Daily 'AI for Work' Pulse: 7th of December
Start your Sunday with 4 new AI tools and 198 AI news articles-a can't-miss drop. Scan the highlights, spot what matters, and set up your week in minutes.
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Latest AI Tools
Proofly
Proofly is a privacy-first, open-source writing assistant that runs entirely in Chrome using on-device AI (Gemini Nano). No accounts, telemetry, or servers-works offline after model download and provides lightweight, noninvasive proofreading.
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TruGen AI
TruGen AI creates human-like video agents with realistic facial presence, eye contact and expressions, enabling natural, face-to-face AI interactions that feel genuinely human.
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Browser Use Skills
Browser Use Skills turns any website into a reusable API without an official API. One prompt or demo reverse-engineers HTTP calls into an API for downloads, bulk posts, Suno song creation, video extraction, or Salesforce leads.
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Arcade Creator Studio
Arcade Creator Studio helps marketing teams quickly create on-brand videos and demo updates using your product imagery, tone, and layouts-no designers or agencies required.
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All AI News for Today
198 News Articles published.
Latest General AI News
Meta signs AI news deals with CNN, Fox, Le Monde for real-time updates in its chatbot
Meta struck AI data deals with outlets like USA Today, CNN, and Le Monde to feed its assistant and link back to articles. Expect quicker answers in chat-and new referral traffic.
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Open Source Is Helping China and Huawei Pull Ahead in AI, Nvidia's Jensen Huang Says
Jensen Huang says China and Huawei are pulling ahead in AI by going open source, while the U.S. bets on top-tier closed models. Scale, energy, and manufacturing tip the field.
Read more →
AI could loosen America's two-party duopoly-even as energy bills hit record highs
AI could help independents crack the two-party grip by pinpointing winnable House districts. But success still hinges on candidates and communities, not algorithms.
Read more →
AI data centers that flex with the grid: software orchestration cuts peak demand by 25%
AI data centers can ease grid strain by flexing demand with software, not new hardware. A Phoenix test cut a 256-GPU cluster's draw 25% for three hours while meeting QoS.
Read more →
AI
AI shifts from utility to partner in 2026. Build a clear stack, co-create in shared workspaces, stress-test early, disclose use, edit everything, and keep the craft human.
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From observability to prevention: Sentry's reasoning AI stops bad code before it ships
Teams are moving from dashboards to AI that pinpoints root causes and stops risky changes before they ship. Sentry's Seer flags commits, drafts fixes, and reduces alert noise.
Read more →
AI is rewriting the cyber threat playbook - Palo Alto Networks CEO says detection must come first
AI has raised the stakes, so prevention alone won't cut it. Shift to behavior-based detection, identity-first defenses, unified telemetry-and fast, human-in-the-loop response.
Read more →
Meta snaps up Limitless to fuel its next wave of AI wearables
Meta is buying Limitless, maker of a pendant recorder that turns conversations into searchable notes. Expect AI wearables to lean into recall, strict privacy, and new dev APIs.
Read more →
Aaru lands Redpoint-led Series A on multi-tier valuation near $1B for AI-simulated customer research
Aaru raised a Redpoint-led Series A with tiered pricing-some near a $1B headline, others lower, blending under $1B. It simulates users for research; ARR is under $10M and growing.
Read more →
Best Chinese Stocks for December 2025: AI, EVs and Chip Leaders in a Rebounding Market
China's market rebounded in 2025, and valuations still trail global peers. Top tech, EV, and AI names-Alibaba, Tencent, BYD, SMIC-are back in focus for Dec 2025 on policy support.
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McKinsey's Make-Or-Break Moment With AI
McKinsey's pivot to AI-first delivery shows where management is headed: fewer meetings, more systems, clear outcomes. Start small, ship fast, and put guardrails in place.
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Latest AI News for Creatives
OpenAI's Sora Hype Cools After a Head-Turning Debut
Sora's hype cooled, but the work got real. Use AI video for pitches, previz, quick tests, and social cuts-backed by clear prompts, QA checks, portable assets, and fast review loops.
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Brushes vs Bots: Artists Demand Consent as Instagram Trains AI
Instagram let Meta train on artists' posts, and now feeds brim with AI slop while opting out is a maze. Creatives are shifting platforms, showing IRL, and keeping final art human.
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Xania Monet Went No. 1 With AI-Now the Music Industry Is Fuming
An AI-made R&B star, Xania Monet, hit No. 1 and snagged a reported $3M deal, igniting backlash. Artists fear lost credit and pay as lawsuits and no-AI contracts heat up.
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Quietly Futuristic: BMW iX Reimagined with AI, CGI and Creative Retouching by RECOM Hamburg and Alex Rank
For BMW iX, RECOM Hamburg and Alex Rank fuse AI, CGI, and retouching into a calm, luxe visual language. Strong photography leads; tech extends, unifies, and keeps it believable.
