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
Shifters Raises $10.2M Seed Round Led by Ace Capital Partners
Autonomous ground robotics startup Shifters announced a $10.2 million seed round to accelerate AI-powered robotic teams for defense and security. The round was led by Ace Capital Partners with participation from Aurelius Capital Management, Corner Ventures, Arkin Capital, STEP World and Fresh Fund. Funds will support agentic AI development, manufacturing readiness, and international expansion.
Increasing Compute and Tools Obscure True Model Capabilities Pre
Critical point... For example, inference gain (more compute at test time), systems gain (scaffolds, tools, agents), and asset gain (pairing a model with restricted data or hardware) all make it harder to elicit a model's real capabilities before release. Further...
Apoha Delivers 90% Precision Antibody Discovery Using Tiny Samples
Shamit and Anshika built Apoha years before behavioural data was a phrase anyone used, and years before physical-world AI became the conversation it is now. The science wasn't fashionable, the category didn't have a name, and they built quietly while...
Ingenix Raises $14.2M in Seed-Extension Round Led by Sofinnova Partners
Warsaw-based AI biology company Ingenix announced a €13 million ($14.2 million) seed‑extension financing round led by Sofinnova Partners, with participation from Inovo VC and OTB VC. The funding will be used to scale its Biological Reasoning Engine and broaden access to pharma...
Keynote: From Open Source to Agentic Systems: Building the AI Native Era - Brendan Burns
Microsoft engineering leader Brendan Burns framed the current transition from a cloud-native to an AI-native era as built on decades of open-source and cloud-native collaboration, praising neutral foundations like the CNCF and the newly formed Agentic AI Foundation. He outlined...
SHOCK PROPOSAL: Major City Weighs CONTROVERSIAL Limits on AI
New York state lawmakers are poised to approve a first-in-the-nation moratorium on new data centers, imposing a one-year pause to allow for environmental review, public comment and local bargaining with unions. The draft legislation would also require approved data centers...
Why the AI Policy Debate Should Focus More on the Harness and Protocol Layers
The conversation between Justin Hendrickx and Mozilla CTO Rafi Greorian centers on a pivotal shift in software security: while AI has made writing code trivial, it has simultaneously democratized bug discovery, turning vulnerability hunting into a commodity. Greorian cites Anthropic’s...
How Agentic AI Is Reinventing Brand Customer Experience, with Adobe's CMO
At Adobe Summit, chief marketing officer Lara Balash unveiled Adobe CX Enterprise, an agentic‑AI‑powered layer that orchestrates creative, production and data agents across the entire customer‑experience workflow. The platform promises to eliminate manual bottlenecks—from briefing to multi‑channel asset generation—allowing marketers...
Stop Writing Your Content Manually #ai #productivity #automation
The video showcases how AI can replace manual content creation by pulling from personal knowledge bases. Founder Alex Lieberman of Morning Brew’s 10X consulting uses a workflow that harvests Slack messages, Obsidian notes, and Granola’s API to auto‑generate social posts. Lieberman...
Jensen Huang Sparks 'Jensanity' At Computex in Taiwan
At Computex in Taiwan, Nvidia CEO Jensen Huang delivered a high‑energy keynote that blended product reveals with bold market predictions, turning the trade show into a showcase of both silicon horsepower and corporate influence. Huang proclaimed Marvell’s ascent to a trillion‑dollar...
A Federal AI Consortium Reemerges with a New Name, Scope and Call for Members
NIST has rebranded its federal AI consortium as the NIST Artificial Intelligence Consortium, saying the group will broaden its measurement and innovation remit and is recruiting new members after growing from roughly 200 to about 280 partners. The change continues...
This Simple Reddit + AI Audience Research Workflow (Every Marketer Needs This)
The video walks marketers through a three‑step, browser‑only workflow that turns Reddit into a live focus group. First, you search site:reddit.com with a niche keyword, then append "/.json" to each promising thread URL to retrieve clean, structured data. Second, you...
Optimize, Deploy, and Benchmark an Open-Source LLM with vLLM
The video announces a new course, co‑created with Red Hat and taught by Sergey Kliger, that focuses on deploying open‑source large language models (LLMs) efficiently using the vLLM serving system. It explains the core memory bottlenecks of massive models—e.g., a 70‑billion‑parameter LLM...
Ukraine Is Now the World's AI War Lab | DW News
The video frames Ukraine as the world’s first "AI war lab," highlighting a March 2026 launch of an online portal that grants allied governments and defense firms access to more than two million hours of combat drone footage—equivalent to 228...
