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:
Why a Lack of Governance Will Hurt Companies Using Agentic AI
Businesses are rapidly integrating agentic AI, with 41% of firms using autonomous systems in routine operations. Yet only 27% report mature governance frameworks to monitor these tools, creating a stark risk gap. Real‑world incidents, such as robotaxis stalling during a San Francisco power outage, illustrate the potential for operational failures. The mismatch between adoption speed and oversight presents both a liability threat and a strategic opportunity for firms that can establish robust AI governance.
Digi International Announced the Acquisition of Particle
Digi International announced a $50 million cash acquisition of Particle, a subscription‑based edge‑to‑cloud platform that currently generates about $20 million in annual recurring revenue (ARR). The deal lifts Digi’s IoT Products and Services segment ARR by roughly 60%, expanding it from $32 million...
Economic Survey 2025-26 Says AI Job Panic May Be Overstated, Highlights Robust Institutions as ‘Need of the Hour’
The Economic Survey 2025‑26 softens earlier warnings about AI‑driven job losses, suggesting that fears may be exaggerated. It emphasizes that AI can boost productivity and create employment if supported by strong institutional frameworks. The report highlights AI’s experimental nature and urges...
Alpha Omega Launches Continuum Automation Framework
Alpha Omega announced the Continuum Automation Framework, a unified ecosystem of AI‑driven accelerators designed to help federal agencies modernize, migrate, and secure mission‑critical systems. The platform comprises four modular components—Design, Code, Connect, and Secure—that replace manual processes with an end‑to‑end...
Laserfiche Expands AI Data Capture with Auto-Classification
Laserfiche announced a major upgrade to its AI‑driven Smart Fields engine, adding automatic document classification and intelligent auto‑tagging. The new features let users describe desired data with natural‑language prompts, enabling the system to identify invoice, transcript, or contract types and...
Applied Computing and KBR to Launch AI-Based Solution for Optimized Ammonia Production
Applied Computing and KBR have unveiled INSITE 3.0, an AI‑driven platform that embeds physics‑based models to optimize ammonia plant operations. The solution leverages Applied Computing’s Orbital AI and KBR’s 75‑year ammonia expertise, targeting lower emissions, higher yields, and improved safety....
SAP Cloud Revenues Rise on AI Boost - with More to Come, Says CEO Christian Klein
SAP reported a robust Q4, with total revenue reaching €9.68 billion and cloud revenue climbing 26% to €5.61 billion, driving full‑year cloud sales to €21.0 billion, up 23% YoY. CEO Christian Klein highlighted that over two‑thirds of Q4 cloud orders now embed business...
Bright Pattern Brings AI-Powered Customer Engagement and Workforce Management to GITEX 2026 Cairo
Bright Pattern, a global AI‑powered omnichannel contact‑center vendor, announced its participation at GITEX 2026 in Cairo, Egypt, scheduled for 11‑12 February. At the expo, the company will demonstrate its end‑to‑end customer‑engagement platform featuring virtual agents, real‑time transcription, summarization, interaction analytics,...
Brivo Unveils 2026 Trends in Video Surveillance Report
Brivo released its 2026 Trends in Video Surveillance report, highlighting seven key trends shaping enterprise security. The study notes cloud‑based AI is now standard, enterprise cloud adoption is at a tipping point, and regulations around privacy and PII are becoming...
Introducing the Klaviyo App in ChatGPT
Klaviyo has launched a new app that embeds its marketing automation data directly into OpenAI’s ChatGPT. By tagging @Klaviyo, marketers can query real‑time campaign performance, revenue trends, and unsubscribe drivers, receiving results as interactive cards and plain‑language recommendations. The integration...
20i Launches the Web Industry’s First Unlimited Managed Hosting Assistant
20i has introduced Twentie, the web industry’s first unlimited managed hosting assistant, embedded directly into its platform. The AI‑driven tool accesses live account data to generate custom PDF and CSV reports, analyze performance metrics, and help with tasks like marketing...
