Today's AI Pulse
OpenAI unveils ChatGPT Images 2.0 with multilingual text and ‘Thinking’ mode
OpenAI rolled out ChatGPT Images 2.0, a next‑generation image model that adds multilingual typography, real‑time web research, and agentic reasoning. The new ‘Thinking’ mode lets paid users generate up to eight coherent images per prompt, including floor plans, maps and UI mock‑ups. The feature expands the model’s ability to work with uploaded content.
Also developing:

Big Tech Shouldn’t Be Writing the Rules for AI
Anthropic’s public clash with the Trump administration has highlighted a widening gap in AI governance, where private firms are stepping into roles traditionally held by governments. The dispute underscores how U.S. policymakers have largely ceded oversight to corporate actors, leaving ethical guardrails to be defined by profit‑driven interests. Experts argue that democracies must build dedicated institutions to regulate powerful AI systems before market forces dictate their evolution. Without such frameworks, AI development risks being shaped by narrow corporate agendas rather than broader societal values.

Legora Surpasses $100m Annual Recurring Revenue
Legora has reached $100 million in annual recurring revenue within 18 months of its general‑availability launch, serving over 1,000 customers in 50 markets. The legal AI platform has shifted from single‑task tools to multi‑step, agentic workflows, handling large‑scale document reviews and...

'Not How You Build a Digital Mind': How Reasoning Failures Are Preventing AI Models From Achieving Human-Level Intelligence
A new arXiv study warns that transformer‑based large language models suffer systematic reasoning failures, losing track of critical information during multi‑step tasks. The paper shows that self‑attention and next‑token prediction, while powerful for language generation, do not guarantee logical consistency....

HeyGen's Seedance 2.0 Turns Content Into Cinema
This is where content creation becomes cinema. @Seedance 2.0 in HeyGen lets you create videos where your face stays the same across every shot, with dynamic movement. Drop "SEEDANCE" if you want to explore it.
Google GAs New Ransomeware Protections for Drive, 14x Improvement From Beta
Google announced a new ransomware protection suite for Google Drive that leverages advanced AI to scan and block malicious files before they reach users. The service delivers a 14‑times improvement in detection rates compared with the previous beta program, while...
MacroVoices #526 Matt Barrie: Pay To PrAI
Matt Barrie, founder and CEO of Freelancer.com, discussed AI financing and business-model challenges on MacroVoices. He highlighted OpenAI's reliance on venture capital and private credit, warning that many AI firms are adopting unsustainable “pay‑to‑AI” models. Barrie compared the current AI...

IFS Breaks with Industry Convention Pricing to Unlock Enterprise-Wide AI Adoption
IFS announced a groundbreaking pricing model that charges industrial AI software by the number of assets rather than by user headcount. The asset‑centric approach lets companies, such as an energy firm with 400 offshore units, pay only for the equipment...
Daydream Secures $15 Million Series A to Fuse AI SEO Agents with Human Oversight
Daydream, an AI‑powered SEO startup, closed a $15 million Series A led by WndrCo, with First Round Capital and Basis Set Ventures participating. The funding will expand its hybrid AI‑human platform that automates keyword strategy, content creation and technical audits, targeting...
Five Key Lessons for a Data Centre and Energy Win-Win
Adrian Del Maestro argues that the rapid expansion of AI‑driven data centres hinges on secure, clean power and strategic use of "powered land". He highlights that under‑utilised sites with grid connections can generate new revenue streams while supporting the UK’s digital...
Hudson Talent Solutions Teams with Maki People to Embed AI Hiring Intelligence in Global RPO
Hudson Talent Solutions announced a strategic partnership with AI hiring intelligence specialist Maki People, integrating the latter's platform into Hudson's worldwide recruitment process outsourcing (RPO) services. The move aims to shorten time‑to‑hire, improve shortlist quality, and deliver a more consistent...

