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:
AI Should Be the Guide, Not the Ghostwriter
The article argues that AI should act as a mentor rather than a ghostwriter in education. It draws on research about the illusion of competence and the concept of desirable difficulty, emphasizing generative learning and scaffolding to promote deep understanding. Practical guidelines show how students can use AI for outlining, source selection, critique, and revision while retaining effortful generation. Delegating the generation step to AI, however, undermines long‑term retention and critical thinking.
Beeline Kazakhstan Monitoring System Orman-AI Prevents 100 Forest Fires
Beeline Kazakhstan launched Orman‑AI, an AI‑driven forest fire monitoring platform, in 2022. The system deploys more than 100 video‑surveillance cameras across Astana and six key regions, continuously scanning for fire signatures. Since its inception, Orman‑AI has prevented over 100 forest...
Stellar Cyber 6.4.0 Reduces Alert Noise and Speeds Investigations with Autonomous SOC Capabilities
Stellar Cyber has released version 6.4.0, adding autonomous SOC capabilities that automate alert triage and generate AI‑driven case summaries. The platform promises 60‑80% analyst time savings and up to 70% reduction in alert noise through its Agentic AI and Verdict...
11 TOP VIRAL AI TOOLS & TIPS TODAY ✅ (16 MARCH 2026)
The post spotlights two breakthrough AI tools released in March 2026—OpenJarvis, Stanford’s open‑source, local‑first framework for on‑device personal agents, and GLM‑5‑Turbo, Zhipu AI’s high‑speed, agent‑native model for long‑chain tasks. OpenJarvis runs entirely on smartphones or edge servers, achieving 88.7% local...
AI Management Beats Prompt Engineering in 2026
Why Prompt Engineering Isn’t the Most Valuable AI Skill in 2026 As AI becomes more autonomous and agent-driven, the most valuable human skills shift from crafting prompts to managing, supervising and guiding AI systems. Read more 👉 https://lnkd.in/evyRq2ky #AI #FutureSkills...
Innov8.ag Launches Industry’s First Operational Intelligence Service for Agriculture
Innov8.ag unveiled HarvestReplay™, the first operational intelligence service that transforms a farm’s own data into daily decision‑making insights. The managed platform delivers visual analytics and AI‑generated audio briefings, targeting labor, production and harvest cost inefficiencies. Estimated savings range from $25,000...
Five London Hotels Capture 57% of AI Recommendations: What a New Study Reveals About AI Travel Distribution
A LuxDirect CS7 study of 2,700 AI queries across 25 London luxury hotels found five properties captured 57% of AI recommendations. The concentration appears faster than early SEO trends and is independent of hotel size or brand, with a 26‑room...
Meta to Spend Up to $27 Billion on Nebius AI Infrastructure
Meta announced a multi‑year agreement to purchase up to $27 billion of artificial‑intelligence infrastructure services from Nebius Group. The five‑year contract will give Meta access to Nebius’s high‑performance compute and storage platforms, accelerating its generative‑AI initiatives across Facebook, Instagram and WhatsApp....
Vidu Unveils the World’s First AI Solution for Animated Series Production at SXSW 2026
ShengShu Technology unveiled Vidu Q3, the world’s first AI solution built specifically for animated series production, at SXSW 2026. The platform tackles persistent hurdles such as character instability, prompt complexity, shot continuity, and audio‑visual misalignment. By integrating specialized training, a...
D-ID Launches V4 Expressive Visual Agents for Real-Time, LLM-Connected Interaction at Enterprise Scale
D‑ID unveiled its V4 Expressive Visual Agents, a diffusion‑based generation of ultra‑high‑fidelity digital humans that operate in real time with sub‑0.5‑second latency and up to 4K resolution. The avatars integrate directly with large language models, adapting facial expressions and tone...
CRMLS Expands RealReports Partnership
California Regional MLS (CRMLS) announced that its RealReports AI‑powered home‑report service will be offered as a no‑cost core product to all its members. The move follows strong adoption by multiple real‑estate associations, prompting CEO Art Carter to extend the tool...
AGI Hype Masks Undefined Goals, Urging Corporate Accountability
The "race to AGI" is framed as positive for society, or at least the people talking about their society or government. This framing or narrative implies the following: - There is a globally accepted definition of AGI (there isn't). -...
