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
RSAC 2026: Reflections on a Security Show That Became an AI Showcase
RSA 2026 turned into an AI‑centric event, with security serving as the backdrop. Attendees heard concrete announcements on runtime guardrails, red‑team testing, and lifecycle controls, signaling that AI security is moving from theory to operation. Vendors touted unified integrations of AI, identity, and cloud, while the market debated the emerging agentic SOC and the nascent concept of machine identity. The rise of AI governance as a distinct buying category underscored that organizations now treat AI like critical infrastructure.
How to Build and Evolve a Custom OpenAI Agent with A-Evolve Using Benchmarks, Skills, Memory, and Workspace Mutations
The tutorial walks through building a custom OpenAI‑powered agent using the open‑source A‑Evolve framework in Google Colab. It shows how to set up the repository, define a strict system prompt, create a miniature benchmark of text‑transformation tasks, and implement a mutation...
SigReg Loss Boosts Stable Pixel‑based World Models
Paper review: LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels https://t.co/TpFFnwPWkc Nice clean github: https://t.co/HOuqEf0HaF This is the application of the LeJEPA results to world models, trained offline on experience from three different robotics style tests with one to two million steps in...
Oracle and NetSuite Bring AI Into Restaurant Operations as Industry Seeks Unified Systems
Oracle and NetSuite unveiled an AI‑driven restaurant operations platform that consolidates financial, inventory, procurement and workforce data into a single cloud environment. By integrating point‑of‑sale inputs from Oracle Simphony, the solution offers a real‑time "single source of truth" for operators...
OpenClaw Has 500,000 Instances and No Enterprise Kill Switch
OpenClaw, an AI‑driven personal assistant, has exploded to roughly 500,000 internet‑facing instances, with more than 30,000 showing clear security gaps. A UK CEO’s unencrypted OpenClaw workspace was listed for sale on BreachForums, exposing conversations, production databases, API keys and personal...
AI Agents Turn Environment Into Attack Surface
AI agents don’t just inherit LLM risks — they amplify them. I came across an interesting paper: “AI Agent Traps.” Most discussions still focus on prompt injection. That’s already incomplete. Because once agents have: - autonomy - persistence - tool access...
Schneider Electric Federal Solutions Deliver AI-Ready Data Centers
Schneider Electric Federal is delivering AI‑ready data‑center solutions that address the unprecedented power density required by federal agencies. The company emphasizes turnkey, utility‑to‑the‑rack offerings and public‑private partnerships to modernize outdated infrastructure. A flagship $114 million energy‑savings performance contract at Naval Base...
Google Drive Expands AI Ransomware Detection, File Recovery to More Users
Google has moved its AI‑powered ransomware detection and built‑in file recovery for Drive from beta to general availability. The new model claims to spot 14 times more threats and automatically pauses Drive for desktop syncing when encryption activity is detected. A...
Caltech Researchers Claim Radical Compression of High-Fidelity AI Models
Caltech professor Babak Hassibi and his team at PrismML announced a 1‑bit large language model that compresses model size by orders of magnitude while preserving benchmark performance. The technology, unveiled Tuesday, was released as open‑source code, allowing developers to integrate...
Rocketlane Launches Nitro to Automate Professional Services Delivery
Rocketlane introduced Nitro, an AI‑driven execution layer that embeds autonomous agents into its Professional Services Automation (PSA) platform. The new module automates repeatable delivery tasks such as configuration, data migration, testing, and documentation, linking execution directly to resource tracking and...
April 2026 ITL FOCUS: Underwriting
Generative AI, first introduced to underwriting in late 2022, has rapidly accelerated efficiency by automating data collection and triaging submissions. Recent AI agents now perform actions on behalf of underwriters, enabling continuous underwriting that flags real‑time changes such as a restaurant...
AI Extracts Clean Data From Crumpled Receipts Automatically
Perceptron AI @perceptroninc walked me through something that solves a problem most tools still get wrong. Physical receipts → structured data. Automatically. They ran a demo: photos of crumpled, faded, oddly-formatted receipts. Line items, totals, dates, and vendor extracted cleanly — output...
