to AI agents with access to customer data or production workflows. My checklist explains how to balance speed with responsible releases. #AI #DevOps #CIO @Star_CIO https://t.co/1tg10UmJNv
Speakeasies to Shadow AI: Banning AI Browsers Will Fail
Enterprises are grappling with a Gartner recommendation to ban AI‑enabled browsers, citing data leakage, unknown third‑party connections, and prompt‑injection threats. Yet LayerX research shows roughly 20% of corporate users already run GenAI extensions, and AI browsers now power about 85%...
Adopt Skill‑focused Hiring to Boost AI Talent Diversity
Still writing job descriptions the old way? Shift to skill- and outcome-based hiring so your AI initiatives attract stronger, more diverse talent rather than narrowing your pipeline. #AI #CIO #CHRO https://t.co/O0K0QkTUyt
Create Custom AI Icons on Pixel with New Feature
Here is how you can generate custom AI icons in Google Pixel with the latest feature drop. It already has some inbuilt AI icons. It doesn't let you enter your own prompts and works similar to how you generate AI wallpapers...
Harvard AI Doc on Why LLMs Can Be 'Uncomfortable' For Physicians and IT Leaders
Harvard researcher Dr. Adam Rodman warns that more than one‑third of U.S. adults are already turning to large language models like ChatGPT for medical advice, despite widespread gaps in digital health literacy. Many patients struggle to download their own records...
Pixel 9 Journal Gets Generative AI Features
Google has announced that Journal app users on the Pixel 9 series will finally get a taste of the app’s generative AI smarts, including reflections, Revisit Topics, and Mood ID. ✅ Details - https://t.co/vy1DF5BM3T https://t.co/76IUkP6vtJ
AI Data Centers Use Far Less Water Than Golf Courses
I always find the AI uses crazy amounts of water thing weird Here is a fun stat: Globally golf courses use 10x the water of AI data centres
ChatGPT Enhances, Not Replaces, Financial Advisors Today
If the long-term opportunity of ChatGPT and similar AI tools is not to replace financial advisors but to make them better, then the question naturally arises: how, exactly, can financial advisors leverage ChatGPT today to harness its benefits? https://t.co/sQ16RsmATN...
New Identity Layer Powers the Agentic AI Era
AI agents are acting, but your identity stack wasn’t built for that. @agenticfabriq is the identity and governance layer for the agentic era. Congrats on the launch, @paulinazhxu and @matthew_xu23! https://t.co/OVGYbWEZGo https://t.co/nHX5imQZFZ
Alibaba Qwen Loses Top Leader, Future Uncertain
Lots of people commenting on this quitting of @Alibaba_Qwen's top leader. Wondering what it means for Qwen now, will be hard to replace.
Isaac ROS 4.2 Launches with DGX Spark, Jetson Support
Our colleagues at @NVIDIARobotics have released Isaac ROS 4.2 which adds: 🤖NVIDIA DGX Spark hardware support 🤖JetPack 7.1 and Jetson T4000 support 🤖Improved visual mapping localization workflows 🤖FoundationStereo v. 2 🤖A new sim-to-real tutorial w/ a @Universal_Robot ⬇️⬇️ https://t.co/adIHQ2UADv
Exposed API Keys Cost Startup $2.5K in Fees
Claude Code reached LinkedIn We're COOKED 😱 This guy literally exposed his API keys on the front end, got exploited, charged 175 customers $500 each by mistake.. .. then burned $2.5K in Stripe fees before fixing it 😅 https://t.co/WPDCXipLSF
AI‑Cybersecurity Convergence Must Be Administration’s Top Priority
Why the convergence of AI and cybersecurity must be a top priority for the administration https://t.co/TbGhk0BYOE https://t.co/EiVI3kNYsI
Pentagon Embraces Commercial AI to Accelerate Defense
Incredible conversation with @emilmichael. - Lessons from tech for the Pentagon - Peacetime vs wartime speed - Making applied AI his #1 focus - The AI race with China - Commercial AI in the Pentagon https://t.co/xQpz6pZAQK
X Bans Undisclosed AI War Videos, Suspends Revenue
So X will no longer help fund toxic fake AI videos of the war. Unless it’s properly labeled? Baby steps I suppose. Will they continue to suppress posts of external links to reliable news brands with journalists literally on the...
GenAI Enables Unified Multicloud Config Standardization
Standardizing multicloud configs from a single set of requirements is finally viable. Think: genAI translating an AWS IAM role -> Azure Role Definition or a CloudFormation template -> Google Deployment Manager config. #IAM #CISO #Cloud https://t.co/vBzM21vM14