The AI Revolution Will Be Open-Sourced
At CES 2026 NVIDIA CEO Jensen Huang argued that AI will only scale when open innovation extends to infrastructure. Kubernetes, long used for AI, is gaining first‑class support through Dynamic Resource Allocation (DRA) that reached GA in version 1.34. New projects such as the KAI Scheduler, Topograph, and the Inference Gateway add gang scheduling, topology‑aware placement, and model‑aware routing. The Kubernetes AI Conformance Program, now certifying twelve vendors, aims to standardize these open‑source tools across clouds and data centers.
Health Care Cyberattacks Expose a Critical National Security Failure
The Iranian‑linked Handala Team launched a wiper attack on Stryker Corporation on March 11, destroying the Lifepak cardiac monitor network that links ambulances to hospitals. The outage halted real‑time ECG transmission in Maryland, jeopardizing STEMI patients and exposing the shared vulnerability...
Druva Delivers Critical Identity Intelligence?for Okta, Active Directory, and Entra ID
Druva launched Identity Resilience, extending its SaaS platform to protect identities across Okta, Microsoft Active Directory and Microsoft Entra ID. The solution unifies protection, cyber‑recovery and threat detection, using a graph‑based engine called Dru MetaGraph to map relationships in real...
Want a Job at OpenAI? Take This Online Challenge Today
OpenAI announced the Model Craft Challenge, a global online competition designed to recruit its next generation of AI researchers. The multi‑round contest will test participants on real‑world problems such as Parameter Golf, where candidates build efficient small models under strict...
SMX Now: Learn How Brands Must Adapt for AI-Driven Search
Visibility now hinges on AI-driven search, not just rankings. SMX launches its monthly SMX Now webinar on April 1, featuring iPullRank experts Zach Chahalis, Patrick Schofield, and Garrett Sussman. They will unveil iPullRank’s Relevance Engineering (r19g) framework for Generative Engine Optimization (GEO) and an...
Leveraging Digital Public Goods: Designing Digital Wallets to Unlock Opportunities for Human Security
Digital wallets are evolving from simple payment tools into digital public goods that can verify eligibility for social benefits, share health records, and certify documents. The UNDP Digital X 3.0 webinar, co‑hosted with Japan, highlighted how integrated wallets can streamline access to...
New Zealand’s Regulators Expand Open Banking Efforts
New Zealand’s financial regulators are extending their open‑banking agenda beyond the December rules, mandating standardized APIs that let approved fintechs access customer data with consent. The reforms aim to tighten security, curb screen‑scraping, and create a level playing field that...
Ransomware Gang Exploits Cisco Flaw in Zero-Day Attacks Since January
The Interlock ransomware gang has been leveraging a maximum‑severity remote code execution flaw (CVE‑2026‑20131) in Cisco Secure Firewall Management Center since late January, giving them a 36‑day zero‑day window before Cisco’s public advisory on March 4, 2026. The exploit permits unauthenticated attackers...
How to Implement Just-in-Time (JIT) User Provisioning with SSO and SCIM
The article explains how Just-in-Time (JIT) provisioning creates user accounts on‑the‑fly during SSO login, contrasting it with SCIM’s pre‑login API‑driven synchronization. JIT leverages SAML or OIDC attributes to eliminate manual onboarding, while SCIM offers full lifecycle management, including deprovisioning. Implementation...
A Number of US Cities Are Pulling the Plug on Flock Safety's AI Cameras
A wave of municipal backlash is forcing Flock Safety, the Atlanta‑based AI camera vendor valued at roughly $7.5 billion, to lose contracts in dozens of U.S. cities. In the past six months, 38 cities have terminated agreements, bringing the total to...
AMD Keeping Samsung Close Amid Memory Shortage
AMD has entered a strategic agreement with Samsung to secure next‑generation HBM4 memory amid a broader industry shortage. The partnership aims to lock in supply for AMD's upcoming AI‑focused GPUs, addressing concerns raised after the company warned of potential shortages...
