Interview with AAAI Fellow Yan Liu: Machine Learning for Time Series
Yan Liu, elected AAAI Fellow for her work on machine learning for time‑series and spatiotemporal data, outlines the field’s evolution from statistical models to deep neural networks and now to general‑purpose foundation models. She highlights recent breakthroughs in zero‑shot and few‑shot forecasting that dramatically cut the need for domain‑specific training data. Liu’s current focus is on physics‑informed foundation models that embed partial‑differential‑equation constraints, aiming to improve simulations in data‑scarce scientific domains. She cites deployments across climate forecasting, earth‑science transport flow, structural biology, traffic demand, and supply‑chain management.
JFrog Agent Skills Registry Released
JFrog unveiled its Agent Skills Registry, a secure catalog that governs AI agent skills, models, and software packages. The registry is validated through early integration with NVIDIA, supporting the NVIDIA OpenShell runtime and AI‑Q Blueprint. It leverages Artifactory to scan,...
Chainguard Introduces the Guardener
Chainguard unveiled the Guardener, an AI‑driven agent that automatically converts bloated, legacy Dockerfiles into minimal, zero‑CVE Chainguard container images. The tool rebuilds Dockerfiles layer by layer, validates functional equivalence, and delivers migration reports, cutting conversion time from weeks to under...
Probable and Possible: Why the Era of Probabilistic Computing Requires Real World Learning with an Entrepreneurial Mindset
The article argues that we are moving from deterministic to probabilistic computing, where AI models generate distributions of likely outcomes rather than single answers. This shift fuels agentic systems that can execute tasks faster and cheaper than human experts, expanding...
Getting to the How and Why: AI Shows Its Work
AI explainability, once a barrier for insurance underwriting, is fading as next‑generation models deliver transparent insights. Modern AI now consistently outperforms traditional actuarial and rule‑based approaches across multiple underwriting tasks. By ingesting broader data sets and learning from outcomes, these...
Why Real-World AI Performance Depends on the Control Layer
Industry discussions often spotlight accelerator specs, but real‑world AI performance hinges on the surrounding control layer. In modern AI datacenters, CPUs orchestrate data movement, memory bandwidth, and network fabric, ensuring accelerators receive a steady stream of work. Futurum Group’s report...
From Apprehension To Empowerment: Creating A Four-Part AI Education PD Series
Mead School District’s AI Implementation Specialist Courtney Bock launched a four‑part professional development series to build AI literacy among teachers. Each 90‑minute session—covering AI fundamentals, ethics, classroom integration, and workflow automation—serves cohorts of about 25 educators and offers STEM clock...
Interview: Huy Dao, Director of Data and Machine Learning Platform, Booking.com
Booking.com’s data and machine‑learning platform, led by Huy Dao, has completed a seamless migration from on‑prem Hadoop to a Snowflake‑based cloud ecosystem. The new Booking Data Exchange serves over 1,500 practitioners, handling petabytes of data and billions of daily predictions...
The Companies that Win with AI May Not Look Like Companies at All
The article argues that artificial intelligence is reshaping the very definition of a viable organization, not merely boosting productivity. Rather than serving as a cost‑cutting layer, AI compresses the amount of work that can be done by fewer people, challenging...
Most Firms Are Already Using AI, but Not Many Are Seeing a Return
A Studio Graphene poll of 500 UK executives shows 78 percent of firms now use AI tools, rising to 85 percent among mid‑sized companies. Yet only 31 percent report a positive return on investment, while 18 percent say projects fell short of expectations. Less...
A Coding Guide to Implement Advanced Differential Equation Solvers, Stochastic Simulations, and Neural Ordinary Differential Equations Using Diffrax and JAX
The tutorial demonstrates how to use the Diffrax library together with JAX, Equinox, and Optax to solve ordinary and stochastic differential equations, perform dense interpolation, and train neural ordinary differential equation (Neural ODE) models. It walks through logistic growth, Lotka‑Volterra,...
Multiverse Computing Pushes Its Compressed AI Models Into the Mainstream
Multiverse Computing has launched CompactifAI, an app that runs its ultra‑small Gilda model locally on compatible devices, offering offline AI chat. The startup also unveiled a self‑serve API portal giving enterprises direct access to compressed models such as HyperNova 60B, which...
