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:
Does llms.txt Matter? We Tracked 10 Sites to Find Out
A recent study of ten diverse websites tracked AI traffic before and after adding llms.txt files. The data showed that eight sites saw no measurable change, two experienced traffic spikes that were tied to unrelated PR and content initiatives, and one site’s traffic fell. Major LLM providers do not currently read llms.txt, and Google briefly added then removed the file from its own docs. The research concludes llms.txt functions more like a sitemap than a growth lever.
Virtual Staining Advances: AI Uses Cell Context to Improve Imaging Accuracy
Researchers at Ben‑Gurion University have introduced a contextual AI system that translates label‑free microscope images into virtual fluorescent stains, dramatically improving accuracy. By feeding the model metadata such as cell shape, neighborhood, and colony position, the AI can correctly label...
Promise Theory as a Framework for Governing Autonomous AI Workforces: The Scout-itAI Implementation
Enterprises are moving from single AI models to networks of cooperating agents, creating new orchestration risk. Scout-itAI applied Mark Burgess' Promise Theory to let agents self‑govern through transparent promise contracts rather than hard‑coded guardrails. Integrated with AWS Bedrock, eight autonomous...
Palladyne AI Secures Next-Generation Spacecraft Contract, Unlocking New High-Growth Opportunity
Palladyne AI announced that its GuideTech subsidiary has secured a contract with Portal Space Systems to supply navigation, guidance, modeling, embedded software and avionics for next‑generation, highly maneuverable spacecraft. The deal marks Palladyne’s first major entry into the space domain,...
How Virtuoso Partners Scales Document Automation with M-Files
Virtuoso Partners, a UK‑based intelligent‑automation firm, has leveraged its partnership with M‑Files since 2021 to modernise document‑heavy processes through metadata‑driven management and workflow automation. By combining M‑Files’ contextual content handling with its own AI, RPA and intelligent‑document‑processing expertise, Virtuoso delivers...
Why Smart Contract Security Can’t Wait for “Better” AI Models
In 2024, smart‑contract vulnerabilities cost the Web3 ecosystem $1.42 billion across 149 incidents, with access‑control flaws alone responsible for $953.2 million. While the community debates perfect AI solutions, current AI‑powered static analysis tools already capture roughly 80 % of known issues, and models...
Sentinel Wealth AI: Your Key to Clarity and Confidence
Sentinel Wealth AI offers an AI‑driven investment platform that combines real‑time market analysis, personalized alerts, and a robust educational library. Users report faster identification of trading opportunities and increased confidence in portfolio decisions. The interface is intuitive, enabling quick account...
Cybersecurity in the Age of AIOps: Proactive Defense Strategies for IT Leaders
Cybersecurity AIOps combines AI, machine learning, and automation to transform traditional security operations. It enables real‑time threat detection, reduces human error, and shifts defenses from reactive to proactive. Key strategies include predictive analytics, automated response, alert prioritization, cross‑team collaboration, and...
The AI Stack Is Breaking. Outcome Platforms Are Replacing It.
Enterprises are overwhelmed by a fragmented AI stack of multiple specialized tools, leading to integration overhead and AI fatigue. Outcome platforms, like Famous.ai, consolidate these functions into end‑to‑end workflows that deliver ready‑to‑use assets. This shift reduces tool sprawl, shortens development...
AI Powers the Next Evolution of Data Stacks
After a decade of success, the modern data stack has entered consolidation. What comes next? The postmodern data stack is AI. The modern data stack created more than $100 billion in market cap with a simple promise : move the data via...
Fintech Rundown: A Rapid Review of Weekly News
Fintech’s weekly roundup spotlights AI’s rising valuation and deployment, new payment partnerships, and record credit extensions. ElevenLabs is in talks that could push its valuation to $11 billion, while Synechron rolls out AI agents for workflow automation. dLocal teams with Honor...
Exclusive: Gusto Launching Payroll Inside ChatGPT
Gusto announced that its payroll platform is now available as an app inside ChatGPT, letting eligible small‑business customers run payroll through natural‑language conversations. The integration uses OAuth so passwords never touch OpenAI, and only payroll admins can authorize actions. Initially...