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Own Your Voice or Someone Else Will: Dave Stewart on AI and Artist Control
Dave Stewart says AI won't stop, so creators should own their work and license it on their terms. Keep your rights and set clear rules, or someone else will.
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Todd Howard: AI won't replace human creativity, but it's in Bethesda's toolset
Todd Howard says AI speeds iteration but shouldn't set the vision. Use it for checks and grunt work, keep humans in charge of taste and final calls.
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Handmade, Not Scraped: Manitoba Artists Push Back Against the Generative AI Squeeze
AI is crowding feeds and skimming work, so many artists are moving offline and posting 'No AI' signs. What still sells: process, consent, taste-and clear contracts and pricing.
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Wētā FX and AWS partner on AI that puts VFX artists in control
Wētā FX and AWS team up on AI tools that keep artists in control and speed up VFX-without handing decisions to automation. No chatbots-just faster workflows without losing realism.
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Mandatory AI Guardrails, Not Voluntary Promises: Union fights to protect creative jobs and copyright
MEAA urges mandatory AI rules as unlicensed training and cheap synthetic content undercut creatives. Government signals oversight, but voluntary guidelines won't cut it.
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OpenAI's Sora Hype Fizzles: From Viral Chaos to Social Slump
Sora's hype cooled, but the tool still has legs. Use it for drafts and self-cast clips; batch, then post to TikTok/IG where your audience is-tight hooks, steady cadence.
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Latest AI News for Customer Support
Eleos launches 24/7 AI voice agent with outbound calls for faster, clearer life insurance support
Eleos launches an AI Voice Agent that pulls answers from policy docs, runs 24/7, and even makes follow-up calls. That means cleaner queues and steadier staffing for support teams.
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Cyber Week hits $336.6B as AI agents drive $67B and 1 in 5 orders
Cyber Week 2025 hit $336.6B; AI agents shaped 20% of orders and drove $67B. Now lean into session-aware recs, faster mobile checkout, and smart guardrails on automation.
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SAP brings proactive AI to customer support for faster fixes and happier customers
Proactive AI shifts SAP support from firefighting to catching risk and fixing issues early. Plug into Service Cloud to auto-triage, assist agents and act before customers feel it.
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Record-breaking Black Friday for Revolution Beauty with CM.com as AI handles 25% of queries and backlog drops 95%
Revolution Beauty used AI plus WhatsApp to speed Black Friday support-faster replies, fewer tickets. Bots handled 25%, tickets fell 60%, and backlog dropped 95%.
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AI Is Eating Professions: Winners, Losers, and the New Rules of Work
AI now handles the predictable work in support and marketing, from first replies to content drafts. Your edge is judgment, strategy, and empathy-direct the tools, don't compete.
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Agentic AI Is Raising Expectations: Instant Answers, Less Patience, and a Human Safety Net
Customers expect instant answers; 57% won't wait past 10 minutes, and holiday patience is thin. Win with AI that hands off fast, triages smartly, and adapts tone by user.
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Latest AI News for Education
Bringing girls back to class: Maharashtra and Educate Girls plan AI-led open schools
Maharashtra will partner with Educate Girls to use AI to find out-of-school girls and expand adult open schools. Aim: cut girl dropouts with data, volunteers, and second-chance paths.
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GO Beyond Traditional Education: Salesian schools meet Google in Silicon Valley to drive human-centered AI in classrooms
Salesian educators met Google in Silicon Valley to grow a human-centered AI program saving teachers time and enriching classes. Next: more licenses, research, training.
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Astar 2.0: Cross-Chain AI for Classrooms and Campaigns
Astar 2.0 bets on scale and cross-chain reach for AI across classrooms and campaigns. New tokenomics, Burndrop, and zkEVM aim to tidy data, attribution, and adoption.
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Claude for Education arrives at Pitt with faculty choice, privacy safeguards, and AWS partnership
Claude for Education is now live for Pitt faculty and staff via an Anthropic-AWS partnership. Use is optional, privacy safeguards are in place, and training starts next week.
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Luxembourg's KI-Léierbud makes learning AI simple and fun for beginners
Luxembourg's KI-Léierbud gives teachers an easy way to try AI with short, classroom-ready activities-quizzes, poetry, and simple image prompts. New modules weekly; music is next.
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Delhi AI Grind Kicks Off Citywide: Mandatory for Classes 6-9 and 11, Registrations Close Dec 8
Delhi launches Delhi AI Grind, a citywide push to teach AI and tackle real problems in schools. It runs Dec-March for ages 10-25, mandatory for classes 6-9 and 11.
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AI on Campus: Preparing Students for 2040 Without Losing What Makes Us Human
AI is now core in higher ed-90% of students use it. Clear rules, disclosure, and process-focused grading aim to build skills without losing ethics or human judgment.