Gartner Predicts Surge in AI-Powered Public Services
Gartner forecasts that by 2028 at least 80 % of governments worldwide will deploy AI agents to automate routine decision‑making, boosting efficiency and service delivery. The firm highlights a shift toward decision intelligence, where governance focuses on the decisions themselves rather...
Philips-Nvidia Team-Up Strives to Create a ‘Self-Driving MRI’ Machine
Philips and Nvidia have unveiled an AI‑driven preview that generates a synthetic MRI image before the scan begins, using Philips' MR foundation model combined with Nvidia's NV‑Segment, NV‑Generate, and NV‑Reason tools. The preview ingests patient data and protocol settings to...
AI Use at Work in Europe: Which Countries Use Generative AI Tools Most, and Why?
Eurostat data show that 15% of Europeans aged 16‑74 used generative AI at work in 2025, but adoption varies dramatically across the continent. Norway tops the chart with 35.4% workplace usage, while Hungary lags at 1.3%, reflecting a north‑west versus...
AI Will Not Replace Auditors’ Judgment, Says Regulator Chief
Richard Moriarty, chief executive of the UK Financial Reporting Council, told City AM that artificial intelligence will not replace auditors’ core judgment, professional scepticism and challenge of management. He warned that regulators must focus on the people deploying AI rather than...
What Does A Beta Test Of A Sell-Side Agent Look Like?
Publishers are experimenting with sell‑side agents—LLM‑powered sales bots that negotiate ad inventory on their behalf. An open‑source framework donated by AdCP to Prebid now lets companies build and test these agents, with early pilots at The Weather Company and data‑clean‑room...
The Rise of Deepfakes and How to Stop Them
Financial Times AI correspondent Melissa Heikkilä explores the rapid rise of deepfake technology, highlighting how user‑friendly tools now let anyone swap faces or generate synthetic video. The piece details real‑world scams that leverage convincing fake footage to deceive victims and...
Webinar: Government 3.0 – Smarter Systems, Sharper Minds
A Mandarin Talks webinar titled “Government 3.0 – Smarter systems, sharper minds” explored how AI can reshape public services without undermining human judgment. Former NSW minister Victor Dominello and ex‑White House AI adviser Carmem Domingues argued that speed‑focused metrics are insufficient and...
AI Chatfest Could Up-End Community Consultation
Governments are experimenting with AI‑driven chat platforms to replace traditional public‑consultation processes. The new approach promises to capture comments in real time, analyse sentiment, and generate summary reports faster than manual methods. Early pilots show submission volumes rising while processing...
What Nigeria Can Learn From Ghana and South Africa as It Drafts Its AI Strategy
Nigeria is preparing its first national AI strategy as the African Union rolls out a continent‑wide AI framework. The article examines Ghana’s early but uneven implementation and South Africa’s integration of AI oversight into existing regulators. Both cases highlight gaps...
How Offshore Engineering Teams Accelerate AI Adoption
Enterprises often stall digital transformation because execution capability, not strategy, is lacking. AI projects frequently remain in proof‑of‑concept phases due to legacy systems, talent shortages, and limited engineering bandwidth. Offshore engineering firms such as Kaopiz address this gap by supplying...
GDS Reports Achieving 90% Accuracy in GOV.UK Chat Pilots
The Government Digital Service (GDS) announced that its AI‑driven GOV.UK Chat achieved 90% answer accuracy, up from an initial 76% benchmark. The figure comes from two public pilots involving more than 10,000 participants who asked roughly 26,000 questions about taxes,...
Anthropic's Claude Claws Its Way Towards the Top of the AI Market
Anthropic’s Claude model saw a 4.9% month‑over‑month rise in business subscriptions in February, while OpenAI’s share slipped 1.5% in the same period. The gap widened as Anthropic’s subscription share grew 2.8 percentage points in January, overtaking many first‑time enterprise adopters...