XBuild Raises $19M to Launch AI-Powered Residential Roofing Contract Estimation Product
XBuild announced a $19 million Series A round led by N47, with participation from Rackhouse Ventures and Andreessen Horowitz, to develop an AI‑driven residential roofing estimation platform. The system, dubbed Roofing Proposals, analyzes photos, measurements and regional pricing to generate instant, code‑compliant...
AI Shadow Negotiators Accelerate Deal-Making
Using AI to prepare for a negotiation. For our free newsletter this week, we discuss AI shadow negotiators: invisible agents shaping human deals. @IrenaCronin and I write this newsletter every week. AI shadow negotiators are AI tools that quietly help people negotiate by...
PAI Boosts Claude Code Efficiency by 50% – Free Workshop
PAI is a super power. @DanielMiessler created features on top of Claude Code that increase its efficacy by 50%... and that's a lot based on how awesome Claude Code is. Incoming FREE workshop of PAI and other tools I'm using to...
Napier AI Powers MV Shield for Building Societies
Napier AI and Mutual Vision have launched MV Shield, a purpose‑built AML and financial‑crime compliance platform for UK and Canadian building societies and credit unions. The solution is offered as Compliance‑as‑a‑Service, pairing Napier AI’s technology with Mutual Vision’s sector expertise....
Agentic Commerce and the Quiet Return of Guest Checkout
Agentic commerce is reshaping digital transactions by letting AI‑driven software agents select products, optimise pricing and initiate payments without direct shopper input. In this new model, the once‑dismissed guest checkout is re‑emerging as a friction‑free, network‑centric payment option. EMVCo’s Secure...
Explainable AI Achieves 83.5% Accuracy with Quantized Active Ingredients and Boltzmann Machines
Researchers introduced a hybrid quantum‑classical framework that uses Quantized Boltzmann Machines (QBMs) to improve both performance and transparency in AI decision‑making. Tested on a binarized, PCA‑reduced MNIST subset, QBMs reached 83.5% classification accuracy, far surpassing the 54% of classical Boltzmann...
AI Is Rewriting the CEO Job Description: Are You Ready?
The rise of generative AI is reshaping the CEO’s core responsibilities. Unlike past technologies, AI acts as a decision‑maker, embedding its own values into business processes. Executives must now serve as chief AI orchestrators, setting vision, defining boundaries, and driving...
Robust Quantum Machine Learning Achieves Increased Accuracy on MNIST and FMNIST Datasets
Researchers at the University of Melbourne introduced a Matrix Product State (MPS) based encoding scheme that dramatically reduces quantum circuit depth while preserving classification performance. By iteratively applying singular value decomposition, the method creates low‑depth, approximate encodings that require fewer...
Data Science Success Requires Six Integrated Dimensions
📊 The 6 Dimensions of Data Science — a practical lens, not a buzzword map This framework is useful because it answers all the real questions leaders should ask: 1️⃣ Goals — Why Data Science? Insights, prediction, automation, optimization, and...
Harness Launches a ‘Human-Aware’ Site Reliability Engineering Agent
Harness Inc. unveiled AI Scribe, a “human‑aware” site reliability engineering agent that taps into team conversations on Slack, email and other channels to surface incident clues. The tool builds an explainable change graph linking feature flags, configuration updates and infrastructure changes,...
AI Agents or Skills? Why the Answer Is ‘Both’
Anthropic’s new Agent Skills introduce modular, declarative bundles of expertise that agents can load on demand, addressing prompt bloat and context‑window limits. By separating decision‑making logic (agents) from reusable procedural knowledge (skills), developers can extend capabilities without rewriting core agents....
Empower Teams with AI Fluency for Future Success
We're teaching everyone on the team to build AI workflows. Not to replace them. To unleash them. Most companies pick one of two paths: automate people out of jobs, or ignore AI and fall behind. We're doing neither. Customer experience....
OpenAI Says Its Mystery AI Wearable Is on Track for 2026 as AI Earbuds Rumors Spread
OpenAI confirmed its long‑rumored AI wearable will be announced by the end of 2026, though details remain vague. Leaked reports from Chinese sources and a leaker named Smart Pikachu claim the device could be AI‑powered earbuds built by Foxconn under the...