AI Disruption Fears Hitting Secondaries Portfolios Along With War
AI‑driven disruption and heightened geopolitical risk are prompting secondary market investors to re‑evaluate private‑equity fund portfolios. Sellers face tighter pricing as buyers demand deeper due‑diligence on AI‑exposed assets. War‑related supply chain shocks further compress valuations, especially in consumer‑focused funds. The...
AI Cuts Drug Discovery From Years to Months
I joined Sam Fazeli for the latest episode of Bloomberg Intelligence's Vanguards of Healthcare podcast and talk about our partnership with Eli Lilly and why I believe algorithmic approaches are reshaping the earliest stages of pharmaceutical R&D. The biggest impact...
What Separates a Good Finance Agent From a Weekend Project? Inside Sage's AI Architecture with CTO Aaron Harris
Sage’s CTO Aaron Harris detailed a finance‑focused AI architecture that relies on small, domain‑specific language models rather than generic frontier models. By training 7‑billion‑parameter models and wrapping them in an "arbiter" firewall, Sage reduces inference costs by roughly 97 percent...
Choose Builder or Investor: No Sidelines in 2026
Wealth creation has never been more attainable than in 2026. Right now everyone has two choices: 1) Be the builder - use the tools like Claude code and codex. Find problems, build apps, help with ai migration 2) Be the investor...
AI Identifies Multiple Dementias From One Blood Sample
Researchers at Lund University have unveiled a deep joint‑learning AI model that can simultaneously identify five neurodegenerative conditions—including Alzheimer’s, Parkinson’s, ALS, frontotemporal dementia, and prior stroke—from a single blood sample. Trained on the Global Neurodegenerative Proteomics Consortium’s database of over...
AI Boosts Grades, but Erodes True Learning
🚨 The AI Learning Trap When artificial intelligence helps students succeed but not learn. 👉AI boosted student performance 40 percent, but scores dropped 17 percent once the tool was removed. 👉Effortful learning builds critical brain connections that frictionless AI delivery may bypasses. 👉AI...
DHS RIVR Tests Selfie Verification and Liveness Detection on Consumer Smartphones With Five Vendors Meeting All Goals
The U.S. Department of Homeland Security’s Remote Identity Validation Rally (RIVR) completed a large‑scale test of selfie‑to‑document matching and liveness detection on consumer smartphones. Sixteen vendors were evaluated with 1,632 volunteers using iPhone 14, Google Pixel 7 and Samsung Galaxy...
AI Detects Atomic Defects, Revolutionizing Material Design
AI is now being used to see what was previously invisible. MIT researchers have developed a model that can detect atomic-level defects in materials, helping improve strength, heat transfer and energy efficiency. This is where AI goes beyond data. It starts to...
Wiliot Builds Its Physical AI Supply Chain Platform on Databricks to Operationalize Item-Level IoT Data
Wiliot announced a Built‑On partnership with Databricks, moving its Physical AI supply‑chain platform onto the Databricks lakehouse. The shift lets the company ingest and govern massive item‑level IoT Pixel data streams in a unified environment. By leveraging Databricks’ compute and...
Bet365 Partners with TestMu AI to Accelerate Global Release Velocity with Agentic AI Quality Engineering
bet365 has partnered with TestMu AI, the first full‑stack Agentic AI Quality Engineering platform, to consolidate its software testing across a single interface. The collaboration gives bet365 access to over 3,000 browser/OS combinations and more than 10,000 real iOS and...
Claude Code's Source Code Leaks Via Npm Source Maps
A security researcher uncovered the entire Claude Code repository after source maps in its npm package exposed a Cloudflare R2 bucket containing every file. The leak reveals a sophisticated architecture: a 40‑tool plugin system, a 46,000‑line query engine, multi‑agent “swarms”, an IDE...