Small Team, Big Game: How We Built Mr. Beast’s AI-Powered Puzzle in 27 Days
Salesforce built an AI‑powered puzzle for MrBeast’s $1 million game in just six weeks, handling over 275,000 registrations and processing 4.5 billion tokens. The team deployed 78 production orgs and engineered a multi‑org sharding architecture capable of 1.5 million concurrent users without downtime....
Japan Publishes New Guidelines for Flexible Solar Cell Installations
Japan's New Energy and Industrial Technology Development Organization (NEDO) has issued new design and construction guidelines for flexible photovoltaic (PV) and perovskite solar installations, focusing on structural load, frameless mounting and flammability. The standards target low‑load rooftops and building walls...
MANUFACTURING & AUTOMATION eXCHANGE (MAX) DEBUTS NEXT WEEK IN NASHVILLE, SPOTLIGHTING THE FUTURE OF ADVANCED MANUFACTURING IN THE SOUTHEAST
The Manufacturing & Automation eXchange (MAX) launches March 24‑26 in Nashville, bringing together the full manufacturing ecosystem to spotlight AI, robotics, and digital transformation in the fast‑growing Southeast. Produced by BNP Media, the event features six pre‑conference workshops, a two‑day...
Before You Commit At NewFronts, Ask One More Question
NewFronts are prompting marketers to lock in streaming and CTV buys, but many overlook whether their operational infrastructure can handle the resulting creative load. The shift to personalized, AI‑driven ads creates thousands of variants, demanding new governance and delivery processes....
Building the Next Generation of Data Centers: Where Industrial Expertise Meets Digital Urgency
Global data‑center spending is set to more than double by 2032, driven by AI and cloud workloads that could consume up to 8.6 % of national electricity by 2035. Traditional power and cooling architectures are reaching breaking points, prompting hyperscalers to...
Rippling AI Revolutionizes Payroll for 5K‑Employee Company
Rippling launched its AI analyst today. I'm not just the CEO - I'm also the Rippling admin for our co, and I run payroll for our ~ 5K global employees. Here are 5 specific ways Rippling AI has changed my job,...
How Niche B2B Ecommerce Wins Against Bigger Competitors
The article outlines a repeatable content‑first playbook that lets niche B2B ecommerce brands outrank well‑funded generalists by targeting specification‑level search queries. It shows how technical depth, a precise keyword architecture, and AI‑ready internal linking can shift organic traffic from broad...
The Developer’s Guide to LLMs: From Magic to Math
The post demystifies large language models (LLMs) by framing them as massive next‑word prediction engines rather than knowledge databases. It explains core concepts such as tokenization, showing that 1,000 tokens roughly equal 750 words, and how embeddings turn tokens into...
Choose AI or Deterministic Solutions Based on Accuracy Needs
Questions when starting an AI project: * Do I need a perfectly accurate result every time? ➡️ Use deterministic solution * Is a perfectly accurate result too costly, expensive, or even impossible? ➡️ Use AI to get closer to the result faster...
$42 3D Printer Trades Features for Price in “Race to the Bottom”
A $42 Frequency Division Multiplexing 3D printer has hit the market, slashing desktop printer prices to unprecedented lows. The machine offers a 100 × 100 × 100 mm build volume, 230 °C hot end limited to PLA, and print speeds of 10‑40 mm/s. It lacks automated leveling,...
Apple Bans AI Vibe‑coding Apps over Code‑execution Rule
Confirmed: Apple Cracks Down on ‘Vibe Coding’ Apps "Apple has quietly prevented AI vibe coding apps such as Replit and Vibecode, which help people create games and other applications, from releasing updates to their mobile apps on the...
Can AI Strengthen Democracy? Italy’s Parliament Offers a Test Case
Italy’s parliament is launching a pilot program to embed artificial intelligence across its legislative processes, joining a growing but fragmented global trend. The initiative mirrors diverse international experiments, from Chile’s bill‑drafting assistance to Brazil’s citizen‑participation platforms. The Inter‑Parliamentary Union warns...