Instant Checkout in ChatGPT Reflects Enormous Challenge
OpenAI announced its Instant Checkout feature for ChatGPT in late 2025, but in March 2026 the company said it is scaling back the rollout to focus on merchant‑site integrations. The pause reflects the difficulty of embedding AI agents in e‑commerce,...
Build a V1 AI Agent Now, Beat 99%
It's still early in the agent building / AI app building world. We're looking for a marketer who has built stuff (agents, apps etc) with AI - and most people still applying with links to AI generated images, content or even...
AI Music Generation Goes Consumer with Google’s MusicFX DJ
Google DeepMind’s MusicFX DJ is a web‑based tool that turns text prompts into a continuous, high‑fidelity music stream in real time. Leveraging the Lyria RealTime diffusion model, it lets users layer up to ten prompts and adjust intensity, chaos and...
Meta's Layoffs Fund Massive AI Investment, Not Distress
$META up nearly 3% premarket on reports of 20%+ workforce cuts while carrying $115B-$135B in AI capex guidance for 2026. Markets are reading this as margin discipline, not distress. They're probably right. This is a replay of the 2022 "Year of...
Understood Care Raises $5M in Seed Funding
Understood Care, a New York‑based AI‑native patient advocacy platform, announced a $5 million seed round led by Rethink Education and Zeal Capital Partners. The funding follows a $3.4 million pre‑seed round backed by 1984 Ventures and Y Combinator. The capital will accelerate...
Jeanologia Launches AI Platform for Laser Design
Jeanologia introduced Billy AI, an artificial‑intelligence platform that converts a single denim photograph into a production‑ready laser design. Trained on over 5,000 real and synthetic laser patterns, the system reads contrasts, shadows and texture to recreate authentic wear effects in minutes....
The Fine Print
Colonial Williamsburg, celebrating its 2026 centennial, has launched a pilot project that uses a large‑language model to create AI‑driven digital content for visitors and staff. The model is being trained on a broad corpus of 18th‑century philosophical treatises, letters, pamphlets...
Your Medical Record Is Too Big To Read. AI May Be The Fix.
Modern electronic health records now contain years of notes, labs, imaging and messages, creating a “storage unit” that clinicians cannot fully review in the few minutes before a visit. This overload forces doctors to perform a real‑time “chart biopsy,” often...
Ortec Finance Launches a New Standard in Strategic Asset Allocation Powered by Scenario-Based Machine Learning
Ortec Finance has launched GLASS PRISM, a strategic asset allocation (SAA) optimizer that leverages its Scenario‑Based Machine Learning (SBML) engine. The tool replaces static, mean‑variance models with a forward‑looking, multi‑scenario framework that can handle non‑linear, multi‑period objectives and constraints. Designed for...
One Intelligence (1-i.ai) Launches AI Control Plane to Help Enterprises Build and Operate Production AI
One Intelligence (1‑i.ai) unveiled its AI Control Plane, a unified platform that lets enterprises design, publish, and run production‑grade AI applications with built‑in governance, routing, and cost visibility. The solution inserts a provider‑agnostic control layer between apps and model APIs,...
5 Powerful AI Prompts to Build Personal and Business Intelligence Documents for Every AI Tool (Beginner Friendly)
AI platforms now offer built‑in memory, but it stays confined to each service and often drifts from the user’s true intent. The article proposes Personal and Business Intelligence Documents—deliberately authored files that capture an individual’s preferences or an organization’s operational...
OpenAI in Talks for $10 Billion Joint Venture With PE Firms
OpenAI is in advanced talks to create a joint venture with private‑equity firms TPG and Bain Capital aimed at expanding the adoption of its AI software. The proposed venture carries a pre‑money valuation of roughly $10 billion, with the PE partners...
L&T Technology Services Launches NVIDIA-Powered AI Lung Digital Twin Platform for Advanced Respiratory Diagnostics
L&T Technology Services (LTTS) unveiled an AI‑powered digital twin platform that creates immersive 3D models of patients’ lungs from CT scans. The solution leverages NVIDIA’s Physical AI stack—including Omniverse, TensorRT and MONAI—to deliver real‑time visualization, automated segmentation of airways, vessels...