Microsoft Unveils Seven New MAI Models, Boosts In‑House AI with Frontier Tuning
Microsoft announced the release of seven new Microsoft AI (MAI) models, making them available on Azure Foundry, OpenRouter, Fireworks and Baseten. The rollout introduces Frontier Tuning, a reinforcement‑learning framework that lets customers train models on their own workflow data, and...
Perplexity Launches Search as Code, a Programmable Search Primitive for AI‑Driven DevOps
Perplexity AI announced Search as Code (SaC), a programmable search architecture that exposes search stack components as SDKs for AI agents. The move aims to replace monolithic search pipelines with fine‑grained, code‑driven retrieval, a shift that could become a core...
AI‑Generated Worm Unveiled by U of T Threatens All Internet‑Connected Devices
University of Toronto scientists demonstrated a new class of AI‑generated worm that can infiltrate any internet‑connected device using free, open‑weight models. The proof‑of‑concept shows attackers could launch sophisticated attacks at near‑zero cost, prompting immediate calls for new defenses.
Gainsight Rolls Out AI‑Driven “Agentic Stack” To Boost B2B SaaS Retention
Gainsight announced its Agentic Stack, an AI‑centric upgrade to its post‑sales platform, featuring Claude‑powered Agent Studio, pre‑built agents and deeper Salesforce integration. The launch targets B2B SaaS customer‑success teams seeking to automate retention workflows, with early users already generating over...
AI’s Productivity Is Finally Hitting the Real Economy
A Federal Reserve Bank of St. Louis report finds generative‑AI use in U.S. businesses jumped 10% year‑over‑year, with 54.6% of working‑age adults using AI by August 2025. Survey data show AI users save an average 5.4% of their work hours, translating...
SoftBank CEO Masayoshi Son Calls AI the Next 50‑X Tech Revolution After $87 B France Bet
SoftBank chief Masayoshi Son told CNBC in Paris that AI will outpace the dot‑com boom by 10‑to‑50 times, reinforcing his firm’s €75 bn ($87 bn) investment in French AI data centers. The comment fuels optimism for AI‑related equities as Nvidia and other...
Google's Gemini AI Search Overhauls Ads, Sends Advertisers Scrambling
Google announced that its Gemini AI‑powered search will embed "conversational discovery ads" directly in AI answers, sidelining traditional sponsored links. The move, billed as the biggest shift in search advertising in more than 25 years, has left digital marketers uncertain...
Microsoft Fabric Launches Data‑Centric AI Platform, Prioritizing Context Over Model Size
Microsoft announced its Fabric platform, bundling a massive PostgreSQL‑compatible database, GPU‑boosted data warehouse and a semantic layer, to give AI agents enterprise‑level data context. The move targets DevOps teams handling AI‑enabled apps, promising up to 7× performance gains and tighter...
Realtor.com Rolls Out RealAssist™ AI, a Gemini‑Powered Home‑Search Bot
Realtor.com launched RealAssist™ AI, an AI‑first home‑search experience built on Google’s Gemini and Google Cloud, today in a beta for logged‑in users. The tool guides buyers from first question to closing via natural conversation, positioning the company as a pioneer...
Andon Labs Scales Its AI-Run Vending Machine Experiment Into Autonomous AI-Operated Stores and Cafés Within a Year
Andon Labs has expanded its AI‑operated vending machine pilot into fully autonomous retail stores and cafés, eliminating human decision‑makers. The new model relies on a multi‑agent system where a lead "mechanical CEO" coordinates sub‑agents for procurement, customer interaction, and logistics....
CoreWeave's AI Compute Backlog Swells as Profitability Comes Under Scrutiny
CoreWeave Inc. announced a surge in AI‑compute backlog and a $660 million annual recurring revenue goal, yet its Q4 net loss widened to $76.3 million and operating margin fell to 24%. The mixed signals highlight the tension between rapid growth and near‑term...
Morgan Stanley Will Soon Open Its Trillion-Dollar Wealth Management Funnel to AI Agents
Morgan Stanley announced it will let external AI agents directly access its stock‑administration platforms, ShareWorks and Equity Edge, for corporate clients. The move targets the firm’s 3,400 workplace‑administration customers and aims to streamline complex stock‑plan management without adding human staff. The...
South Africa’s AI Skills Gap Is Widening Faster than Universities Can Keep Up
South Africa’s rapid AI adoption is outpacing the country’s education system, creating a widening talent gap. Salesforce executives highlighted that universities struggle to update curricula faster than AI technologies evolve, leaving businesses scrambling for skilled workers. The shortage is most...