Today's AI Pulse
AI agents challenge existing cybersecurity frameworks
Multiple outlets report that autonomous AI agents are being put to the test against current cybersecurity standards, sparking debate over governance and budget allocation. The rise of these agents is seen as a potential catalyst for unlocking cyber‑budget resources that CISOs have long sought, while questions arise about who authorizes the underlying algorithms.
Also developing:
By the numbers: OneRobotics acquires Nanoleaf for $40M
Generative AI Shifts From Market Boom to Disruption Risk
Prometeia’s latest event‑study shows investor sentiment on generative AI turning sharply negative, especially in technology, financial and real‑estate sectors. Over a ten‑day window after AI‑related news, S&P 500 firms now post cumulative abnormal returns below expectations, with software firms lagging 0.75% and banks/insurers 0.33%. The reversal stems from rising AI capital expenditures, elusive short‑term ROI, and fears that rapid model improvements could erode or replace existing business models, notably the so‑called “SaaSpocalypse.” The findings signal a market narrative shift from broad optimism to heightened risk awareness.
GPU Power Draw Beats Scheduling as Utilization Metric
Without getting all the way down to performance counters, GPU power from nvidia-smi is a better indicator of true utilization than job scheduling or “gpu busy”. I would love to see animated “heat maps” of the big data centers, with...
AI Tools Simplify Complex Care Data, but Risks Persist
AI-driven platforms are increasingly helping patients decode complex medical records, offering simplified visualizations and personalized insights. However, experts like Leigh Burchell of Altera Digital Health warn that many of these tools lack HIPAA compliance, exposing sensitive health data to breaches....
5 Best Practices to Secure AI Systems
As AI becomes integral to critical operations, its unique attack surface outpaces traditional security measures. Experts recommend a multi‑layered strategy that starts with strict access controls and encryption, followed by AI‑specific defenses such as firewalls and red‑team testing. Continuous visibility...
AI Revolutionizes Communications Strategy for Greater Impact
How AI Is Transforming the Communications Industry — Lessons From FleishmanHillard AI is reshaping communications strategy and execution, and the insights from FleishmanHillard show how leaders can harness it for more impactful engagement. Read more 👉 https://lnkd.in/eHyXPmS4 #AI #Communications #Innovation...
AI Models Fail at Robot Control without Human-Designed Building Blocks but Agentic Scaffolding Closes the Gap
Researchers from Nvidia, UC Berkeley, Stanford and CMU introduced CaP‑X, an open‑access framework that evaluates how large language models control robots via self‑written code. Testing twelve frontier models—including Gemini‑3‑Pro, GPT‑5.2 and Claude Opus 4.5—across seven manipulation tasks revealed that without high‑level...
AI OS Replaces Social Media Manager, Handles Everything
You no longer need a social media manager. Neon is an AI OS that handles your entire account from DMs to daily content, end-to-end. → DMs managed completely on your behalf → Fresh niche-based inspiration every single day → Replies...
Managing Drift in AI Models and Data
AI models inevitably experience drift as real‑world data diverges from their original training sets, eroding accuracy and business value. The article distinguishes data drift—shifts in input distributions—and functional (concept) drift—changes in underlying relationships. It outlines detection methods such as direct...
The Hype Cycle Meets Malpractice Law: Why the Jobs Persist
Anthropic CEO Dario Amodei warned that half of entry‑level lawyers, consultants and finance professionals could disappear within five years as AI matures. The article counters that while large language models can draft memos and build models, liability and professional judgment...
HubSpot Moves to Outcome-Based Pricing for some Breeze AI Agents
HubSpot announced that, starting April 14, 2026, its Breeze AI Customer Agent and Prospecting Agent will shift to outcome‑based pricing. The Customer Agent will be charged $0.50 only for conversations it resolves, down from $1 per conversation, reflecting its 65%...
OpenClaw Vs. Hermes Agent: The Race to Build AI Assistants that Never Forget
Developers are frustrated by AI coding assistants that lose context after each session, prompting a split in the AI agent market between short‑lived tools and always‑on agents. OpenClaw and Hermes Agent represent the latter, offering persistent runtimes that remember past...
