Today's AI Pulse
AI agents challenge existing cybersecurity frameworks
Multiple outlets report that emerging AI agents are being used to probe and stress‑test current cybersecurity controls, exposing gaps in governance and risk management. The coverage highlights concerns that ungoverned AI could bypass traditional defenses and calls for new security standards.
Also developing:
By the numbers: OneRobotics acquires Nanoleaf for $40M
GitLab Duo CLI: Agentic AI for the Development Lifecycle, Now in the Terminal
GitLab has launched the Duo CLI in public beta, extending its AI‑driven Duo Agent Platform to the terminal. The tool offers two operating modes—a chat‑based interactive mode and a headless mode for scripts and CI/CD pipelines. It integrates security guardrails such as human‑in‑the‑loop approval, prompt‑injection detection, and composite identities. The CLI is available to free, Premium, and Ultimate GitLab customers through built‑in credit allocations.
Broadcom to Build Custom TPUs for Google AI Racks
Broadcom $AVGO just said it has entered into a long term agreement with Google $GOOGL "for Broadcom to develop and supply custom Tensor Processing Units (“TPUs”) for Google’s future generations of TPUs and a Supply Assurance Agreement for Broadcom to...
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Why Harness AI Uses a Knowledge Graph, Not Raw APIs
Harness AI agents now rely on a schema‑driven Knowledge Graph instead of raw Model Context Protocol (MCP) API calls. By modeling entities, relationships, and field metadata, the platform can answer multi‑module queries with Harness Query Language (HQL) in just two...
When Will Anthropic Surpass NVIDIA?
Anthropic reported an additional $10 billion in revenue last month, putting its annual run rate at roughly $10 billion—achieved in under four years, far faster than traditional SaaS firms. By contrast, NVIDIA generates $215 billion in annual revenue and trades at a 22‑times...
Taiwan’s Next Strategic Opportunity
Nvidia’s GTC highlighted a strategic pivot toward space‑based AI computing, featuring Starcloud’s orbital data centre equipped with an H100 GPU. The event emphasized tokens as the new unit of AI efficiency, while showcasing embodied AI through robots and digital twins....
Microsoft Brings Power Apps Closer to M365 Copilot with Structured Data Access
Microsoft announced a public‑preview feature that links Power Apps with Microsoft 365 Copilot, allowing users to interact with model‑driven apps through natural language. The integration lets users view, edit, and create records directly from the Copilot chat interface, eliminating the need to...
Overcoming Inference Challenges
Enterprises scaling large language model (LLM) inference face mounting operational complexity as model variants multiply and GPU fleets span from H100s to T4s. Manual, guess‑and‑check deployments waste expensive GPU capacity, cause latency spikes, and hinder reliable Day 2 operations. Red Hat Services...
AI Agent Observability: The Developer's Guide to Agent Monitoring
AI agents require observability that goes beyond traditional APM metrics, capturing every LLM call, tool execution, and sub‑agent handoff. The OpenTelemetry `gen_ai` semantic conventions provide a standardized span model—`gen_ai.request`, `gen_ai.invoke_agent`, and `gen_ai.execute_tool`—enabling structured tracing and unified dashboards. Sentry’s auto‑instrumentation supports...
AWARD Lab GenAI Sprint Launches with Leonardo.ai and OMA
AWARD has teamed with Leonardo.ai and the Outdoor Media Association to launch the first AWARD Lab GenAI Sprint, a competition for AWARD Crash and Uni alumni that runs May 7‑9. Teams use Leonardo.ai to generate creative concepts for a non‑profit brief...
Singapore: Corporate Lab to Advance Automotive AI Innovation
Singapore launched the AUMOVIO‑NTU Corporate Lab to accelerate AI‑driven transformation in the automotive sector. Since 2019 the lab has generated 131 research papers, filed 104 patents and earned 10 patent awards, demonstrating a strong output pipeline. Its flagship AI Pathfinder...
Hong Kong: Secure Edge AI with Compute-in-Memory Innovation
University of Hong Kong researchers unveiled a Co‑Located Authentication and Processing system that merges compute‑in‑memory with hardware‑based security using memristors. The architecture eliminates the von Neumann bottleneck, delivering a 146‑fold boost in energy efficiency and an 18‑fold reduction in chip area...
True Partnership Targets AI Adoption in Thai Companies
True Digital Academy has teamed up with global consultancy Thoughtworks to launch an AI‑first transformation program for Thai enterprises. The partnership introduces a turnkey framework built around the academy’s PromptSphere model, targeting people, technology, and business pillars. It blends curriculum...
Open-Source VoxCPM 2 Delivers True Concept‑to‑
🚨 The new era of Open-Source TTS is here. @OpenBMB's VoxCPM 2 just dropped and it changes the game for voice synthesis. We are moving past fixed speaker presets to true "Concept-to-Voice" generation. Just describe the voice you want in text, and...
Deepfakes And The Future Of Litigation: Are We Ready?