HIMSSCast: Nurturing National Standards for AI in Patient Care
The Nursing and Artificial Intelligence Innovation Consortium, led by FSU Dean Jing Wang, is tackling the gap between laboratory‑tested AI tools and real‑world nursing workflows. It aims to create national standards that embed nurses in AI‑enhanced clinical processes, ensuring predictions...
Kenyan AI Startup Bets on Local Dialects as Proof Gap Remains
Map Maven GMB, a Nairobi‑based AI startup founded in 2025, has launched Kaya, a 70‑billion‑parameter LLaMA‑based large language model fine‑tuned on Kenyan dialects, alongside a voice agent called Sauti deployed at Natcon SACCO. The firm also offers Daraja Connect, a...
Zendesk Acquires Forethought
Zendesk announced the acquisition of Forethought, an AI‑agent platform, though financial terms were not disclosed. The deal enables Zendesk to embed self‑improving AI agents across chat, email and voice channels. Customers will soon access the new Forethought AI Agents, which...
Invoca Launches AI Voice Agents
Invoca unveiled an AI Voice Agent that leverages real‑time buyer‑journey data to capture caller intent before a call begins, qualify leads, and route high‑intent prospects to the appropriate sales representative. The company also expanded its AI Messaging Agent, enabling automated...
AI Turns Companies Into Solo Startups, Redefining Hiring
The Rise of the One-Person AI Startup: China’s Experiment and the Evolution of Hiring in the US Talent Market https://t.co/RuSZhkDbBC AI is compressing companies into solo startups. China is accelerating this shift while top talent goes independent and becomes harder...
Why Your AI Adoption Scorecard Is A False Proxy
In this 6‑minute episode, Dr. Jonathan warns that many companies are using AI adoption scorecards that measure tool usage rather than the quality of decisions AI enables. He explains the proxy problem—when a metric like hours logged or reports generated...
NAB Show: Mediagenix To Highlight AI-Driven Title Management & Scheduling
Mediagenix will showcase its AI‑driven content platform at the NAB Show in Las Vegas, highlighting a Semantic Intelligence layer that unifies discovery, scheduling and monetization. The new suite includes AI‑enhanced title and rights management, a dynamic schedule optimizer that respects...
Vention Launches Rapid Operator AI
Vention has commercially launched Rapid Operator AI, a turnkey system that automates deep‑bin picking for mid‑market and enterprise manufacturers. Built on the company’s Generalized Robotic Industrial Intelligence Pipeline (GRIIP) and NVIDIA Isaac models, the solution detects random parts, estimates 6‑DoF poses,...
Gloat Enters The Crowded War For AI Agents in HR
Gloat, a leader in skills intelligence and talent marketplaces, announced the launch of Gloat Agentic HR, an AI‑driven agent platform for human‑resources functions. The new toolset promises to embed corporate business rules and security controls into automated talent‑matching and mobility...
Could Retrieval-Augmented Generation with Large Language Models Help Make Local Zoning Codes Easier to Navigate?
Researchers at Urban tested retrieval‑augmented generation (RAG) with large language models on Minneapolis' 467‑page zoning code to see if AI can simplify permit queries. The benchmark showed that RAG‑enhanced models returned more accurate, context‑aware answers than baseline LLMs. City officials...
AI-Built Intrabodies Target Alzheimer’s Within
University of Essex researchers used artificial intelligence to redesign antibody fragments, creating "intrabodies" that remain stable inside human cells. By adjusting electrical charge, they converted 672 antibodies into intracellularly functional molecules that bind disease‑causing proteins linked to Alzheimer’s, Parkinson’s, Huntington’s...
🔴 Career Brew (🎓☕) - 31st Mar - 58 Hottest Early to Mid Career Jobs - Do Not Miss
The Career Brew newsletter highlights 58 early‑to‑mid‑career openings, emphasizing high‑paying AI/ML positions at firms like Uber, Google, and Sigma Computing. Salaries for senior AI roles reach up to $270,000, while data, finance, and product roles also feature six‑figure compensation. The...