How ‘Wikipedia of Cyber’ Helps SAP Make Sense of Threat Data
SAP, the world’s largest enterprise‑software provider, is tackling the massive scale of its security telemetry—over 150 TB per month—by partnering with Boston‑based Uptycs. The collaboration introduces Juno AI, an analyst platform that blends artificial intelligence with human expertise to deliver real‑time,...
Salesforce Rolls Out AI‑enhanced Slackbot with 30+ New Enterprise Features
Salesforce unveiled an AI‑powered upgrade to Slackbot, introducing more than 30 new features that blend chat, CRM data, and third‑party apps. The assistant is now available to Business+ and Enterprise+ customers, with limited access opening to Free and Pro plans...
Meta Funds Ten Natural‑gas Plants to Power $27 B AI Data Center, Sparking Climate Backlash
Meta announced funding for seven additional natural‑gas power plants, bringing its total to ten plants that will supply the $27 billion Hyperion AI data center in Louisiana. The 7.5 GW of capacity will match the electricity use of South Dakota, but environmental...
OpenAI COO Lightcap Bullish on Legacy Software as AI Reshapes Market
OpenAI’s chief operating officer Brad Lightcap told the Uncapped podcast that investors can be bullish on legacy software companies as they accelerate AI integration. At the same time, ExpressVPN rolled out ExpressAI, a privacy‑first chatbot that demonstrates how COOs are...
DOE, Amazon Launch AI Hub to Recycle Battery‑Grade Graphite
The U.S. Department of Energy’s Ames National Laboratory and the Critical Materials Innovation Hub have teamed up with Amazon to unveil an AI‑driven Critical Materials Hub that will recover battery‑grade graphite and other strategic minerals from textile and electronic waste....
Asana’s CPO Pushes Multiplayer AI Agents for Enterprise Collaboration
Asana’s chief product officer, David Bose, unveiled a multiplayer‑by‑design approach for the company’s enterprise AI agents, enabling shared workflows, auditable action logs, and bi‑directional sync with key business apps. The strategy aims to give CIOs a transparent, institution‑wide AI assistant...

Enbiosis Reveals 2.0 Platform: AI-Powered Nutraceutical Discovery
Enbiosis unveiled its AI‑driven 2.0 platform at Vitafoods Barcelona, employing a digital twin of the gut microbiome to craft food‑grade nutraceutical blends containing 12‑15 bioactives for specific health conditions. The system builds on a proprietary dataset of more than 200,000...
CSU Spends $17 Million on Campus‑wide ChatGPT Rollout, Survey Shows Mixed Reactions
California State University has committed $17 million to license ChatGPT for all 23 campuses, covering 460,000 students and 63,000 faculty and staff. A university‑wide survey of 94,000 respondents shows high usage but stark disagreement over AI’s role, raising questions about data...
Shake Shack Launches Project Catalyst, AI Push to Speed Orders and Scale to 1,500 Stores
Shake Shack announced Project Catalyst, a four‑pillar AI and data strategy designed to accelerate order fulfillment, improve labor allocation and support a rollout to 1,500 company‑run restaurants. The plan couples an internal chatbot, a new cloud‑based POS platform and a...

ISC2 Brings AI Security Into the Heart of Cybersecurity Certifications
The International Information System Security Certification Consortium (ISC2) unveiled new exam guidance that weaves artificial‑intelligence security concepts throughout its entire certification suite. The guidance maps AI topics across more than 50 core exam domains, concluding a three‑year refresh that involved...

Omniscient Raises $4.1M for AI-Driven Decision Intelligence Platform
Omniscient SASU announced a $4.1 million pre‑seed round to accelerate its AI‑driven decision intelligence platform. The solution consolidates fragmented data sources and replaces manual monitoring with specialist AI agents that deliver real‑time insights. Benchmarking claims the platform is up to 50...
IBM and Arm Team Up on Dual‑Architecture AI Hardware for Enterprise Workloads
IBM announced a strategic collaboration with Arm to create dual‑architecture hardware designed for AI and data‑intensive enterprise workloads. The partnership blends IBM's system design and security expertise with Arm's power‑efficient cores, targeting large‑scale B2B customers seeking flexible, secure AI infrastructure.
Basis Wants To Help Marketers Bring Agentic AI Into Media Planning
Basis introduced Compass, an agentic campaign‑planning platform that integrates directly with its DSP and other buying systems. The solution synthesizes advertisers' first‑party data and broader market signals to auto‑generate omnichannel media strategies and audience personas. Early adopter SMZ found the...
Basis Wants To Help Marketers Bring Agentic AI Into Media Planning
Digital‑ad platform Basis unveiled Compass, an agentic campaign‑planning tool that integrates with its DSP and other buying platforms. The solution synthesizes advertisers’ first‑party data with broader market signals to generate omnichannel media strategies, while allowing a conversational back‑and‑forth with the...