I Stopped Drowning in Browser Tabs, Thanks to This Clever AI Tool
David Gewirtz details how Karakeep, an AI‑enhanced bookmarking tool, solved his chronic browser‑tab overload. The service tags and summarizes saved pages, supports both cloud and self‑hosted Docker deployments, and offers a $4‑per‑month Pro tier with 50 000 bookmarks and 50 GB storage....
New Microsoft AI Agents to Help Modernize Enterprises
Microsoft unveiled new AI agents to accelerate enterprise modernization, including the Azure Copilot Migration Agent and a GitHub Copilot modernization agent, both now in public preview. The Azure agent transforms migration projects into a continuous, data‑driven process, delivering inventory insights...
Homecare Homebase Announces the Launch of Curate: Scribe
Homecare Homebase (HCHB) unveiled Curate: Scribe, an AI‑assisted documentation tool built into its EHR. Developed with StenoHealth, the feature generates draft clinical notes that clinicians can review and edit, aiming to cut the time spent on paperwork. By embedding AI...
Carahsoft and ServiceNow Expand Partnership to Reach New Industries in the U.S. and Canada
Carahsoft and ServiceNow have broadened their alliance, making the ServiceNow AI Platform available through Carahsoft’s network of over 10,000 resellers across the United States and Canada. The expanded reach targets healthcare, financial services, critical infrastructure and other enterprise markets that...
AI Adoption Soars, Governance Lags Behind in APAC Finance
Adoption Accelerates but Governance Lags: 61.2% of APAC Finance Firms Run AI in Production @Money2020 data: 61.2% live deployments, 35.3% exploring, 3.5% not adopted. Generative + agentic AI moving beyond chatbots into unstructured data analysis, customer conversations, autonomous tasks. Risk: bias...
Orca Security Advances AI-First Cloud Defense with Autonomous Agents and Runtime AI Threat Detection
Orca Security unveiled a suite of AI‑first capabilities ahead of RSAC 2026, adding autonomous Threat Investigation and AppSec Triage agents, real‑time Runtime AI Threat Detection, Orca Missions, and Code Reachability Analysis. The enhancements aim to cut through alert overload, prioritize...
The Path to ‘Mobile AI’ Laid Out in GSMA Report
The GSMA and GTI Telecom report outlines a "Mobile AI" ecosystem where 5G expansion drives AI workloads from the cloud to devices and edge nodes. It predicts AI‑related traffic will grow at a CAGR above 70% and could outpace traditional...
Teneo and Thoughtworks Launch New AI-Focused Joint Venture
Teneo and Thoughtworks have launched an AI‑focused joint venture to help CEOs and boards accelerate business transformation in the "AI and agentic" age. The partnership combines Teneo’s 1,800‑plus C‑suite advisors and global network with Thoughtworks’ 10,000 engineers and proprietary agentic...
K-Tech Solutions Company Limited (Nasdaq: KMRK) Announces Joint Venture with Aurora AZ Energy Ltd. To Develop up to 500 MW...
K‑Tech Solutions (NASDAQ: KMRK) and Aurora AZ Energy have formed a joint venture to build up to 500 MW of AI, high‑performance computing and crypto‑mining infrastructure in Alberta, Canada. The partnership will launch with a 100 MW data‑center powered by Aurora’s wellhead...
Mindbreeze Introduces Insight Touchpoints and Journeys to Standardize Enterprise AI Workflows
Mindbreeze announced enhancements to its Insight Workplace platform, adding pre‑built, role‑specific AI applications called Insight Touchpoints and automated multi‑step workflows dubbed Insight Journeys. These tools embed governed, auditable AI directly into business processes, allowing enterprises to standardize and scale AI...
Practical AI Guide: 24 Laws for Everyday Professionals
Psyched to share our latest One Vision Podcast episode with @technicallymims , where we chat about his 2026 book “How to AI,” a practical guide aimed at the 90% who aren’t early adopters. We discuss the book’s “24 Laws of...