AI in Hospitality: The Shift From Exploration to Execution
Hospitality operators are moving from AI pilots to full‑scale deployment, according to Canary’s 2026 AI in Hospitality Report. Seventy‑one percent of surveyed IT leaders now report transformative impacts on daily operations. Budgets for AI tools are expanding across hotel categories...
Leaked Claude Code Reveals Hidden Always‑On AI KAIROS
i can't believe more people aren't talking about this part of the claude code leak there's a hidden feature in the source code called KAIROS, and it basically shows you anthropic's endgame KAIROS is an always-on, *proactive* Claude that does things without...
Founders Becoming Automated: A Documentary-Worthy Revolution
Built startups with human founders. Built copilots for teams. Now watching founders get automated. What @marik and the @feltsensefund team are pulling off is unlike anything I have seen. There should be a documentary about this.
Human Judges Teach AI to Appreciate Aesthetics
Machines do not naturally have taste. By having human experts rate AI on actual aesthetics rather than raw accuracy, the folks at @Contra labs are building something truly special 👀 https://t.co/scY1aEj3T0
AI Safety Cannot Depend on Secrecy and Control
The idea that “AI safety” could be based on secrecy and control has been fatally falsified.
AGI Declaration Inevitable, Yet Current AI Lags Human Intelligence
It's inevitable that the labs will declare AGI at some point. It's also clear that what we have now, while utterly amazing in so many ways, still lacks significant capabilities of human intelligence.
Healthcare Embraces AI Twice Faster Than Other Sectors
Healthcare is adopting AI at 2x the rate of other industries. Lenovo’s Healthcare CTO calls it “assistive intelligence.” What that means for the hospital of the future. 👉 https://t.co/eGplzkBn4T @Lenovo @DukeHealth #CES2026 #HITSM
AI Regulation Mirrors Nuclear Non‑proliferation’s Flawed Moratorium
Good piece on the problem with a datacenter moratorium and the limits of nuclear non-proliferation as an analogy to regulating AI https://t.co/UVjiO0pBBM
Apple's Siri AI Chatbots Face Significant Risk
Apple might soon add AI chatbots that run inside Siri, but there could be a lot of risk involved. https://t.co/FIZilnbhUd
AI Agent Identity Layer: Next Cybersecurity Frontier
I recently joined @reckless on @DecoderPod to discuss the “SaaSpocalypse,” the future of software, and why the identity layer for AI agents could become the biggest category in cyber. Really enjoyed this conversation: https://t.co/afZ84f2ymM
AI's Real Gold Lies in Boring Business Tools
Everyone's building AI wrappers around ChatGPT. Nobody's building AI wrappers around the boring stuff that actually makes businesses money — invoices, forms, scheduling, inventory. The boring stuff is where the real opportunity is. Unglamorous software wins.
Applying AI‑Native Development Workflows to All Knowledge Work
Has anyone taken a stab at mapping AI-native software development workflows to knowledge work more generally? I'm thinking of @Steve_Yegge Beads or Gas Town workflows applied to something other than software development. This feels potentially fruitful...
FlexClip AI: Versatile, Accessible Video Creation Platform
RT @MktgtTechAI Review: FlexClip AI Video Platform [NEW POST] https://t.co/CtzT3w39KU @FlexClipApp stands out a versatile, accessible #AI video and content creation platform--with one key differentiator.
Simplicity Drives Successful AI Initiatives
Keep It Simple: How To Design And Run A Successful #AI Initiative by @kedkorte @Forbes Learn more: https://t.co/6uhnNgc9q2 #ArtificialIntelligence #MachineLearning #ML https://t.co/IY6YlhLnY6
ChatGPT Drives 3× Shopify Conversion Before Integration
ChatGPT referrals to our client Shopify stores were virtually nonexistent in March 2025. By December, one store hit 2,183 sessions from ChatGPT with 140 orders. That's a 6.4% conversion rate, roughly 3x the typical Shopify average. These are high-intent visitors....