EXCLUSIVE: YouTube Overtakes Reddit as Go-To Citation Source on AI Search
Recent analysis shows YouTube has become the most cited social platform in AI-generated answers, surpassing Reddit. Over the past six months, large language models referenced YouTube in 16% of responses versus 10% for Reddit. The shift stems from YouTube’s rich text assets—transcripts, captions, and descriptions—that LLMs can ingest more easily than video content. This trend forces brands to rethink AI visibility tactics.
Quantexa Launches Claims AI Accelerator on Guidewire
Quantexa has launched a Decision Intelligence accelerator for Guidewire ClaimCenter, enabling insurers to embed real‑time analytics into their claims workflows. The accelerator, now listed on the Guidewire Marketplace, provides instant claims segmentation, fraud detection and contextual analytics across the entire...
Axos Bank’s Kevin Hearn Simplifies, Trains and Embraces AI
Axos Bank’s SVP Kevin Hearn has overhauled the bank’s technology stack, retiring legacy tools like SharePoint and K2 in favor of the OutSystems low‑code platform. The shift has accelerated application delivery to eight‑week cycles, delivering a 60% productivity boost and...
Getting Your Work Apps up to Speed with AI Can Really Pay Off
Cloudflare’s new report warns that legacy applications and outdated infrastructure are creating a technical glass ceiling that hampers AI adoption. Companies that modernize their software are three times more likely to see clear ROI from AI tools, and when security...
Google’s New User Intent Extraction Method via @Sejournal, @Martinibuster
Google researchers unveiled a two‑stage, on‑device method for extracting user intent from UI interactions. The first stage generates per‑interaction summaries on the device, while a second, fine‑tuned model aggregates these summaries into a comprehensive intent description. This approach outperforms larger...
SEB Analysts Say 2026 Marks Shift From Virtual to Physical AI
SEB analysts forecast that 2026 will mark a decisive shift from purely virtual AI to AI embedded in physical capital goods such as autonomous vehicles, drones and humanoid robots. The steep drop in AI usage costs in 2025 has broadened...
Fourthline Appoints Fleur De Roos as Chief Operating Officer
Fourthline, a European AI‑powered identity verification and RegTech provider, announced the promotion of Fleur de Roos to chief operating officer, effective immediately. De Roos, who joined as general counsel in 2022, brings a background in corporate law, financial services, and...
ResiQuant and Skyway Team up for Smarter Catastrophe Underwriting
Skyway Underwriters has partnered with ResiQuant to modernize underwriting of Florida’s coastal wind risk, deploying ResiQuant’s structural risk intelligence across its apartment and assisted‑living programs. The integration blends automated workflows with engineering‑level data, enabling building‑specific risk scores while maintaining underwriting...
Nexi Joins Agentic Commerce Alliance
Nexi Group announced its membership in the Agentic Commerce Alliance, a global initiative focused on establishing open standards for autonomous, AI‑driven commerce. The alliance aims to create vendor‑neutral protocols that enable agents to operate securely and interoperably across platforms. Nexi...
Mea Platform Partners with Moonrock to Power AI-Led MGA Operations
mea Platform and Moonrock Insurance have partnered to embed mea Operations, an AI‑first operating platform, across Moonrock’s MGA business. The integration will automate core workflows—including submission intake, data ingestion, claims handling and finance—enabling faster, more consistent processing. By replacing legacy...
F5 Strengthens, Scales & Sustains AI Security With Integrated Runtime Protection
In this episode Adrian Bridgwater discusses F5’s new AI security offerings—AI Guardrails and AI Red Team—designed to protect enterprise AI models throughout their lifecycle. The Guardrails provide both out‑of‑the‑box and custom‑built runtime protections that enforce policies, prevent data leaks, and...
Synthesia Hits $4B Valuation, Lets Employees Cash Out
British AI startup Synthesia closed a $200 million Series E round, lifting its valuation to $4 billion, up from $2.1 billion a year earlier. The funding, led by GV and backed by existing investors, coincides with the company surpassing $100 million in annual recurring revenue...
AI Systems Could Use Met Office and National Archives Data Under UK Plans
The UK government is funding pilots that let AI systems tap into Met Office climate data and legal records from the National Archives. A broader initiative will license digitised content from cultural institutions through a new creative content exchange marketplace....