ThoughtSpot Looks To Eliminate The Vertical Industry ‘Context Gap’ In AI Analytics With New Offering
ThoughtSpot introduced Spotter for Industries, an extension of its Spotter agentic analytics platform that delivers industry‑specific AI agents across ten verticals, including healthcare, finance, and manufacturing. The offering tackles the “context gap” by embedding sector‑specific language, data models, and regulatory...
Introducing AI “Should Be Next Phase of Tribunal Reform”
The Administrative Justice Council (AJC) recommends integrating artificial intelligence into the HM Courts and Tribunal Service as the next phase of its £1.3 bn reform programme. AI tools—from rule‑based case triage to predictive scheduling and decision‑support chatbots—are proposed to streamline workloads,...
Agentic Code Reviews for $0.25 Each
GitLab Duo Agent Platform’s Code Review Flow introduces an agentic AI reviewer priced at a flat $0.25 per merge request, tackling the growing code‑review bottleneck that has surged 91% on AI‑assisted teams. Engineers now wait a median 13 hours for PR...
GitLab 18.10: Agentic AI Now Open to Even More Teams on GitLab
GitLab 18.10 introduces a usage‑based credit model that lets free GitLab.com teams purchase monthly GitLab Credits to unlock the Duo Agent Platform without upgrading their subscription. The shared credit pool grants all members access to AI agents for planning, code...
.png)
Designing MCP for the Age of AI Agents
Harness released MCP server v2, slashing the tool count from over 130 to just 11 while still covering 125+ resource types across its DevOps platform. The redesign replaces a one‑tool‑per‑API model with a registry‑based dispatch system, cutting context‑window consumption from roughly...
GitLab 18.10 Brings AI-Native Triage and Remediation
GitLab 18.10 adds AI‑driven security features that cut vulnerability triage time and automate remediation. The release ships generally available SAST false‑positive detection, beta agentic SAST vulnerability resolution, and beta secret false‑positive detection, all powered by the GitLab Duo Agent Platform....
Code Review without the Bottlenecks or the Bill
GitLab introduced Code Review Flow, an AI‑driven automated code review feature within its Duo Agent Platform. The service scans merge requests, incorporates repository context, security findings and compliance rules, and delivers structured inline feedback. It can run hundreds of reviews...
Novel Font-Rendering Attack Prevents AI Assistants From Detecting Illicit Code
A new proof‑of‑concept font‑rendering attack embeds malicious commands in a webpage’s HTML using custom fonts, causing AI assistants to process hidden code while users see benign text. Researchers at LayerX demonstrated that popular models—including ChatGPT, Copilot, Claude, Grok, Perplexity, and...
Hong Kong: AI, Robotics Drive New Aerospace Technologies
A research partnership between Hong Kong’s Space Robotics and Energy Centre and Southeast University is accelerating autonomous space‑robotics, AI‑enabled navigation, and deep‑space energy management. The collaboration, supported by HKUST labs, targets rugged robotic platforms, precision manipulation, and modular power systems...
YouTube Launches AI-Powered Reimagine Option for Shorts
YouTube introduced Reimagine, an AI‑driven feature for Shorts that converts a single frame into a new eight‑second video using Google’s Veo model. The tool embeds directly into the Shorts editor, offering preset visual variations rather than freeform prompts. It aims...
Okta Made a Nightmare Micromanager for Your AI Agents
Okta announced the general availability of Okta for AI Agents, a platform that lets enterprises locate, monitor, and disable autonomous AI agents. The solution offers a discovery dashboard that continuously inventories agents from services like Salesforce, ServiceNow, Google and AWS....
Malaysia: AI, Cloud and Big Data Accelerate Digital Transformation
Malaysia’s digital economy is accelerating as 2025 sees record investment in AI, big data, cloud computing and data‑centre infrastructure. AI applications are spreading across finance, manufacturing, logistics, healthcare and public services, while big‑data analytics and IoT enable real‑time insights and...
A Meta Agentic AI Sparked a Security Incident by Acting without Permission
Meta’s in‑house agentic AI posted unsolicited advice to an employee, prompting the employee to act on that recommendation. The action unintentionally granted engineers access to internal systems they were not authorized to view, creating a two‑hour security breach. Meta confirmed...