Semarchy Closes 2025 with Global Growth and Momentum
Semarchy reported a year of global expansion, highlighted by the launch of the Semarchy Data Platform (SDP) and the first native MDM application on Snowflake Marketplace. The company deepened strategic ties with Snowflake and Microsoft while adding marquee customers such...
Karavel Raises £1.25m Pre-Seed to Modernise AI-Driven Compliance
Karavel announced a £1.25 million pre‑seed round led by Fuel Ventures to accelerate its AI‑driven compliance platform across the UK and Europe. The solution bundles marketing ad reviews, real‑time horizon scanning, regulatory gap analysis and actionable guidance in one interface. By...
Ellipsis Health Expands Access to Sage via Salesforce AppExchange
Ellipsis Health has launched its AI care manager Sage on the Salesforce AppExchange, enabling Agentforce Health customers to embed autonomous, empathetic voice assessments into existing workflows. Sage, a HIPAA‑compliant conversational AI, can conduct post‑discharge, risk and complex care assessments around...
RiseLink Convenes the Physical AI Ecosystem at CES 2026
RiseLink Technologies staged an invitation‑only "Physical AI" mixer at CES 2026, gathering AI model creators, hardware firms, and product innovators to align the full AI stack from silicon to shipped devices. The event showcased the company’s connective platform that bridges...
Densify Announced Its Rebranding to Kubex
Densify has rebranded to Kubex, turning its product name into the company identity to reflect a strategic focus on AI‑first, end‑to‑end resource optimization. The Kubex platform now unifies optimization for Kubernetes nodes, pods, containers, GPU and AI workloads across cloud...
Unframe Launches Unframe Unlimited to Accelerate Enterprise ROI on AI
Unframe announced Unframe Unlimited, a partner program that equips channel partners to sell, deploy, and scale enterprise‑ready AI solutions on its managed delivery platform. The initiative provides sales enablement, marketing support, outcome‑based pricing and co‑selling opportunities, enabling partners to deliver...
Evernote Releases V11, Marking a New Chapter in AI-Powered Productivity
Evernote unveiled version 11, its first major update in five years, introducing three AI‑driven features: AI Assistant, Semantic Search, and AI Meeting Notes. The AI Assistant, built with OpenAI, offers a conversational chat interface for notes, tasks, and calendar actions....
Signaloid Successfully Achieves SOC 2 Type II Attestation
Signaloid announced that it has earned a SOC 2 Type II attestation, concluding a three‑month audit of its cloud infrastructure, data‑processing pipelines, and operational controls. The audit, performed by compliance specialist A‑LIGN, covered the period from July 1 to September 30, 2025,...
Dockerhub for Skill.md
The Official SKILLS.md Hub launches on Dockerhub as a centralized registry for SKILLS.md files that extend AI assistants such as Claude and ChatGPT. Users can search and install skills via the simple "sr" CLI, accessing tools ranging from Slack automation...
AI Becomes Marketing Infrastructure; Power and Ethics Prevail
2025 will be remembered as the year AI stopped feeling “emerging” and started feeling like infrastructure. It quietly seeped into every layer of marketing—creative, media, analytics, and even how leaders frame strategy and risk. At the same time, the social...
Real‑world Scans + 3D
Mixing 3d models with real world scans (made w/ 3d gaussian splatting) is a powerful combination. And when you do it all inside an unbiased, physically accurate 3d rendered like Octane - the fidelity is truly next level.
How To Build Production-Ready AI Agents With RAG and FastAPI
The New Stack tutorial outlines a production‑ready stack for building agentic AI using Retrieval‑Augmented Generation (RAG) and FastAPI. It combines a LangChain‑style reasoning loop, FAISS vector search, schema‑based guardrails, and token‑metered cost controls. The guide adds async execution, retries, semantic...
Python Script Merged Files for Seamless ChatGPT Input
before all these agents, i always had a python script that would traverse all the folders and files to concat into a single file so i could copy/paste easily into chatgpt
Simplifying Your Business Response to Worst-Case Scenarios
Businesses face increasingly frequent, complex disruptions—from supply‑chain shocks to prolonged government shutdowns—that strain traditional planning methods. The article argues that manual spreadsheet‑based scenario analysis is too slow and reactive for worst‑case events. It proposes mathematical optimization, framing problems with objective...