Navan Launches AI-Powered Audit Engine for Expense Risk Screening
Navan unveiled an AI‑driven Audit Engine that adds over 45 configurable checks to its travel‑and‑expense platform, enabling real‑time fraud, compliance and policy violation detection. The system automatically approves roughly 75% of transactions, directing finance teams to the remaining 25% that...
Mattoboard Introduces Design Stream: The First AI Concept and Curation Engine for Interior Projects Using Real Materials
Mattoboard launched Design Stream, an AI‑driven engine that converts interior briefs into fully visualized concepts using real, sourceable materials in seconds. The solution blends large language models with a proprietary material intelligence layer, delivering photorealistic renders and product specifications aligned...
AI Agents Will Soon Need Crypto Wallets via X402
Every AI agent deserves a crypto wallet. In fact, there will be more AI agents transacting online than humans very soon. x402 is the internet payments layer (which has been missing for the last 30 years), and will enable this. The new...
AI Generates Full Landing Page and Theme in 20 Minutes
I gave an AI design tool a rough brief and a screenshot of a website this week. What came back was a polished, interactive landing page. Not a rough wireframe. An actual design with relevant copy, hover states, and responsive layouts....
Strawberry Farming Leverages AI and Robotics
MISUMI Group has partnered with U.S. vertical‑farming specialist Oishii Farm to provide AI‑enabled robotics and mechanical components for its Ametalas indoor strawberry operation. The collaboration uses MISUMI’s extensive catalog and its Fictiv subsidiary to supply precision parts that automate climate...
Accelerating Drug Discovery with “Paradigm Shifting” AI Model
A multi‑institution team led by Michigan State University unveiled GPS, a machine‑learning platform that predicts how a compound will alter gene expression from its chemical structure. Trained on millions of transcriptomic measurements across more than 70 cell lines, GPS screened...
Cyera Achieves FedRAMP High “In Process” Designation to Securely Accelerate AI Adoption
Cyera, an AI security platform, has earned a FedRAMP High “In Process” designation, moving it toward full federal authorization. The status reflects rigorous security reviews for handling Controlled Unclassified Information, positioning Cyera for government AI deployments. Its platform offers automated...
How Schneider Electric Is Streamlining Onboarding with WalkMe
Schneider Electric has expanded its use of WalkMe, a digital adoption platform, from a pilot in North America to a global solution that embeds on‑screen guidance across its SaaS tools such as SAP S/4HANA and Salesforce. The rollout, backed by...
Wunderkind Launches New Braze Integration to Turn Identity Into Revenue-Driving, Orchestrated Customer Journeys
Wunderkind has launched a new integration with Braze that embeds its AI‑driven identity resolution and high‑intent behavioral signals directly into Braze Canvas. The connection lets marketers turn anonymous web visitors into addressable Braze profiles, grow email lists in real time,...
AI-Powered Cohorting Is Quietly Reshaping How Real-World Evidence Gets Built
AI‑powered cohorting is redefining how real‑world evidence is generated by replacing manual SQL‑driven processes with modular, workflow‑based automation. The new approach decomposes cohort construction into discrete steps—intent interpretation, clinical concept mapping, temporal reasoning, execution, validation, and explanation—each handled by specialized...
Cargill Wins 2026 BIG Artificial Intelligence Excellence Award
Cargill has been honored with the 2026 BIG Artificial Intelligence Excellence Award, recognizing its extensive AI integration across the food and agriculture value chain. The company leverages tools such as Agriness, CattleView, CMAX and generative‑AI platforms like Ask Emma to...
AI Enhances Creative Therapy, Not Replaces Artists
Seems a category error to suggest you can’t work something out with the most useful tool we’ve ever had to work something out (ie simulate different scenarios quickly, look up threads quickly, challenge assumptions quickly) This argument is frustrating as it...