The Pillars of a Successful Artificial Intelligence Strategy
Digital workplace leaders must craft an AI strategy that starts with a clear vision aligned to business goals, identifies market drivers, and maps compliance and ethical risks. The strategy translates into an AI portfolio that prioritizes initiatives, balances ambition with...
The Future of Delivery: Key Trends Shaping 2026
Delivery logistics face a convergence of pressures in 2026, including AI-driven automation, stricter CO₂ emissions regulations, rising cross‑border demand, and the shift to zero‑emission fleets. Retailers and carriers must adapt to consumers who will abandon orders if delivery options are...
Show HN: FaceTime-Style Calls with an AI Companion (Live2D and Long-Term Memory)
Beni AI launched a FaceTime‑style AI companion that supports two‑way voice, video, and text with live captions. The platform includes an opt‑in memory layer that preserves context across sessions and perception‑aware features such as expression detection. Users can extend functionality...
Science Fiction Writers, Comic-Con Say Goodbye to AI
Science fiction and pop‑culture institutions are tightening rules on generative AI. The Science Fiction and Fantasy Writers Association (SFWA) now disqualifies any Nebula‑Award entry that used large language models, after a brief reversal and member backlash. San Diego Comic‑Con similarly banned...
'Put plainly...some Countries Are Already Using AI to Solve Harder Problems and Move Faster': OpenAI Wants to Make AI Usage...
OpenAI warns that AI adoption is uneven across nations, creating a capability overhang where a few countries reap disproportionate economic and technological gains. Research shows that advanced AI usage varies more by skill and infrastructure than by income, with some...
StepFun AI Introduce Step-DeepResearch: A Cost-Effective Deep Research Agent Model Built Around Atomic Capabilities
StepFun AI unveiled Step-DeepResearch, a 32‑billion‑parameter agent built on Qwen2.5‑32B‑Base that transforms web search into end‑to‑end research workflows. The model internalizes four atomic capabilities—planning, deep information seeking, reflection/verification, and report generation—using specialized data pipelines and long‑context training up to 128k...
Will the Smartphone Survive the AI Age?
The smartphone’s reign faces its first serious test as AI giants OpenAI, Meta and Amazon unveil devices that could supplant the iPhone‑Android duopoly. OpenAI’s Sam Altman hinted at a new AI‑first hardware that would feel unlike any phone, while Meta...
Top Crypto SEO & AI Search Agencies for Web3 Projects
The article outlines the shift in crypto SEO from traditional rankings to AI‑driven visibility, highlighting agencies that specialize in Answer Engine Optimization (AEO), Generative Engine Optimization (GEO) and LLM‑friendly content. It profiles eight firms, with Victoria Olsina’s consultancy leading in...
What ‘Vibe Coding’ Means for API Platforms and the Future of DevRel
AI‑driven coding agents are emerging as a new audience for API platforms, joining human developers. Vendors must make APIs machine‑readable, with consistent naming, stable schemas, and programmatic metadata, turning these assets into a definition‑of‑done item. Research shows 89% of developers...
Show HN: LLMNet – The Offline Internet, Search the Web without the Web
LLMNet launches as an offline, privacy‑first AI search engine that runs entirely on a user’s machine. It leverages local large language models and a PostgreSQL vector database with pgvector and HNSW indexing to deliver sub‑second semantic results. The platform includes...
We Must Not Let AI ‘Pull the Doctor Out of the Visit’ for Low-Income Patients | Leah Goodridge and Oni...
Akido Labs is piloting AI‑driven clinics for unhoused and low‑income patients in Southern California, where medical assistants rely on an algorithm to generate diagnoses that doctors later review. The move reflects a broader surge in generative AI tools across U.S....
Hadrian Raises Funding for Automated Manufacturing, Bringing Valuation to $1.6B
Hadrian, an AI‑powered factory builder for aerospace and defense, announced a new funding round that lifts its valuation to $1.6 billion. The capital, led by T. Rowe Price and backed by a16z, Founders Fund and other investors, will fund rapid factory expansion,...