AI Success Depends on Foundations, Not Just Hype
Everyone wants to be AI-first. Almost no one wants to fix the foundations. AI agents. LLMs. MCPs. A2A everywhere. Because that’s what everyone is talking about. CEOs push the “AI-first” narrative. More demos. More prototypes. More speed. Impressive on the surface. But what stands out...

Context Beats Data Volume for Smarter Enterprise AI
Most teams think “more data = smarter AI.” I make the opposite case: context beats volume. When LLMs are grounded in your company’s own signals—not just the internet—they deliver accurate, explainable decisions at scale. A thread on Context Engineering and why it changes...

The Women Most at Risk From AI Aren’t in the Rooms Designing It
Canada is a global AI leader, yet women face disproportionate risk from automation. ILO data shows 29 % of women’s jobs are AI‑exposed versus 16 % for men, and women are three times more likely to fall into the highest‑risk category. The...
Anthropic's Code Leak Raises Doubts About Enterprise Security
If Anthropic just leaked their own code (and one of the most valuable pieces of IP on the planet right now)... what makes you think their 'enterprise grade security features' are enough to protect your ideas and data?

Alex Blania on Proof of Human and Building World's Identity Network
In this episode, Alex Banya, co‑founder and CEO of World, explains the emerging "Proof of Human" challenge—how to verify that online interactions are truly from unique humans rather than AI bots or agents. He outlines why traditional methods like government...
The Invisible AI Adding Value to World2Meet
World2Meet, the travel arm of Iberostar Group, has turned its Intelligent Process Automation (IPA) initiative into an "invisible AI" that quietly drives efficiency. Launched in 2023, the system began delivering measurable results in 2025, automatically classifying 165,000 emails in January...

How Disney Imagineers Are Using AI and Robotics to Reshape the Company’s Theme Parks
Disney announced the opening of World of Frozen at Disneyland Paris, now rebranded as Disney Adventure World, featuring a robotic Olaf and a high‑tech nighttime show that blends drones, fountains, fire and water walls. The park benefits from its close...

Experian Uncovers Fraud Paradox in Financial Services’ AI Adoption
Experian’s 2026 Future of Fraud Forecast warns that AI agents, once a defensive tool for banks, are being weaponised by fraudsters, creating a machine‑to‑machine mayhem where liability is unclear. FTC data shows consumers lost over $12.5 billion to fraud in 2024,...

Autonomous AI Systems Depend on Data Governance
The focus of AI safety is shifting from model‑centric controls to the data that fuels autonomous systems. Fragmented, outdated, or ungoverned data can cause unpredictable behavior, especially in regulated or customer‑facing contexts. Denodo’s virtual data‑fabric platform unifies disparate sources, enforces...

Anaxi Labs Partners with Carnegie Mellon to Tackle AI Economics
Anaxi Labs, a provider of AI data infrastructure, announced a research partnership with Carnegie Mellon University to investigate the economics of emerging AI ecosystems. The joint effort will examine how value is created, measured, and distributed, with an initial focus...

AI Reality Check: Can LLMs “Scheme”?
In this episode Cal Newport debunks a sensational Guardian headline about AI chatbots “scheming” by examining the underlying study, which actually tracks Twitter complaints about DIY AI agents built with the open‑source OpenClaw framework. He explains that these agents are...
What We Can Learn From Avocado: The Unreleased AI Meta’s Model
Meta’s next‑generation AI model, code‑named “Avocado,” has been delayed to May‑June 2026 after internal tests showed it lagging behind Google’s Gemini 2.5/3 and other rivals. The postponement follows a broader strategic shift from the open‑source LlaMa family toward a proprietary...