New Study Reveals the Blueprint for European Digital Sovereignty: Computing Power, Cloud, Open Source and Capital
A new whitepaper from GITEX AI EUROPE and research firm LUE maps Europe’s blueprint for digital sovereignty, focusing on compute capacity, sovereign cloud, open‑source standards, and deep‑tech financing. It projects a 70 % increase in data‑centre capacity by 2030 and estimates...
Agentic AI's Periodic Table Maps Autonomous Ecosystem
Agentic AI has a “Periodic Table.” 🧪 It includes: LLM, RL, RAG PLAN, MAS, LTM SAFE, TEST, HUMAN A2A, CREW, NET HR, MKT, LEGAL use cases Autonomous AI = memory + planning + tools + safety + collaboration. It’s an ecosystem, not a feature. Credit: Prem Natarajan #AgenticAI #AIStack #LLM
Ethermed, VisiQuate Partner to Transform Revenue Cycle Automation
Ethermed and VisiQuate announced a strategic partnership that merges Ethermed’s embedded prior‑authorization automation with VisiQuate’s AI‑driven predictive models, data engine, and robotic process automation. The combined platform predicts authorization requirements, executes submissions directly within clinical workflows, and continuously refines its...
The Meeting of CAS and AI
CohnReznick’s advisory arm is piloting generative AI tools such as Copilot and ChatGPT to automate routine CAS tasks, including documentation, email handling, and journal‑entry processing. The firm, now over 100 CAS professionals across 30 U.S. offices and offshore centers, is...
New MIT AI System Designs Structurally Sound 3D Printable Objects
MIT CSAIL introduced PhysiOpt, an AI system that creates 3D printable objects with built‑in structural integrity. Trained on a library of functional shapes, the model automatically refines designs to address overhangs, weight‑bearing limits, and other physical constraints. Users can describe...
AI Platform Empowers Non‑Tech Users to Build Production Apps
In this episode of the @LightconePod, we sat down with @mukundjha and @madhavjha, the founders of @emergentlabs - an AI platform that lets anyone build and ship production-ready software. In just eight months, users have created more than 7 million apps...
Chatbot Risks Evolve: From Self‑Harm to Mass‑Casualty Threats
From me this weekend: Lawyer behind AI psychosis cases says the risk profile of chatbots may be shifting from self-harm cases to potential mass-casualty incidents. https://t.co/Gx2sqHpp7J via @techcrunch 1/
Building AGI Is Essential to Avoid Imminent Extinction
“If nobody builds it, everyone dies” Nick Bostrom’s latest piece on artificial superintelligence makes the point that, given we are all on course for dying in (by and large) the next few decades, developing a transformative technology like AGI is worth...
AI Bridges Patients, Providers, Payers, and Public Health
Last week at #HIMSS26, the Oracle Health and Life Sciences team showcased how AI can connect patients, providers, payers, and public health organizations. See what you missed and learn how our AI-powered tech can help your organization. https://t.co/JphBBwbFT2
Jason Hoffman’s Interview Packs Dense AI Insights
Can't emphasize enough the amount of valuable AI insights per word in this masterpiece by Jason A. Hoffman, CSO @Switch. Got to this after he was interviewed by the great @furrier https://t.co/dlM9fL53Xi https://t.co/UcyXJnkcrg
Reclaiming Human Thought in AI’s Borrowed Mind
Yes--and here it's essence of this idea today. The Borrowed Mind: Reclaiming Human Thought in the Age of AI. https://t.co/i6NfSmqTlI @pmarca
Converging Tech Tsunami Will Redefine Life in Six Months
We’re watching the Supersonic Tsunami hit. Neuromorphic chips (1000x efficiency). Fusion plants coming online. Humanoid robots entering our homes. $1 trillion infrastructure deployment. These aren't separate trends—they're one converging system. The next 6 months will be wild.
AI Completes Patterns, Assuming Answers Already Exist
This is an important insight. AI does not seek an answer. It seeks to complete a pattern and operates under the "techno assumption" that a this answer already exists. https://t.co/xSStNmwZk3
Two Plugins Transform Claude Code Web Development
1/7 Most people use Claude Code wrong for building websites. They type "build me a landing page" and get a generic Bootstrap mess. Then they spend hours fixing it. I did this too until I started using two plugins that completely changed...