Today's AI Pulse
AI agents challenge cybersecurity frameworks, sparking budget hopes and governance concerns
AI agents are being deployed to test existing cybersecurity frameworks, prompting CISOs to see a path to unlock larger cyber budgets. At the same time, industry leaders warn that the lack of clear algorithmic authorization raises governance risks. The convergence of these trends highlights both the promise and the perils of ungoverned AI in security operations.
Also developing:
By the numbers: OneRobotics acquires Nanoleaf for $40M
Nebius to Construct 310 MW AI Factory in Finland
Nebius announced the construction of a new AI factory in Lappeenranta, Finland, with up to 310 MW of power, expected to serve customers starting in 2027. The project follows a recent 75 MW expansion in Mäntsälä and contributes to Nebius’s goal of securing more than 3 GW of contracted power worldwide by the end of 2026. The 100‑acre campus will generate up to 700 construction jobs and about 100 permanent positions once operational. It expands Nebius’s European AI compute footprint alongside a 240 MW site in France and a gigawatt‑scale factory in Missouri.
Hongkong Land Foundation Launches AI for Good Hackathon
The Hongkong Land Foundation launched an "AI for Good" hackathon in partnership with the Jockey Club Design Institute for Social Innovation at PolyU, bringing together NGOs, students, and volunteers to prototype community solutions over two days. Participants used AI‑enabled design...
Robotic Online Intelligence Introduces Kubro(TM) Agents – A Toolkit For Bespoke Agentic Workflows In Market Research
Robotic Online Intelligence (ROI) has launched Kubro™ Agents, a new module on its Kubro platform that lets data firms and investment research teams build fully configurable, multi‑step agentic workflows for market research. The toolkit offers more than 50 granular parameters...
Samsung Solve for Tomorrow Concludes with AI Sustainability Projects
Samsung’s “Solve for Tomorrow” competition concluded in Hong Kong, drawing over 250 teams from 100 primary, secondary and tertiary schools. The contest focused on AI‑driven environmental sustainability and AI‑enabled sports/social change, with finalists presenting projects such as AquaPulse, an AI...
![How To Identify Which LLM Is Actually Working For You [Webinar] via @Sejournal, @Hethr_campbell](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://cdn.searchenginejournal.com/wp-content/uploads/2026/03/callrail-webinar-041426-llm-conversion-rates-768.png)
How To Identify Which LLM Is Actually Working For You [Webinar] via @Sejournal, @Hethr_campbell
Search Engine Journal is hosting a live webinar to help marketers pinpoint which large language model (LLM) actually drives conversions in specific industries. Panelists Danielle Wood of CallRail and Natalie Johnson of SweetGlow will share real‑world conversion data for ChatGPT,...
Speech Analysis for Assessing Physical Competence Under the Concept of Physical Literacy (PhD Academy Award)
A PhD thesis by Rui Si Ma demonstrates that speech characteristics can serve as reliable indicators of physical competence. Using machine‑learning and deep‑learning models, the research extracts vocal features that correlate with exercise intensity, enabling non‑invasive fitness assessment. The methodology is designed...
Helium Shortage Threatens AI Chip Production Amid Conflict
The AI boom is running into an unexpected constraint. The Iran conflict is disrupting helium supply from Qatar, a key input in semiconductor manufacturing for AI systems. As availability tightens, costs rise and production becomes more fragile. It is a reminder that...
How Do AI-Native Law Firms Work?
General Legal, an AI‑native law firm, uses a full‑stack artificial intelligence engine to draft and review commercial contracts, allowing it to deliver standard agreements for as little as $500 while maintaining 40‑50% profit margins. By automating roughly 80% of the...
‘Fragmentation Is Poison’: How Microsoft Is Targeting Disparate Data to Boost AI Adoption
Microsoft unveiled Database Hub and Fabric IQ at FabCon and SQLCon 2026, extending its Fabric SaaS analytics platform to unify roughly 20 data services under a single management plane. The new Database Hub adds AI‑driven, natural‑language exploration across Azure SQL, Cosmos DB, PostgreSQL and...