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Texas State Brings Gemini and NotebookLM to Classrooms, Speeding Up Prep and Personalizing Learning
Texas State is weaving AI into courses with Gemini and NotebookLM, speeding study prep and easing admin. Faculty gain time for mentoring, and students pick up job-ready skills.
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Gen AI's Promise Depends on a Learning Culture, Not Just Tools
Gen AI sticks when learning is built into the work-tied to goals, led from the top, shared, resourced, and celebrated. Then teams ship faster with better outcomes.
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From Sorting to Awakening: Education's Urgent Reset for the AI Age
AI is everywhere on campus, but policy, equity, and ethics lag. Schools must replace recall-heavy exams with open tasks that build discernment, AI literacy, and civic purpose.
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Bengaluru rolls out contactless AI attendance for School Education Department staff
Bengaluru rolls out AI, touch-free attendance for school staff to speed check-ins and clean up records. Dashboards curb proxies, and backups plus audits help keep data safe.
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India leads generative AI adoption as skills gap widens and screen-time strain mounts
AI adoption is surging, with India out front and younger adults moving fastest. Schools need clear policies, baseline training, and simple screen-time guardrails-now.
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USF's VisualStats Wins 2025 Emerging Learning Technology Award, Helping Students Learn Data Visualization Through Dialogue
A new AI platform is helping students
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Latest AI News for Executives and Strategy
Apple's Leadership Shake-Up Puts Its AI Strategy on the Line
Apple's leadership churn signals a real strategy pivot under AI pressure. Exits, new hires, and a delayed Siri relaunch hint at more volatility and a push to ship faster.
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CFOs as AI Entrepreneurs: Make Trusted Data the Engine of Predictive Performance
CFOs can turn clean, governed data into smarter forecasts and faster decisions. Start with clear use cases, fix the data, set guardrails, and make AI accountable to the P&L.
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CEOs Who Code Close the Gap Between AI Vision and Delivery
AI sits at the core, and CEOs who speak software turn talk into shipped value. Pair with the CTO, tie bets to metrics, set guardrails, and ship faster-on purpose.
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Ropes & Gray Names Gretchen Greene First Chief of AI Strategy, Among the Earliest in the AmLaw 25
Ropes & Gray has named Gretchen Greene its first Chief of AI Strategy, formalizing senior AI leadership at the firm. She'll drive integrated workflows and measurable client results.
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UAE Races Ahead on AI, Promising Big Economic Upside, Says Mubadala's Al Mubarak
The UAE is turning AI plans into operations by building compute, securing chips, and moving services to apps. The push spans population training and Mubadala's AI-led investing.
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Big Law Poaches AI Chiefs From Tech to Gain an Edge
Top firms are naming chief AI leaders-Ropes & Gray hired Gretchen Greene from Meta to set strategy. A practical playbook follows: use cases, guardrails, KPIs, training time.
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AI-only gadgets are chasing problems that don't exist, says Logitech's CEO - betting on integrations, a stable supply chain, and no new price hikes
Logitech's CEO says standalone AI gadgets lack a clear use case as phones and PCs absorb the same features. Logitech is adding AI to peripherals and focusing on practical wins.
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HHS Launches Five-Pillar AI Strategy to Modernize Care, Public Health, Research, and Operations
HHS launched a new AI strategy to improve care, public health, research, and operations. It sets guardrails, shared tools, and focuses on workforce and measurable results.
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Meta Inks Deals With CNN, Fox and People Inc to Bring Real-Time News and Lifestyle to Meta AI
Meta signed multi-year deals with major publishers to bring real-time news and lifestyle content into Meta AI with attribution and links. Expect new reach-and tougher trade-offs.
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Why I can't paste the Waterloo News piece-and how I can still help
Extract the signal from articles without copying: key facts, implications, next steps. Use AI for summaries, focused outputs, and short, compliant quotes so you can move faster.
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Latest AI News for Finance
Nvidia's 90% Problem if AI Spending Pulls Back
Nvidia is the most exposed AI bet: ~90% of revenue leans on data centers. Demand is hot now, but if ROI and paid adoption lag, CFOs cut spend and Nvidia feels it first.
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CFOs as AI Entrepreneurs: Make Trusted Data the Engine of Predictive Performance
CFOs can turn clean, governed data into smarter forecasts and faster decisions. Start with clear use cases, fix the data, set guardrails, and make AI accountable to the P&L.
Read more →
Flex Raises $60M to Bring an AI Back Office to the Middle Market
Flex raised $60M for AI finance tools serving mid-market firms, putting its valuation near $500M. Revenue quadrupled as payments volume jumped from $1B to $3B.