Deezer Makes It Easier for Rival Platforms to Take a Stance Against AI-Generated Music
Deezer has opened its AI‑generated music detection system to rival streaming services, extending a tool that tags and removes AI tracks from recommendations and royalty pools. The platform processes about 60,000 AI‑created songs each day, with 85% of those streams...
Cassava and AXON Join Forces to Drive AI Innovation for African Firms
Cassava Technologies and AXON Networks announced a strategic partnership to build Africa’s first end‑to‑end Operator‑as‑a‑Service (OaaS) platform, combining AXON’s AI‑ready, real‑time digital‑twin technology with Cassava’s 110,000 km high‑speed fibre backbone. The solution will deliver a multi‑tenant, AI‑managed network that can provision...
AI Adoption Advances in Manufacturing Amid Economic Headwinds
Rootstock’s 2026 State of Manufacturing Technology Survey shows AI has become mainstream, with 94% of manufacturers deploying some form of artificial intelligence. Predictive AI usage rose to 48%, and investments are shifting toward supply‑chain planning and process optimization. Despite economic...
Adcom Transforms Communication Training with Its AI-Enabled Communication Labs
Adcom Designs, a Bay Area learning firm, launched AI‑Enabled Communication Labs that replace lecture‑based training with hands‑on, practice‑focused sessions. The labs integrate artificial intelligence from the start, offering customized workshops lasting two hours to two days for groups of ten...
NIST’s AI Guidance Pushes Cybersecurity Boundaries
NIST’s Center for AI Standards and Innovation released a formal Request for Information targeting secure practices for autonomous AI agents, signaling a shift from broad, principle‑based AI risk guidance to concrete, operational controls. The agency highlighted the limits of treating...
The Sensor Suite for Autonomous Vehicles: LiDAR, Radar, Cameras and Sensor Fusion
Autonomous vehicles rely on perception rather than pure AI to make safe decisions, and that perception emerges from a heterogeneous sensor suite of cameras, LiDAR, radar and auxiliary devices. Each sensor brings complementary strengths—cameras offer semantic richness, LiDAR supplies precise...
Acumatica Summit 2026 - Taking the Pulse of Cloud ERP, AI, and Customer Realities
Acumatica Summit 2026 highlighted the company’s AI‑first roadmap, unveiling a trial of an AI assistant that will reach general availability in the fall. The event emphasized that SMB customers want AI capabilities embedded in the platform without the burden of...
AI Digital Twins Aim to Protect Astronaut Mobility on Deep Space Missions
West Virginia University researchers are creating AI-powered digital twins that replicate each astronaut's movement and muscle activation patterns to monitor neuromuscular health during long‑duration microgravity missions. By combining motion‑capture, wearable sensors, virtual‑reality tasks and physics‑based simulations, the models can predict...
AI Agents Improve Instantly with Each Compute Boost
We've had a pretty wild new AI Agent feature that we've almost released twice, but then right as we get close, a new technical breakthrough makes the agent substantially better than before. The pace of new best practices emerging in...
ImmuniWeb Reports Double-Digit Growth and Platform Advances
ImmuniWeb reported an all‑time sales record for 2025, maintaining double‑digit year‑over‑year growth while staying profitable. The company rolled out four major AI Platform updates, adding AI‑specific testing for web, mobile, API, LLM vulnerabilities and post‑quantum encryption readiness. Independent ISO 9001 and...
NSFOCUS Unveils Enhanced AI LLM Risk Threat Matrix for Holistic AI Security Governance
NSFOCUS announced an upgraded AI LLM Risk Threat Matrix, adding 14 new threat categories that focus on AI agent, multimodal, and Multi‑Agent Communication Protocol (MCP) vulnerabilities. The matrix expands coverage across identity, application, model, data, and infrastructure security throughout the...
Questom (YC F25) Is Hiring an Engineer
Questom, a YC‑backed startup building AI‑driven sales agents, is hiring a founding engineer with a $125K‑$150K salary and 0.75%‑1.5% equity. The role focuses on building high‑performance systems that integrate CRMs, communication channels, and agentic workflows, rather than mastering a specific...