ChatGPT Fails to Spot 92% of Fake Videos Made by OpenAI's Own Sora Tool
Newsguard tested three leading chatbots on 20 AI‑generated videos created by OpenAI’s Sora tool and found that ChatGPT misidentified 92.5% of them as authentic. xAI’s Grok performed slightly worse at 95% error, while Google’s Gemini was the most accurate, correctly...
Safeguarding Real-Time Payments: How to Leverage AI Through Back-Office Readiness
Payments firms are racing to meet the FCA's 7 May safeguarding deadline, prompting a sector‑wide audit of control frameworks and risk tolerances. Simultaneously, exploding real‑time payment volumes are exposing the limits of legacy reconciliation and reporting systems. Many organisations still rely...
Boston Dynamics and Google DeepMind Announce AI Partnership Focused on Humanoid Robots
Boston Dynamics and Google DeepMind unveiled a research partnership at CES 2026 to embed DeepMind's Gemini Robotics foundation models into the Atlas humanoid platform. The collaboration aims to equip Atlas with advanced visual‑language‑action capabilities, enabling it to tackle a broader set...
Vibe Coding May Be Behind a 60 Percent Spike in New iOS Apps
Data from Sensor Tower and Wells Fargo Securities shows a 60 percent year‑over‑year jump in new iOS apps in December 2025, with overall 2025 growth of 24 percent. The spike aligns with the rollout of agentic coding tools—AI‑powered platforms that let users create...
Neura Robotics Showcases New Humanoid, Quadruped, and AI Platform at CES 2026
Neura Robotics used CES 2026 to unveil its next‑generation humanoid 4NE1, a smaller 4NE1 Mini, and a new quadruped robot, all running on the Neuraverse AI platform. The Neuraverse is positioned as a shared operating layer that lets robots exchange learned skills...
SmartRay Demonstrates ‘Breakthrough AI-Powered Weld Inspection’ System
SmartRay showcased its AI‑powered JOSY weld inspection system at the EY Innovation Hub in Stuttgart. The system integrates hardware with Tool Path Generation software from Wandelbots and Grid Dynamics, creating a closed‑loop workflow that generates inspection paths directly from CAD...
AI Reveals Prognostic Insights in Colorectal Cancer
Researchers have created an AI model that automatically quantifies the tumor‑stroma ratio (TSR) in colorectal cancer histology slides. The study demonstrates that a high TSR predicts poorer patient outcomes and uncovers stromal‑driven immune evasion. Validation across diverse international cohorts confirms...
How Does AI Ensure Calm in Cybersecurity Operations?
Non‑Human Identities (NHIs), or machine identities, are becoming the backbone of AI‑driven cybersecurity operations. By pairing encrypted secrets with server‑granted permissions, NHIs function like digital passports that enable secure automated interactions. AI enhances NHI management through real‑time threat analytics, lifecycle...
How Is AI Security Evolving for Better Protection?
AI security is shifting focus toward Non‑Human Identities (NHIs), the machine credentials that underpin modern cloud and AI workloads. Organizations confront challenges in discovering, classifying, and governing these identities, which lack the natural lifecycle of human users. Emerging solutions integrate...
Can You Trust AI with Your Digital Secrets Management?
Non‑human identities (NHIs) or machine identities are becoming central to digital secrets management, especially as enterprises expand across hybrid cloud environments. Effective NHI platforms automate discovery, lifecycle handling of secrets, and real‑time monitoring, reducing breach risk and compliance burdens. AI...
How Teams Using Multi-Model AI Reduced Risk Without Slowing Innovation
Enterprises are racing to adopt AI, yet 77% fear hallucinations and 70‑85% of projects fall short. Multi‑model AI, also called ensemble or consensus AI, tackles this by running several independent models and using majority agreement to validate outputs. Early adopters...
Evaluating the Best Value Cybersecurity Platforms for Enterprises
The article evaluates enterprise‑grade cybersecurity platforms, outlining key criteria such as AI/ML capabilities, coverage breadth, autonomous response, total cost of ownership, and scalability. It reviews five leading solutions—Darktrace, CrowdStrike, SentinelOne, Palo Alto Networks, and Microsoft Defender—detailing each vendor’s strengths and...