Loop Neighborhood Markets Deploys Tote’s Genie AI Agent in Early Step Toward Agentic Retail Operations
Loop Neighborhood Markets has rolled out Tote’s Genie AI agent, an AI‑native associate support tool that delivers instant answers on policies, POS operations, and maintenance. Since launch the system recorded zero escalations and 100% first‑contact resolution, handling inquiries via voice...
AI “Junior” Becomes 24/7 Employee, Reporting Everything
Meet 'Junior', The New AI Coworker Who Won't Stop Snitching To Your Boss "It's very much like a human employee, but a very extroverted, 24x7 worker for whom I don't need to set up payroll," said co-founder and Chief Executive Officer...
Pagaya (PGY) Targets 50% Profit Growth with AI Lending Platform
Pagaya Technologies (NASDAQ:PGY) announced at the Morgan Stanley TMT conference that it targets $100‑$150 million in GAAP net income by 2026, representing roughly 50 % profit growth. The company will rely on its AI‑driven lending platform, powered by a trillion‑record application dataset,...
Launch a $M Business in 90 Days with AI
If I had to start over tomorrow with nothing but a laptop and Claude, here’s how I’d build a multi-million dollar business in 90 days. I'd create a 5-person AI department that works 24/7. Let me introduce you to the team…
AI Fear Stems From Mistaking Tools for Jobs
Fear around AI often comes from misunderstanding what is actually changing. Jensen Huang argues that people confuse their job with the tools they use, when in reality tools evolve but the underlying role can adapt. The shift is not about losing purpose,...
Using AI for Fundraising Still Requires Human Strategy
Nonprofit development leaders are being bombarded with AI tools promising to automate fundraising, but experts warn that AI should augment, not replace, human strategy. AI excels at speeding up prospect research, grant prospecting, content drafting, and workflow automation, allowing staff...
US AI Training Risks Illegality, Undermining Global Dominance
if training AI isn’t fair use ↓ all US base models are now infringing & unlawful ...
Altman and Ive Team Up on Cognitive Hardware
So, whatever happens to this "big" idea? Are Sam Altman and Jony Ive Creating Cognitive Hardware? https://t.co/G9DgJPeVg0
Early Career Award Recipient Aleksandra Ćiprijanović Aims to Create Universal AI Analysis Framework
Aleksandra Ćiprijanović, a Wilson Fellow and associate scientist at Fermilab, received a 2025 DOE Early Career Award to develop a universal AI analysis framework for high‑energy physics. The project tackles the persistent domain‑shift problem where models trained on simulated data...
Havelock AI Parses Trump's Speech, Mostly Accurate with Minor Mislabels
Running Trump's speech last night through @Havelock_AI. Overall does very well. Not all span identifications are perfect. It flagged "Tonight, Iran's navy is gone" as a proverb, for example. But note the Self Correction in sentence 14, which is not...
Fix Real-Time AI Voice Lag with Right APIs
Got a hitch in your real-time AI voice app? That little lag throws off the experience. @anniewangtech figured out what was going on, and did a deep dive into the right APIs and patterns to apply. GREAT post. https://t.co/Xz0J6M0tcL https://t.co/Rmp0xlERUq
HubSpot Flips AI Pricing on Its Head with Outcome-Based Breeze Agents
HubSpot announced an outcome‑based pricing model for its Breeze Customer and Prospecting agents, moving costs from usage fees to performance results. Effective April 14, the Customer Agent will cost 50 cents per resolved conversation, down from $1, while the Prospecting Agent shifts...
Claude Code: A Revolutionary Breakthrough Rivaling Bitcoin
I’m not gonna lie Claude code has to be one of the most revolutionary things to happen to society since the creation of bitcoin
Established Firms Win by AI‑enhanced Products and New Ventures
Some of the biggest beneficiaries of AI will be established companies with a profitable business model that manage to leverage AI to make their existing products more compelling and even start new ones (like Adobe Podcast which is both new...