AI-Enabled Scams Rose 500% in 2025 as Crypto Theft Goes ‘Industrial’
TRM Labs reports a five‑fold surge in large language model‑powered scams in 2025, propelling AI‑generated deepfakes, voice clones and synthetic images into mainstream fraud. Crypto theft amounted to $35 billion, a slight dip from 2024, while illicit crypto wallet inflows jumped...
OpenMind Unveils Robot App Store
OpenMind has launched a dedicated App Store for robots, positioning it as a software distribution layer for quadruped and humanoid platforms. The marketplace, built on the company’s OM1 modular operating system, aims to close the gap between rapidly evolving hardware...
Barq Group and Elroy Air to Establish $200 Million Joint Venture in Abu Dhabi to Manufacture Autonomous Aircraft
Barq Group and U.S.‑based Elroy Air have signed a $200 million joint‑venture agreement to build a manufacturing plant in Abu Dhabi for the Chaparral autonomous hybrid‑electric VTOL cargo aircraft. The facility will serve commercial and humanitarian customers across the MENA region,...
Cassava Technologies and AXON Networks Partner to Launch Operator-as-a-Service Platform Across Africa
Cassava Technologies and AXON Networks have announced a joint venture to launch an Operator‑as‑a‑Service (OaaS) platform across Africa. The cloud‑native solution will enable telecom operators and new entrants to provision network services without heavy infrastructure investment. Targeting more than 30...
PredIG: A Clear Predictor for T-Cell Epitope Immunogenicity
Researchers introduced PredIG, an interpretable machine‑learning platform that predicts T‑cell epitope immunogenicity with higher accuracy than existing tools. The model integrates peptide sequence, structural conformation, and immune‑environment context, and was validated across multiple independent cohorts. By revealing the biological drivers...
Ep. 205: How to Use AI for B2B Storytelling Without Losing Your Brand | Nick Usborne
In this episode, Nick Usborne explains how B2B marketers can harness AI for scalable content while preserving their brand’s unique voice. He stresses that the only defensible moat is a company’s authentic story, not generic narratives or tone, and reveals...
Scaling AI Developer Infrastructure: Lessons From Meta’s Internal Agent
Office Hours: Building Developer Infrastructure at Scale with Jim Everingham In the world of AI, how do the very best companies build their developer infrastructure? To answer that question : On Tuesday, February 24, I’ll be hosting an in-person fireside...
QMD Launches Native Query Extender, Boosting Expansion Performance
QMD now has its own natively trained query extender model https://t.co/b89CmKIknV Seems to do much better at query expansion in my tests. try it out.
Wunderkind + Klaviyo: Turning Anonymous Traffic Into Our Next Growth Chapter
In this episode, the hosts announce Wunderkind’s integration into the Klaviyo App Marketplace, turning the former competitor into a strategic partner. The discussion explains how Wunderkind’s real‑time identity resolution and AI‑driven decisioning layer can be embedded directly within Klaviyo’s email...
Rolv's AI Speed Breakthrough Shows Promising Results
Months ago I shared Rolv with you and he shared that he had a major performance breakthrough for running AIs. His breakthrough is proving itself. Will share the final results when it's up, but his math is working out to...
Brayden's Architecture Beats ChatGPT for Molty Reports
The second "Ultimate Molty Report." Thanks @blevlabs. If it weren't for Brayden's cognitive architecture these reports wouldn't be nearly as good as if I used, say, Grok or ChatGPT to write them.
Software Company Bonds Drop As Investors' AI Worries Mount
Investors are pulling back from software company bonds as rapid AI advances raise doubts about business model stability. High‑profile moves like Google’s AI assistant launch and funding for Decagon AI have intensified fears, driving bond prices lower worldwide. While some...
New AI Releases and Viral Moltbot Report Incoming
Tomorrow morning @higgsfield_ai and @AnthropicAI will drop something crazy. And I'm about to drop another @moltbot report. My first one got viewed hundreds of thousands of times.