Fortinet’s AI-Driven Defense for a Machine-Speed Era
At Fortinet Accelerate 2026, the company unveiled FortiOS 8.0 and previewed FortiSOC, its cloud‑delivered Security Operations Platform. The new OS adds AI‑aware controls, deep OCR‑based DLP, expanded SASE capabilities and built‑in post‑quantum cryptography to protect the growing shadow‑AI surface. FortiSOC consolidates...
9 New Faces for SATShow Week 2026
SATShow Week 2026 unveiled nine fresh leaders spanning investment, manufacturing, policy and operations, underscoring the event’s expanding GovMilSpace focus. Ellen Chang highlighted the need for terrestrial infrastructure financing, while Apex’s Ian Cinnamon disclosed a $400 million fundraising round to scale bus...
Samsung Pulls Trifold Phone From Market After only Three Months
Samsung announced a premium trifold smartphone in early 2024, pricing it around $1,500 and touting a tablet‑sized display that folds into a pocket‑friendly form factor. Within three months, the device failed to meet sales expectations, prompting the company to pull...
Human/AI Collective Intelligence for Deliberative Democracy: A Human-Centred Design Approach
The authors introduce Collective Intelligence for Deliberative Democracy (CI4DD), a framework that leverages AI to augment citizen deliberation. They argue that a human‑centred design approach is essential to ensure trustworthy, inclusive processes. The paper outlines a co‑design methodology that maps...
Tesla Vet Simplifies Home Batteries for Plug‑Play VPPs
Today on Volts: Kunal Girotra applied the lessons he learned from starting Tesla's home-energy business to Lunar, a startup sells simple, modular home battery & software systems. The idea is to make solar panels, smart devices, & VPPs "plug &...
LinkedIn Posts Now Surface in Google Discover for Influencers
Cool new update from Discover Snoop: Individual LinkedIn Posts are now appearing in Google Discover. This is in addition to X, Instagram, and TikTok posts already showing more frequently in there. And as @AndellDam has recently been highlighting, this appears to...
Palantir Integrates AI Into Stratospheric ISR Systems
Palantir Technologies has partnered with Ondas and World View Enterprises to build an AI‑driven, multi‑domain intelligence, surveillance and reconnaissance (ISR) system that spans stratospheric balloons, autonomous drones and ground assets. The collaboration leverages Palantir’s Artificial Intelligence Platform, World View’s high‑altitude...
AI Budgets Miss the Real Cost: Inference Expenses
Hot take: most AI budgets are measuring the wrong thing. They track licenses and model access fees. They're not tracking inference costs, the operational expense that compounds with every query, every workflow, every automation. That's where the real AI ROI gap is hiding....
Google Adds Opt‑out for Generative AI in Search
Whoa, opting out of AIOs and AI mode could very well happen (for pubs that want that) -> From Google today: "We are developing further updates to our controls to let sites specifically opt-out of generative AI features in Search."...
SpaceX’s Starlink Asks Ofcom for Permission to Build Two New Earth Stations in London and Essex
SpaceX’s Starlink has applied to Ofcom for two new Ka‑band Earth stations—one in London’s Mulberry Wharf and another in Harlow, Essex—targeting early 2026 deployment. The company says its current gateway network is nearing capacity, forcing it to limit service to...
House Hearing Explores LEO's Future: ISS to Commercial Platforms
House SS&T will hold a hrg on Mar 25 at 10:00 am ET on The Future of LEO: From the ISS to Cmrcl Platforms. NASA's Joel Montalbano (Acting AA for Space Ops Mission Directorate), Dave Cavossa (CSF), Charlie Precourt (mbr,...
Google Docs AI Misjudges Its Own AI Usage Guidelines
Ironic that the Google Docs AI provided bad style feedback on the section of an assignment prompt setting out my standards for AI use. https://t.co/QOZtxgEU2Z
Industry Roundtable With ’10 Hottest’ Executives
A roundtable of leaders from Viasat, SpinLaunch, Voyager Technologies, ArkEdge Space and Planet highlighted three dominant themes for SATShow Week 2026: the rise of multi‑orbit and hybrid satellite networks, the growing importance of dual‑use space systems for defense and commercial...