Google AI Overviews Cite YouTube More than Any Medical Site for Health Queries, Study Suggests
Google’s AI‑driven search feature, Overviews, cites YouTube more often than any dedicated medical website when answering health‑related queries, according to a study of 50,807 German‑language searches. YouTube accounts for 4.43% of all citations, while traditional sources such as the CDC,...
Anthropic Updates Claude's 'Constitution,' Just In Case Chatbot Has a Consciousness
Anthropic has published a revised 80‑page "Constitution" for its Claude chatbot, formalizing the ethical framework that guides its behavior. The living document defines four core values—broad safety, broad ethics, compliance with Anthropic guidelines, and genuine helpfulness—and includes a dedicated section...
Konni Hackers Target Blockchain Engineers with AI-Built Malware
North Korean hacker group Konni, linked to APT37, is deploying AI‑generated PowerShell malware to infiltrate blockchain developers. The campaign uses Discord‑hosted links that deliver a ZIP file containing a PDF lure and a malicious LNK shortcut. The shortcut triggers a...
Get Ready for the AI Ad-Pocalypse
Generative AI is rapidly infiltrating advertising, with over half of brand marketers already using AI tools in 2025 and 90% planning AI‑driven video ads. Studies project AI‑generated content will power 40% of all ads by 2026, while human detection rates...
The Telco AI Factory: Co-Shaping the Future with Intelligent Communications Platforms
Telecom operators are evolving into “Telco AI Factories,” integrating AI across network, operations, and services. The model pairs hardware platform providers, telcos’ extensive infrastructure, and cloud communications firms that supply real‑time voice data and AI engines. Leveraging sovereign AI, edge‑located...
DAST vs Penetration Testing: Key Differences in 2026
The article contrasts modern Dynamic Application Security Testing (DAST) with traditional and AI‑driven penetration testing, highlighting how AI‑powered tools are built on advanced DAST architectures. Modern DAST now offers CI/CD integration, business‑logic testing, and a graph‑based knowledge model that feeds...
Apple Study Reveals AI Controllability Is Fragile and Varies Wildly by Task and Model
Apple researchers and Universitat Pompeu Fabra introduced a control‑theoretic framework that measures how reliably generative models follow user instructions. Tests on language models such as Gemma‑3‑B, Qwen‑3‑4B and SmolLM‑3‑B revealed stark differences in controllability and calibration across simple tasks like...
Latest ChatGPT Model Uses Elon Musk’s Grokipedia as Source, Tests Reveal
The Guardian’s testing shows OpenAI’s newest ChatGPT model, GPT‑5.2, repeatedly cites Elon Musk’s AI‑generated encyclopedia Grokipedia, a platform criticized for right‑wing disinformation. In over a dozen queries, the model referenced Grokipedia nine times on topics such as Iranian conglomerates and...
1X Launches World Model Enabling NEO Robot to Learn Tasks by Watching Videos
1X Technologies unveiled a new World Model that lets its humanoid robot NEO learn tasks by watching internet‑scale videos. The AI update translates any voice or text prompt into visualized actions, using an inverse dynamics engine to execute movements even...
OpenAI's GPT-5.2 Pro Solves Math Problems that Stumped Every AI Model Before It
OpenAI unveiled GPT-5.2 Pro, which achieved a 31 percent success rate on the toughest FrontierMath Tier 4 benchmark, eclipsing Gemini 3 Pro’s 19 percent. The model solved 15 of 48 tasks, including four problems no AI had previously cracked. Mathematicians praised the breakthroughs but flagged...
Microsoft Is Giving Away 12 Months Free Microsoft 365 Premium and LinkedIn Premium Career Subscriptions Worth $300 — but You...
Microsoft is offering eligible college students a free 12‑month bundle of Microsoft 365 Premium and LinkedIn Premium Career, a combined value of roughly $300. The subscription adds AI‑powered Copilot features, 1 TB of cloud storage, advanced security, and career‑development tools like InMail credits...
AI Can Develop 'Personality' Spontaneously with Minimal Prompting, Research Shows. What Does that Mean for How We Use It?
Researchers at Japan's University of Electro‑Communications found that large language model chatbots can spontaneously develop distinct personalities after minimal prompting. By exposing AI to varied conversation topics, the models exhibited social tendencies that aligned with Maslow’s hierarchy of needs, storing...