VCs Can't Fund Ex‑OpenAI Founders Indefinitely
“VCs can’t just keep giving OpenAI employees billions of dollars to start a new company forever” VCs: https://t.co/lVyo5wnDoI
Data Centers Are Driving a US Gas Boom
Data centers are fueling a surge in U.S. natural‑gas power development, with projects that could add up to 252 GW of gas‑fired capacity—nearly a 50 percent increase in the nation’s gas fleet. More than a third of this new demand is directly...
Reviving BabyAGI Amid Surge of Build Energy
it’s been so fun watching the build energy this past week, i had to start rebuilding babyagi again last night :)
Decagon AI Raises $250M at $4.5B Valuation to Scale AI Concierge Platform
Decagon AI announced a $250 million Series D round that lifts its valuation to $4.5 billion. The funding, led by Coatue Management and Index Ventures, will accelerate the rollout of its AI concierge platform, which leverages large‑language models across chat, email and voice...
We 'Want to Encourage Other People in Our Generation to Be the Types of People Who Do Not Even Want...
Gabriela Nguyen, a 24‑year‑old Harvard graduate, quit smartphones and founded Appstinence, a nonprofit that helps people disengage from addictive technology. The organization promotes a "5D Method"—Decrease, Deactivate, Delete, Downgrade, Depart—to guide users toward a tech‑free lifestyle. Appstinence offers free coaching,...
Dynatrace Intelligence Aims to Advance Autonomous Software Operations
Dynatrace announced Dynatrace Intelligence, an agentic operations system that blends deterministic, real‑time intelligence with AI agents to push enterprises toward autonomous software operations. Built on the Grail data lakehouse and Smartscape, the platform delivers explainable insights that act within predefined...
AI Brand Rankings Unreliable; Track Mention Frequency Instead
Ranking position in AI responses is meaningless. Across repeated runs of the same prompt, LLMs almost never return the same list of brands in the same order. In many cases, they don’t return the same list at all. New research...
Reinforcement Learning Achieves Quantum Technology Advances in Few and Systems
Scientists have demonstrated that reinforcement learning (RL) can be harnessed to optimise quantum technologies, covering tasks such as state preparation, high‑fidelity gate design, and automated circuit construction. Experimental implementations show RL‑derived control pulses that are up to twice as fast...
Worldcoin Surges 25% as OpenAI Considers Its Biometric Technology
Worldcoin’s native token WLD jumped 25% within minutes after Forbes reported that OpenAI is evaluating biometric verification solutions, potentially leveraging Worldcoin’s iris‑scan technology. The AI firm is reportedly building a social platform that would require users to prove personhood via...
Microsoft Shrugs Off AI Bubble Fears Again with Strong Financial Results
Microsoft reported second‑quarter fiscal 2026 revenue of $81.27 bn, topping the $80.32 bn consensus, and earnings of $4.14 per share versus $3.92 expectations. Azure cloud revenue grew 39% year‑over‑year, keeping the AI‑driven cloud segment robust despite a slight slowdown in overall cloud...
Elon Musk Teases a New Image-Labeling System for X… We Think?
Elon Musk announced that X will begin labeling edited images as “manipulated media,” extending the platform’s legacy policy on inauthentic content. The rollout details are sparse, leaving it unclear whether the label applies to all edits or only AI‑generated alterations....
ICE Is Using Palantir’s AI Tools to Sort Through Tips
United States Immigration and Customs Enforcement (ICE) has deployed Palantir’s generative AI tools to automatically sort, translate, and summarize immigration‑enforcement tips submitted through its public tipline. The system, operational since May 2 2025, produces a “BLUF” (bottom line up front) summary using...
ChatGPT Could Power Universal Price Comparisons via Shopify Catalog
I saw a Q&A that mentioned @Shopify's Catalog MCP provides a "List of shops selling the product with specific prices" along with a Universal Product ID. Does that mean a shopper could use chatgpt for easy price comparison shopping across...
Why Predictable AI Will Finally Fix Customer Experience
John Sabino argues that the CX crisis stems from measuring activity rather than outcomes. Companies are moving toward hybrid AI‑human models that prioritize resolution quality, personalization, and revenue impact. In 2026, the focus shifts to predictable AI, with assurance layers...