Deepfake technology is entering courtrooms, forcing judges and lawyers to confront fabricated video and audio evidence. The article outlines three potential judicial responses and highlights the “liar’s dividend,” where repeated exposure to fakes erodes trust in all digital proof. It...
New Survey Explores Women’s Willingness to Pay for Breast Cancer AI
A new JACR survey of 2,500 women aged 40 and older examined willingness to pay for AI‑enhanced mammography. Participants faced price points of $50, $200 and $500 and varied information frames, with 27% opting in when shown an advertisement and...
LLM Hallucination Rate Actually 4.6%, Not Near Zero
This ML Prof told me that the hallucination rate for frontier reasoning LLMs is “next to nil” And then gave me data, only after I pushed him, showing a best-case rate of 4.6% (which of course is benchmark specific). 4.6% is not...
From Folding Boxes to Fixing Vacuums, GEN-1 Robotics Model Hits 99% Reliability
Generalist unveiled GEN‑1, a physical AI robot that reaches 99% success on delicate, repetitive tasks such as folding boxes, packing phones, and servicing robot vacuums. The system leverages over half a million hours of human‑captured manipulation data via wearable "data...
Fake AI Images Mistaken for Artemis Photos Surge
The number of fake AI generated things that people are believing are photos from Artemis is unreal.
Rapid AI Evolution Collides with Sophisticated Scams
Thailand’s financial sector is moving into a "Banking 5.0" era where generative AI shifts from experiment to core infrastructure, accelerating automation, fraud detection and personalized services. Regulators, led by the Bank of Thailand, are deploying AI‑based supervision to shift oversight from...
AI Software More than Halves Hospital's MRI Exam Times
Experts at the Antoni van Leeuwenhoek Hospital in Amsterdam have integrated AI‑driven synthetic imaging software into their MRI scanner, cutting abdominal exam times from roughly 23 minutes to nine minutes. The AI fills in missing slices, allowing technologists to acquire...
AI Outcomes Inconsistent
Australian governments are deepening digital transformation, with AI usage rising to 70% of public‑sector staff, up from 58% a year earlier. While AI now supports document handling, data analysis and decision support, agencies report uneven results when AI is layered...
Symbolic Learning Reverses Code, Beats Curve‑Fitting
With curve-fitting, you are recording a lossy approximation of the output of some generative program. With symbolic learning, you are losslessly reverse-engineering the source code of the generative program. Symbolic learning won't be the best fit for all problems, but for...
Premier Health Launches 2 Clinical Decision-Support Tools
Premier Health, a five‑hospital system in Dayton, Ohio, is deploying two AI‑driven clinical decision‑support tools across its network. The first, UpToDate Expert AI, merges evidence‑based medical content with advanced artificial intelligence and has received approval from the system’s AI governance...
Anthropic Tops $30 Billion Run Rate, Seals Broadcom Deal
Anthropic announced its revenue run rate has surpassed $30 billion, a dramatic rise from $9 billion at the end of 2025. The surge is driven by accelerating demand for its Claude AI services, with more than 1,000 enterprise customers now spending over...
Turning AI Ideas Into Reality at SAP: What to Do Next?
SAP announced a comprehensive AI roadmap for its Human Capital Management suite, unveiling a unified AI platform that embeds generative models across recruiting, talent management, and employee experience. The company emphasizes data hygiene, pilot‑scale experiments, and robust change‑management as prerequisites...
Autonomous Agents Pose a New Large‑scale Threat
An agent with a goal and agency can do real damage. We used to worry about compromised accounts. Now we need to worry about autonomous decision-making at scale. That is a very different risk model.
The Danger in the Global South’s Pursuit of AI as a Magical Cure
Western nations are grappling with an AI backlash, dubbed a "botlash," focused on bias, privacy, and environmental costs. In contrast, governments across the Global South champion AI as a cure for poor governance, corruption, and sluggish development, embedding it in...
AI Is Now Taking over Game Servers, and Stormgate Is the First Casualty
Multiplayer servers for the RTS Stormgate will go offline at month‑end after its hosting partner Hathora was acquired by AI firm Fireworks AI, which is repurposing the infrastructure for AI inference. Frost Giant Studios will release an offline‑only patch but...
“The Problem Is Sam Altman”: OpenAI Insiders Don’t Trust CEO
OpenAI unveiled a draft industrial‑policy agenda that includes $100,000 research fellowships and up to $1 million in API credits to steer AI toward public benefit. Simultaneously, The New Yorker published an investigation based on over 100 insider accounts that question CEO...
Biological Intelligence: Strategic Rationale for Anthropic's $400 Million Acquisition of Coefficient Bio
Anthropic announced a $400 million all‑stock acquisition of Coefficient Bio, a boutique AI‑biology startup with fewer than ten employees. The deal gives Anthropic a proprietary vertical model based on Discrete Walk‑Jump Sampling (dWJS), enabling high‑success‑rate protein design and end‑to‑end drug‑discovery workflows. Valued...
SAP and ODI Team Up to Make Enterprise Data AI‑Ready
SAP and the Open Data Institute (ODI) have launched a global program to create AI‑ready data foundations for enterprises. The initiative underpins IDEA (Interchange for Data and Enterprise AI), a neutral framework that defines governance, semantics, and lineage across heterogeneous...