LLMOps in 2026: The 10 Tools Every Team Must Have
Large language model operations (LLMOps) have matured into a full‑stack production discipline by 2026, requiring specialized tools for everything from routing and observability to memory and real‑world integrations. The article highlights ten best‑in‑class solutions, including PydanticAI for type‑safe outputs, Bifrost...
MAI Suite Launches on Foundry: Best Transcription, Voice, Image Models
We’re bringing our growing MAI model family to every developer in Foundry, including … · MAI-Transcribe-1, most accurate transcription model in world across 25 languages · MAI-Voice-1, natural, expressive speech generation · MAI-Image-2, our most capable image model yet Start building: https://t.co/Mls2y7nRQT
Submit AI Industry Tips Confidentially via Email or Signal
Got a tip or documents about the AI industry? From a non-work device, contact me confidentially (off the record) at rebecca.bellan@techcrunch.com or Signal: rebeccabellan.491.
Exclusive: Miravoice, Builder Of An AI ‘Interviewer’ To Conduct Phone Surveys, Raises $6.3M
Miravoice, a California startup, announced a $6.3 million seed round led by Unusual Ventures, with participation from Neo, 25madison and angels from Ramp, PubMatic, Atlassian and Google. The company’s AI‑powered voice interviewer can run long‑form phone surveys—over 120 questions and 40 minutes—across...
Stop Waiting: AI Must Drive Immediate Sales
Rethinking the Sales Process: Why “Wait and See” AI is Failing Your Revenue Goals by @Timothy_Hughes https://t.co/7UsnSpKjGN @DLAIgnite #SocialSelling #DigitalSelling #Sales #SalesTips #SalesLeader #Salesforce #SalesEnablement #Marketing #Leadership #MarketingStrategy #ArtificialIntelligence
AI as Second Reader Boosts Breast Screening Accuracy
Impact of using artificial intelligence as a second reader in breast screening including arbitration https://t.co/15eScV9DfT
GoDaddy and LegalZoom Partner to Support Open Agentic Web
LegalZoom and GoDaddy have partnered to publish LegalZoom’s first AI agent using GoDaddy’s public implementation of the Agent Name Service (ANS), an open standard that leverages DNS and PKI for verifiable identity. The LegalZoom agent, built on a Model Context...
Coinbase AI Payments Protocol Joins Linux Foundation Alliance
JUST IN: Coinbase’s AI payments protocol x402 joins the Linux Foundation with Google, Stripe, and AWS to standardize high-frequency, micro AI transactions https://t.co/nL9YqAaVsW
Microsoft’s New ‘Superintelligence’ Game Plan Is All About Business
Microsoft has appointed its first CEO of AI, Mustafa Suleyman, to steer a "superintelligence" agenda centered on business value. A March restructuring merged enterprise and consumer AI groups under the Copilot banner, freeing Suleyman to focus on frontier models. The...
I Built Two Apps with Just My Voice and a Mouse - Are IDEs Already Obsolete?
Software developer David Gewirtz demonstrates that AI‑driven voice and terminal workflows can replace traditional integrated development environments. By prompting an AI assistant through Wispr Flow and using iTerm2, he built two multi‑platform Apple apps— a filament‑management tool and a sewing‑pattern manager—within...
AI's Strangeness Matters: Don't Simplify It to IT Automation
My piece in the Economist where I argue against de-weirding AI. It is a strange technology with both risks & opportunities that need to be discovered. Pretending AI works like normal IT automation can result in bad outcomes for companies...
Abundance of AI Threatens Depth of Meaningful Thought
🤔Can "too much" and "too easy" undermine what makes thought meaningful? 💡AI and the Abundance Bubble https://t.co/Uc4MgjZT1b
Lower Your Risk and Increase Control of AI in Your Company, with Yoav Crombie of AGAT Software, Creators of PragatiX
Yoav Crombie, co‑founder of AGAT Software, identified two core hurdles slowing AI adoption: data privacy concerns and the need for granular control over AI behavior across regions. To address these, AGAG launched PragatiX, a platform that encrypts sensitive inputs while...