Incumbents Call AI Startup Agents Parasites, Data Belongs to Users
Recent earnings call, Aneel Bhusri of Workday says startups with AI agents are "parasites" This is what system of record incumbents really think of startups. The war is just beginning. The facts: the user data belongs to the users, not...
Repeated Psilocybin Doses Yield 73% OCD Response
A randomized clinical trial of repeated doses of psilocybin for the treatment of obsessive–compulsive disorder 73.3% were responders (⩾35% reduction in YBOCS scores), with 40% in remission. These effects diminished but remained substantial at 6 months. https://t.co/tp2SPIKDrB
LRZ Decommissions CoolMUC-3 Supercomputer After Almost Decade of Use
Germany’s Leibniz Supercomputing Centre (LRZ) has retired its CoolMUC‑3 supercomputer after almost a decade of service. Deployed in 2017, the nine‑rack cluster housed Intel Xeon Phi processors and delivered roughly 400 teraflops for fluid‑dynamic research at Bavarian universities. It pioneered Megaware’s ColdCon...
Congress to Examine LEO's Future Beyond the ISS
The House Science Committee's space subcommittee will hold a hearing next Wednesday on "The Future of Low Earth Orbit: From the ISS to Commercial Platforms". https://t.co/OyC3IQLGDd
AEMO's 90s Roots Demand Modern Governance Today
AEMO is a product of the 90s. Its governance needs to reflect the world we’re in now #energysky -- via Renew Economy: https://t.co/omZiYyslB7 https://t.co/osBifA9CrV
Challenging a 300-Year-Old Law of Friction
Researchers at the University of Konstanz demonstrated a new type of sliding friction that arises without mechanical contact, driven solely by collective magnetic dynamics. By varying the separation between two magnetic layers, they showed friction peaks at intermediate distances where...
Internet's Missed
replace "customer service" with "primary care" - not to mention that the internet barely made a dent in primary care to begin with... hence the opportunity to leapfrog to Infinite Healthcare @CounselHealth @hippocraticai @sprinterhealth https://t.co/nSgvFePxTe
Pay‑only for AI Agent Compute with Deeplake
Agent usage is spiky so stop paying for 24/7 databases. 🚨 @Activeloop just dropped Deeplake to fix AI memory economics: → Instant sandboxed Postgres → Built for agent workflows → Handles text/vectors/video natively Only pay for the compute your agent swarm actually uses 👀
SD Times News Digest: SmartBear BearQ, Chainguard Agent Skills — March 18, 2026
SmartBear unveiled BearQ, an autonomous QA system that explores how applications function and adapts to code changes, positioning it as a next‑generation alternative to brittle test scripts. The launch follows a SmartBear survey showing 90% of developers use AI coding...
Robotic Hand Beats Human Reflexes in Speed, Precision
Faster Than Human Reflexes: A #Robotic Hand Redefining Speed and Precision by @sciencegirl #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/bVb1cWuWTx
AI Revives Lost Voices From Old Recordings
You can now clone a parent's voice from old phone recordings. Upload voicemails, family videos, even Instagram clips. Pantio builds an AI persona that talks, jokes, and gives advice exactly like them. Your kids can meet grandparents they never got to know.
Machine Learning Maps Nanodiamond Nanofluid Performance on Wavy Surfaces
Researchers at Harbin Institute of Technology used a hybrid numerical‑simulation and neural‑network framework to map how nanodiamond aggregation, magnetic field strength, and surface waviness affect convective heat transfer. Aggregated nanodiamond particles lifted the Nusselt number by up to 30 % but...
OpenClaw Launches LinkedIn Integration, Boosting Automated Outreach
OpenClaw for LinkedIn officially launched today. - It connects with Granola, Google Drive, HubSpot, Slack, and more. - It texts you before meetings so you don’t forget. - It helps set up appointments and calls. Automated texting and outreach is going to get even...
Google Brings Vehicle Feeds to Search Campaigns
Google Ads now supports vehicle feed integration in Search campaigns, allowing automotive advertisers to pull inventory from Merchant Center into text ads. The update adds clickable assets that display make, model, price and images alongside standard ad copy. Users can...