Unlock Efficient Model Deployment: Simplified Inference Operator Setup on Amazon SageMaker HyperPod
Amazon announced the SageMaker HyperPod Inference Operator as a native EKS add‑on, delivering one‑click installation and managed upgrades. The operator automates IAM role creation, S3 bucket provisioning, VPC endpoint setup, and required add‑ons, removing the need for complex Helm charts....
Visual Studio Code 1.114 Streamlines AI Chat
Microsoft released Visual Studio Code 1.114, adding video playback to the AI chat image carousel and a new Copy Final Response command that extracts the last Markdown block from chat replies. The #codebase tool is now dedicated exclusively to semantic...
Designing an AI-Ready Accounting Function
Gartner’s Finance Symposium 2026 outlines five imperatives for building an AI‑ready accounting function. It calls for shifting from periodic, manual tasks to continuous, machine‑driven processes that enable faster, more accurate reporting. The firm stresses that by 2030, 90% of finance...
AI Fabricates False Causality, Undermining Verifiable Truth
🚨AI and the Emergence of Non-Causal Reality 👉How AI is severing cause from effect. 📌AI can create the appearance of cause and effect in situations where none actually exists. 📌Hallucinations, sycophancy, and deepfakes can look real, but none of them are. 📌This creates...
UAE Emerges as AI Powerhouse with Strong Long-Term Outlook
Three years from now, we’ll look back at this and call it what it is, a blip. Nothing is stopping the momentum in this region. The UAE is becoming a powerhouse in AI and the economics are simply too strong to ignore....
Meta Will Soon Release New AI Models Developed by Alexandr Wang
Meta’s Superintelligence team is poised to launch its first AI models, developed under the leadership of Alexandr Wang, who joined after Meta’s $15 billion acquisition of Scale AI. The models are slated for an open‑source license, signaling Meta’s effort to regain...
Full 35‑Minute Walkthrough of My AI Chief of Staff
A few people told me if I did a full walkthrough of my AI Chief of Staff setup in Claude Code they would watch it. So I did. 🎥 35 minutes of my full AI setup ↓ https://t.co/SBz2GTZVyt
Anthropic Poised to Outpace Salesforce in Revenue
Seems probable that Anthropic passes Salesforce in revenue this year. I know not technically SaaS, more like intelligence as a service, but the fastest scaling enterprise software company in history is telling.
Survey: Manufacturing Workers Are Skeptical of Adopting AI
A PwC‑Manufacturing Institute survey of over 100 manufacturing leaders reveals deep skepticism toward AI on the shop floor. While 48% rate frontline leaders as effective, 54% lack confidence in those leaders’ ability to steer AI change, and 62% of workers...
Updated Chart Highlights Need for New Heading
Claude Code updated the @EpochAIResearch chart for me; I think the heading needs to change. https://t.co/ilbsXFvPSs
Claude's Corporate Spend Doubles in Two Months
Anthropic just announced that in February 500 companies were spending $20k pw on Claude ($1m annualized run rate). Just two months later that number has doubled to 1,000. Pretty insane
Universal AI Access Raises Competition and Performance Standards
Yes. I often find the piece missing from the convo of “x people can do so much more with AI” misses the 2nd order effects of competition. The bar just increases when everyone has access to the same tech.
Anthropic's Run‑Rate Jumps $21 B in Q1
Anthropic added $21B in annual run-rate in Q1 of this year. Insane, unprecedented growth. https://t.co/b97DnzRRFp
AI Reply Problems Have Worsened Recently
I haven’t spent much time here recently, so probably catching up , but the ai replies issue has sure got a lot worse over the last few weeks
New Results Closely Match My Anthropic Model
They are tracking very closely to the model I built on Anthropic in this note. https://t.co/cspnwjWdqN
GitHub's Dominance Faces Cracks and AI Disruption Risk
GitHub is clearly super important developer infrastructure, and nothing replaces it anytime soon. But there are cracks. In uptime. In suitability for AI volume and use cases. And in company focus. There's disruption possibility. @GergelyOrosz explores: https://t.co/EjK7sA4FJ0
AI Self‑Improvement Likely Outpaces Biological Evolution
when do we see self-improvement in AI research vs. biology? @LiamFedus, Cofounder @periodiclabs and former lead of post-training OpenAI, on @NoPriorsPod https://t.co/NdyTDy1ynR
Optimistic About AI, Yet Skeptical of Near‑Term AGI
"Two Hours of AI Optimism - Grounded in Reality". My opening talk at @Abundance360, with demos of Google tools by @DynamicWebPaige. I explain why I'm bullish on AI and yet skeptical of near-term AGI or fast take-off to super-intelligence. https://t.co/flutju2hNj
AI Data Centers Heat Threatens 340 Million Lives
Hyperscale AI data centers produce significant local heat, affecting over 340 million people and creating immediate environmental challenges globally. https://t.co/cxKt3HeQQk