SolasAI Launches New Solution for Proactive Model Monitoring and Auditing at Enterprise Scale
SolasAI announced Illumination, a new AI risk‑management platform that extends its Beacon suite with proactive, real‑time model monitoring and auditing. The solution combines advanced statistical drift detection, quality‑erosion alerts, and fairness‑risk scanning, while a human‑controlled agentic AI orchestrates remediation actions....
If OpenAI Is to Float on the Stock Market This Year, It Needs to Start Turning a Profit
OpenAI, valued at roughly $850 bn, is confronting a massive cash‑burn problem as it eyes a potential IPO before year‑end. The company plans to spend about $600 bn on compute infrastructure through 2030, yet its current annualised revenue sits near $25 bn, leaving...
PubMatic & Amnet Launch the First Agentic Advertising Campaign in France Using the Claude LLM
PubMatic and trading desk Amnet have launched France’s first Agentic advertising campaign, built on PubMatic’s AgenticOS and the Claude large‑language model, for client Interbev. The video‑focused effort targets cooking enthusiasts and consumers of responsibly sourced French meat, aiming for high...
Amid Rising Geopolitical Tensions and Trade Restrictions, AI Emerges as Key Driver of Global Trade Growth: McKinsey
Artificial intelligence is reshaping global commerce, with AI‑related hardware shipments surging nearly 40% in 2025 and accounting for roughly a third of worldwide trade growth. The United States emerged as the dominant demand hub, adding about half of all new...
Rakuten Mobile Extends Partnership with Netcracker for AI-Enabled Digital BSS to Support Its Mobile Network in Japan
Rakuten Mobile has extended its multi‑year partnership with Netcracker to continue using the AI‑enabled, cloud‑native Digital BSS platform for its nationwide 4G and 5G network. The renewal builds on a collaboration that began when Rakuten launched in 2019 and adds...
Scaling Speed and Trust in AI-Driven Systems
How do we build systems where speed and trust can scale together? I explored this with @MichaelLeland, field CTO of #island at RSA and it’s the challenge of the AI era. AI is now an actor. Fast, boundaryless, and creating risks most...
NCTA Launches I-485 Real-Time Data Pilot
North Carolina Turnpike Authority has launched a pilot of Valerann’s Lanternn AI‑enabled platform on the I‑485 Express Lanes around Charlotte. Lanternn ingests real‑time feeds from NCTA’s traffic cameras, navigation systems and third‑party sources to automatically identify incidents such as crashes,...
AI Predicts Japan's Cherry Blossom Bloom with Precision
AI is now being used to predict one of nature’s most anticipated events. By combining historical data with thousands of crowdsourced photos, models can forecast when Japan’s cherry blossoms will bloom with increasing accuracy. It shows how AI can turn even seasonal...
What If AI Was Already Working Before You Sat Down?
An executive training firm replaced manual admin work with a "Digital Chief of Staff"—a suite of eight AI agents handling email drafting, meeting preparation, follow‑up, CRM updates, and task prioritization. The system pre‑completes routine tasks overnight, allowing the owner to...
Government Datasets Are Poorly Labelled and Will Fail AI
The Open Data Institute’s four‑month NDL‑Lite prototype scanned more than 100,000 public datasets from six UK sources, exposing pervasive labeling gaps, outdated records, and accessibility hurdles. Notably, a major Home Office crime dataset has not been refreshed since 2018, while...
Advancing AI Literacy: A Faculty Course Refresh Institute at Indiana Wesleyan University
Indiana Wesleyan University’s National & Global unit launched a twelve‑week AI‑Enhanced Course Refresh Institute to help faculty redesign courses with embedded AI literacy. The pilot, begun in summer 2025, guided participants through data‑informed analysis, custom GenAI bots, and multimodal video...
I Tested 50+ AI Prompt Tricks. And These 6 Actually Work
The post distills over 50 AI prompt experiments into nine proven frameworks that dramatically improve output quality. Techniques like step‑by‑step reasoning, role‑playing a seasoned expert, and offering conservative‑moderate‑aggressive options force the model to think more deliberately. New 2026 tricks add...
Proactive AI for EV Charging
Denmark‑based Monta has embedded an AI layer into its EV charging platform, analyzing data from over 260,000 charge points and 3 million monthly sessions. The system continuously surfaces anomalies, recommends actions such as firmware updates, and even answers natural‑language queries about...