DJI Pushes Drones Beyond Cameras with AI Competition
DJI has launched the Enterprise Drone Onboard AI Challenge 2026, inviting developers to build AI models that run directly on its Matrice 4 drones or the Manifold 3 onboard computer. The competition, open until May 10, 2026, offers hardware bundles and public recognition for...
Gap Adopts AI Technologies for ‘Simpler’ Online Shopping Experience
Gap is deploying two AI solutions to streamline its online shopping experience. The retailer will use Bold Metrics’ Agent Sizing Protocol to deliver personalized fit recommendations and Google’s Universal Commerce Protocol to enable conversational, one‑click purchases. Gap says the AI...
Enterprises Are All in on AI for Security but Budgets Aren’t Keeping Pace
Enterprises recognize AI as a cornerstone of modern cybersecurity, with 96% of surveyed security leaders already deploying AI solutions. Yet 85% feel their budgets lag behind the escalating AI‑driven threat landscape, and only 20% claim robust governance frameworks. EY’s survey...

Trinity Team’s New Chip-Scale Light Technology Could Power Faster AI and Data Centre Communications
Researchers at Trinity College Dublin, in partnership with the University of Bath and EPFL, have created a chip‑scale light source that generates ultra‑stable optical frequency combs using microresonators. The device produces a new hyperparametric soliton pulse, allowing multiple precise wavelengths...
Innovative Firms Driving AI Adoption in Vietnam's Shrimp Sector
Vietnamese shrimp farms are turning to AI to curb rising production costs and protect thin profit margins. ESG uses weather stations, satellite data and underwater cameras to automate feeding and prevent waste, while RYNAN’s TOMGOXY system balances dissolved oxygen and...

From Static Data to Spatial Teammates: How SIMA 2 Breathes Life Into BIM
Google DeepMind’s SIMA 2 introduces a general‑purpose AI agent that can reason, act, and learn inside 3D virtual worlds, turning static Building Information Models into interactive environments. By embedding the agent in BIM and GIS models, users can issue natural‑language...
Forthcoming Machine Learning and AI Seminars: April 2026 Edition
The AI Hub has published a calendar of free virtual seminars running from 2 April to 27 May 2026, featuring speakers from leading universities and research institutes. Topics span African language benchmarks, neural‑network optimization, AI ethics, sustainability, and hybrid optimization methods. Events are...
Cut AI Subscription Costs by up to 70%
HARSH TRUTH: Nobody talks about this but you're overpaying for AI tools every single month. ChatGPT Plus. Genspark. Claude Pro. Perplexity Pro. GamsGo lets you split all of them at up to 70% off the original price. Same features. Same quality. Fraction of...

China's OpenClaw Mania: The Rise of AI-Run One-Person Firms
OpenClaw, an autonomous AI agent created by Austrian developer Peter Steinberger, is enabling a new class of one‑person companies (OPCs) in China by simulating full‑scale business functions. Municipal programmes in cities like Shenzhen are offering free computing power, hardware discounts,...

How AI Is Impacting SaaS Products
Artificial intelligence is turning traditional SaaS dashboards and step‑by‑step workflows into conversational, outcome‑driven services. Users now issue simple prompts, while the platform interprets intent, gathers data, and executes actions autonomously. This shift forces product teams to move from feature‑by‑feature design...
Descrybe's Quest to Democratize Legal Research (Kara Peterson & Richard DiBona)
In this episode of Technically Legal, host Chad Main talks with husband‑wife founders Kara Peterson and Richard DiBona about their AI‑native legal research app, Describe. The duo explains how a personal employment dispute during the pandemic led them to discover...

How A.I. Helped One Man (and His Brother) Build a $1.8 Billion Company
Entrepreneur Matthew Gallagher launched Medvi, a telehealth provider of GLP‑1 weight‑loss drugs, using only $20,000 and a suite of AI tools. Within two months the company attracted 1,300 customers and recorded $401 million in sales in its first full year. By...
CMO and CIO Merge Roles in Workday’s AI Marketing
When the CMO and CIO Share the Same Job: Inside Workday's AI Marketing Build https://t.co/tjsP1WGw7C
YorollAI Powers Real-Time Exploration in AI Gaming
Still early days for the tech, but IMO this is the right bet. Star Junkers tapping now @YorollAI for real-time exploration is the sort of push AI gaming needs 👏👏👏 #iykyk ;) https://t.co/zgXdRnkCPJ