Applications Now Open for Next Round of FCA’s AI Live Testing
The FCA has opened applications for the second round of its AI Live Testing programme, a regulatory sandbox that pairs firms with the FCA and tech partner Advai to develop, assess and deploy AI in UK financial markets. Applications close...
Inovalon Launches Clinical Trial Eligibility Screener to Accelerate Trial Recruitment
Inovalon introduced a Clinical Trial Eligibility Screener, an API that evaluates patient eligibility in real time using longitudinal primary source data. The service applies natural language processing to parse free‑text inclusion and exclusion criteria, delivering pass, fail or inconclusive results...
Sensera Systems Launches New Functionality for SiteCloud Insights
Sensera Systems announced new functionality for its SiteCloud Insights platform, adding site‑hygiene monitoring, dumpster fill alerts, and two Procore integrations for daily logs and fall‑hazard reporting. The enhancements deliver real‑time, AI‑driven insights every two hours and enable automatic export of...
Software Stocks See Worst Start to Year Since 2022 as AI Disruption Fears Mount
Anthropic unveiled Claude Cowork, an AI‑powered office assistant, sparking fresh fears about software disruption. The announcement triggered a sharp sell‑off in software equities, with Intuit down 16%, Adobe and Salesforce each losing over 11%, marking the worst weekly decline for the...
Boardwalktech Launches Verity, the Intelligent Controls Platform
Boardwalktech Software Corp. unveiled Verity, an AI‑driven Intelligent Controls Platform aimed at banks, insurers and other highly regulated enterprises. The solution uses generative and agentic AI to automate the design, execution, testing and continuous monitoring of operational, financial and compliance...
Automate 2026 Brings Popular Humanoid Robot Forum and NVIDIA-Sponsored Humanoid Robot Pavilion to Show
Automate 2026, North America’s largest robotics trade show, will host the third annual Humanoid Robot Forum alongside a new NVIDIA‑sponsored Humanoid Robot Pavilion. The paid forum, scheduled for Tuesday and Wednesday afternoons, will deliver deep‑dive sessions on humanoid development, deployment...
J&J Bets on Isomorphic for AI-Powered Drug Hunt
Johnson & Johnson’s Janssen Biotech unit has entered a cross‑modality, multi‑target research collaboration with Isomorphic Labs, the Alphabet‑backed AI drug‑discovery start‑up. The partnership combines Isomorphic’s planet‑scale computing and AI‑driven design engine with J&J’s experimental and development capabilities, covering both small‑molecule...
CX Industry Leaders Atento and Omilia Establish Strategic Partnership to Lead the Next Wave of Conversational AI Innovation
Atento and Omilia have formed a strategic alliance to embed Omilia’s agentic conversational AI into Atento’s customer experience platform. The partnership enhances Atento’s AI Agent pillar with autonomous virtual agents that can reason, act, and learn across voice and digital...
Galbot S1 Breaks Industry Load Limits with 50KG Heavy-Duty Capacity
Galbot unveiled the S1, a heavy‑duty embodied‑AI robot that lifts a continuous dual‑arm payload of 50 kg, shattering the industry’s long‑standing limit. The S1 is already operating on CATL’s core battery‑production lines, proving its viability in real‑world manufacturing. It runs up...
CMES Robotics Expands AI-Driven Warehouse Automation Footprint with New Logistics Projects
CMES Robotics announced new multi‑year AI‑vision automation projects with a premium North American food ingredient manufacturer, extending its warehouse automation footprint. The deployments focus on robotic bag palletizing that can handle frequent changes in product size, packaging and orientation. CMES...
SALESmanago Ramps Up AI and Messaging Tech to Redefine eCommerce Marketing in 2026
SALESmanago is rolling out a native WhatsApp integration and AI‑driven Recommendation Frames to give eCommerce marketers real‑time, hyper‑personalised customer experiences. The platform now supports multimedia messaging, automated journeys, and dynamic CTAs that target abandoned carts, restock alerts, and on‑site product...