Google's 200M-Parameter Time-Series Foundation Model with 16k Context
Google Research released TimesFM 2.5, a decoder‑only time‑series foundation model with 200 million parameters, down from 500 million in version 2.0. The new model supports a 16 k context window, far exceeding the prior 2 048 limit, and adds an optional 30 million‑parameter quantile head for continuous...
LeapXpert’s Sofia Event Explores the Future of the Engineering Role
By early 2026, roughly two‑thirds of companies generate most code with AI, with some aiming for 90% within the year. LeapXpert, a US‑based enterprise communication platform, is hosting its inaugural Sofia event, “Same Title, New Job,” to discuss how AI...
Anthropic's New Claude Code Metrics Drain Limits Faster
OK… Anthropic changed how Claude Code’s model usage is calculated. I’m running into my usage limit much faster than before.
Overusing AI Makes Us Dependent, Weakens Skills
Yes, please go read this thread. Using AI all the time is like living your entire life in a mec suit. You’ll be able to lift and move and run extremely easy until you take the suit off. Then you’ll...
Critical Manufacturing Brings Real-Time Intelligence to the Shopfloor
Critical Manufacturing is demonstrating its Industrial Operations Platform at Hannover Messe 2026, positioning the solution as more than a traditional Manufacturing Execution System (MES). The platform unites execution, an enterprise data layer, AI copilots and a partner ecosystem to create...
AI Reveals Leaders Mistaking Adoption for Reinvention
AI is exposing which leaders are still confusing adoption with reinvention. I joined Geoff Nielson on Digital Disruption to talk about AI maturity, workflow redesign, leadership, and why AI is ultimately a test of vision. If your strategy ends with efficiency and...
The New Organizational Architecture
The post outlines a new organizational architecture that emerges after six AI‑driven transformation forces have run their course. It argues that architecture decisions compound, creating structural debt if mis‑aligned. Companies that establish the right architecture early can lock in structural...
Structured Prompts Cut AI Costs and Build Failures
The #1 complaint I hear from non-technical builders using Lovable, Replit, and Claude Code: wasted credits fixing issues that shouldn’t exist. So I built Axis, an AI agent inside Vora IQ that generates high-quality, structured prompts. Better prompts = fewer iterations...
AI Automation Fuels Sophisticated, Costly Cyberattacks Across Businesses
AI-driven cyberattacks are becoming more sophisticated and costly, with automation enabling highly targeted phishing, synthetic identities, and a surge in ransomware and coordinated attacks impacting businesses of all sizes. cybersecurity
Effective AI Oversight Through Proof Drills
Effective AI oversight now hinges on the ability to reconstruct a single AI‑influenced decision with verifiable records. The EU AI Act makes automatic event logging a compliance prerequisite for high‑risk systems, but merely having policies is insufficient. A "proof drill"—a...
Why The Guardian’s First Reader-Facing AI Product Isn’t a Chatbot
The Guardian has introduced its first reader‑facing AI product, called Storylines, which surfaces AI‑generated narrative clusters on a handful of tag pages. Rather than a chatbot, the tool analyzes the latest 200 headlines per tag to identify three dominant storylines,...
Time Pitches GEO Insights Into a New Brand Offering
Time is launching a new GEO product that audits how AI search engines portray brands and sells tailored branded content to correct mismatches. The service leverages tools from TollBit, ScalePost and Mobian to analyze up to 100 prompts across ChatGPT,...
One Year Later: Raising the AI Fluency Bar for Every Zapier Hire
Zapier has released version 2 of its AI Fluency Rubric, raising the hiring bar for every new employee. Candidates must now demonstrate AI embedded in core work, repeatable systems, and measurable impact on quality or efficiency. The rubric expands evaluation to...
Why The Guardian’s First Reader-Facing AI Product Isn’t a Chatbot
In this Digiday episode, Chris Moran, Head of Editorial Innovation at The Guardian, explains why the outlet’s first reader‑facing AI tool, called “Storylines,” is not a chatbot but a narrative‑driven related‑content module. He outlines the three guiding principles the Guardian...