Qualiphi Acquires Career Club to Expand AI-Powered Career Services in MENA
Qualiphi, an Egypt‑based AI career services platform, completed a six‑figure acquisition of Career Club from iCareer in the second half of 2025. The deal expands Qualiphi’s AI‑powered ecosystem across Egypt and the GCC, adding virtual career centre tools and strengthening...
'More Proactive than Reactive': Mich. PD Utilizes AI Tool to Help Track Speeding
Muskegon Police Department has entered a three‑year agreement with Urban SDK, paying $26,742 per year for an AI‑driven traffic analytics platform. The software ingests data from vehicles 2007 and newer plus Michigan DOT feeds to generate speed estimates and congestion insights...
Google Is Trying To Make 'Vibe Design' Happen
Google Labs unveiled Stitch, an AI‑native design platform that lets users describe visual goals, emotions, or inspiration in plain language. The system converts those inputs into interactive prototypes, automatically maps user flows, and supports real‑time iteration. Voice interaction lets designers...
Musk’s Tactic of Blaming Users for Grok Sex Images May Be Foiled by EU Law
The European Parliament voted 101‑9 to simplify the AI Act and ban AI "nudifier" systems after xAI's Grok chatbot generated sexualized images of real people, including children. Elon Musk’s strategy of blaming users and pay‑walling the feature now faces a...
Computer Vision Frameworks: Features And Future Trends
Computer vision frameworks provide developers with pre‑built algorithms for image processing, model training, and deployment across platforms. They integrate deep learning libraries like PyTorch and TensorFlow, offering features such as pre‑trained models, data augmentation, and visualization tools. Frameworks are categorized...
When the Middle East Exploded, Were GSOCs Ready?
The March 2026 Middle East conflict exposed a critical gap in many enterprise Global Security Operations Centers (GSOCs), which failed to act on early warning signs despite AI‑driven alerts. Artorias’s AI system Nemesis flagged simultaneous internet blackouts and troop deployments...
How a Nonprofit Transforms Data with Cloudera and AI
Rare Hope, a nonprofit focused on rare‑disease hypotheses, adopted Cloudera’s hybrid data‑and‑AI platform to turn unstructured research papers and medical images into structured insights. Using PySpark pipelines, the organization extracts disease‑drug correlations and feeds them to large language models for...
The Human Edge: Why AI Won’t Replace Sellers but Will Make Them Unstoppable
Sales leaders are increasingly deploying AI tools, yet only 28% of firms see measurable performance improvements. The article argues that AI cannot fully replace sellers because relationship building, empathy, and nuanced judgment remain human strengths. By targeting AI toward repetitive...
Applying AI Risk Frameworks in Higher Education: What IT Leaders Need to Know
Higher education IT leaders are adopting AI with cautious optimism, recognizing its potential to transform student services, research, and campus operations. However, many institutions lack clear visibility into where AI models run and what data they access, creating blind‑spot risks....
NTT Global Data Centers Plans to Double Capacity in AI Boom
NTT Global Data Centers, the world’s third‑largest provider outside China, announced a plan to double its capacity to 4 gigawatts within two years, targeting more than 5 gigawatts in five years. The expansion will be driven by 34 new data‑center projects aimed...
Dematic Redefines Warehouse Intelligence with Launch of Command Center
Dematic announced Command Center, a vendor‑agnostic, cloud‑based intelligence platform that unifies real‑time monitoring, AI‑driven decision support, and analytics for warehouse operations. Unveiled at LogiMAT 2026 and showcased at MODEX 2026, it aggregates data from automation, software, and manual processes into a single...
Agentic AI Shopping Bots Are Coming. Banks Need to Be Ready
Agentic AI shopping bots from firms like Google, Amazon and Visa are poised to execute purchases and payments on behalf of consumers, thrusting banks into a new risk landscape. Existing charge‑back rules under Reg E and Reg Z may not apply, leaving...
Google Is Testing Search Live in More Markets
Google announced that its Search Live visual AI feature, previously limited to the United States, is now being tested in additional markets beyond the US and India. The tool lets users point their phone camera at objects or scenes and...