Inside Pixel Moda’s Human-Led Approach to AI-Powered Fashion E-Commerce
Pixel Moda, a global e‑commerce content producer, uses generative and assistive AI to accelerate fashion visual asset creation. By combining AI with human creativity, the company can generate up to 15 high‑quality images per SKU within 24‑48 hours, cutting image costs by...
Family Businesses Race to Embrace AI, but Digital Gaps Threaten Long-Term Competitiveness
Family-owned firms are rapidly moving AI from pilot projects to core operations, with 86% reporting some level of use. However, 48% say their current technology spend is only moderate or insufficient for future demands, highlighting a digital maturity gap. The...
AI Can Do Everything a Salesperson Does. That’s Exactly Why Salespeople Matter More
AI is now capable of performing most routine sales tasks—research, email drafting, note‑taking, and CRM updates—effectively automating the "homework" of reps. The article argues that this shift actually raises the value of human salespeople, whose core responsibilities become judgment, relationship...
Ollama Is Now Powered by MLX on Apple Silicon in Preview
Ollama announced a preview that leverages Apple’s MLX framework to deliver the fastest local inference on Apple Silicon Macs. The integration taps the GPU Neural Accelerators of M5‑series chips, boosting both time‑to‑first‑token and token‑per‑second rates, especially with the Qwen3.5‑35B‑A3B model...
AI Sparks Role Standoff Among Devs, Designers, PMs
Marc Andreessen argues AI has created a Mexican standoff between developers, designers & PMs. PMs think they can now design and write code with AI. Coders think they no longer need designers or PMs. Designers know they can do the job...
Turning AI Code Reviews Into a Personal Coaching Tool
my cofounder and I did a live code review today and I gave Claude Code the transcript. It also has all the reviews he has ever given our code base, all his comments, and I am using it to make...
Richmond Startup Wellspoken Scales AI Speaking Coach to Thousands, Doubles Revenue Twice
Wellspoken, founded by 23‑year‑old Cornell graduate Liam Du, has attracted thousands of users and doubled its revenue twice in the past two months with its AI‑powered speaking coach. The startup’s rapid growth highlights a rising demand for tech‑driven personal communication...
AI-Native Firms Reshape India‑US Startup Corridor
From the 2020 @HarvardHBS case study on @LogiNext to now: Great to be back to speak at Harvard Entrepreneurship Summit Discussed the rise of AI-native enterprises, structural shifts beyond chatbot-like AI, and scaling the 🇮🇳-🇺🇸 corridor with @srikrishmang, @anshu @amruthajalihal https://t.co/8nwPw9T5vN
Treat AI Agents Like Malware: Three Safety Lessons
AI Agents Act a Lot Like Malware. 3 core lessons that can help companies safely adopt agentic AI https://t.co/jmHx1BceXK https://t.co/nhAWPPp2OG
This Privacy-First Chatbot Is Taking Off - Here's Why and How to Try It
Duck.ai, DuckDuckGo's privacy‑first chatbot, saw a 300% traffic surge to 11.1 million visits in February, according to Similarweb. The service anonymizes queries and routes them through frontier models from Anthropic, OpenAI and Meta, preventing data exposure. Recent feature upgrades—including image generation...
Mistral Launches Open-Source Speech Generation Model
Mistral releases a new open source model for speech generation by Ivan Mehta @TechCrunch Learn more: https://t.co/UmnfqtV4ev #GenerativeAI #ArtificialIntelligence #MachineLearning #MI https://t.co/sOKsGAg0za
AGI Hype Cycles: OpenAI, Anthropic, Google, Repeat
2025 was all about how OpenAI was supposedly about to achieve AGI. 2026 is all about how Anthropic is supposedly about to achieve AGI. 2027 will be all about how Google is supposedly about to achieve AGI. Rinse, lather, repeat. https://t.co/cVDjH6YaZV
Tennessee Grandmother Wrongfully Detained for Five Months After Clearview AI Misidentifies Her
Angela Lipps, a 50‑year‑old Tennessee grandmother, was arrested in July 2025 and held for more than five months after Clearview AI facial‑recognition software mistakenly identified her as a fraud suspect. The case, described as the longest AI‑related wrongful detention in...
Claude Code Update Aims to Curb Token Drain
Sweet Claude Code just rolled out a ton of fixes. Hopefully, the token drain calms down. Can @thsottiaux reset the limits...oh wait