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TechStock²'s 24/7 finance AI chatbot puts global markets in your browser - how it stacks up against market bots
TechStock² rolls out a 24/7 browser chatbot that answers plain-English market questions across stocks, ETFs, crypto, FX, and bonds. It's research help, not trading advice.
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AI pushes tax and finance teams to blend data and accounting skills, EY says
EY finds 89% of finance leaders plan to upskill for AI, chasing a blend of accounting, data know-how, and product skills. Big ambition, thin data-only 16% feel ready.
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Aaru lands Redpoint-led Series A on multi-tier valuation near $1B for AI-simulated customer research
Aaru raised a Redpoint-led Series A with tiered pricing-some near a $1B headline, others lower, blending under $1B. It simulates users for research; ARR is under $10M and growing.
Read more →
Best Chinese Stocks for December 2025: AI, EVs and Chip Leaders in a Rebounding Market
China's market rebounded in 2025, and valuations still trail global peers. Top tech, EV, and AI names-Alibaba, Tencent, BYD, SMIC-are back in focus for Dec 2025 on policy support.
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IBM watsonx Lets Financial Institutions Move from Pilot to Production with Governance They Can Trust
Finance is pushing AI into core workflows, but trust and compliance still stall production. IBM's watsonx brings explainability, governance, and flexible deployment.
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Finance 2026: AI fraud, fatigue, tougher compliance, data borders, and an energy squeeze
2026 will test finance: smarter AI fraud, rising fatigue, stricter rules, and data borders. Win with real-time checks, attention-aware workflows, and AI records baked into ops.
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Meta mulls 30% metaverse cuts as AI and wearables take the lead
Meta is weighing up to a 30% cut to Reality Labs in 2026, redirecting spend to AI and wearables. Investors cheered the shift-less headset burn, better margin math.
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Taiwan Semiconductor Is the AI Kingmaker Investors Keep Overlooking
TSMC is the quiet winner of AI spend, making chips for everyone from Nvidia to hyperscalers. Watch its revenue and HPC mix for early signals on data center buildouts.
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Latest AI News for Government
AI diagnostics boost TB and diabetes care across India as eSanjeevani adds decision support
AI speeds TB and diabetes screening in India via MadhuNetrAI, CATB, CDSS, and X-ray tools. Early gains: 14k+ DR images read, 1.62 lakh TB screens, 282M eSanjeevani consults.
Read more →
AI could loosen America's two-party duopoly-even as energy bills hit record highs
AI could help independents crack the two-party grip by pinpointing winnable House districts. But success still hinges on candidates and communities, not algorithms.
Read more →
AI, Civility, and Pennsylvania's Big Bet: Dave McCormick's Message at Lehigh
Sen. Dave McCormick calls AI the top issue and says tech, talent, and data must be national goals. He backs private innovation, skilled immigration, and grid-ready data centers.
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AWS Brings AI Factories On-Premises with NVIDIA to Meet Sovereignty and Compliance Requirements
AWS brings its AI stack to government data centers to keep sensitive data on-site. With NVIDIA GPUs, Trainium, Bedrock, and SageMaker, teams get managed services and model access.
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Gibberish labels spark backlash as NB Liquor pulls AI holiday ad
New Brunswick pulled an AI-made NB Liquor ad after complaints about too-perfect shots and gibberish labels, and sidelining local talent. Set clear AI rules, tighten QA, hire local.
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Washington Moves to Preempt State AI Laws at Silicon Valley's Urging
Feds, backed by Silicon Valley, aim to pre-empt state AI rules and push decisions to Washington. States can lock in procurement, privacy, and child-safety checks now.
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Delhi Government launches AI Grind to get students solving real-world problems
Delhi AI Grind runs Dec-Mar to help students 10-25 solve real problems with AI; classes 6-9 and 11 are in. Register by Dec 8, run mini-grinds Dec 15, and name five ambassadors.
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Delhi AI Grind Kicks Off Citywide: Mandatory for Classes 6-9 and 11, Registrations Close Dec 8
Delhi launches Delhi AI Grind, a citywide push to teach AI and tackle real problems in schools. It runs Dec-March for ages 10-25, mandatory for classes 6-9 and 11.
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Japan eases data consent for AI, imposes stiffer penalties for abuse
Japan will ease consent rules for AI statistical use and widen research access, while requiring guardian OK for under-16s. Deceptive data resale would face profit-based fines.
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Hamlet Uses AI to Pull Back the Curtain on Local Government
Hamlet uses AI to turn hours of city meetings into searchable highlights, boosting transparency. Backed by $10M, it pushes clips to TikTok, YouTube, and more.
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Growth Over Guardrails: Australia's AI Gamble
Australia pivots to a growth-first AI plan under existing laws, with a Safety Institute slated for 2026. Critics warn of weak protections; business backs a lighter touch.
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Latest AI News for Healthcare
India's Health Ministry Fast-Tracks AI in Public Healthcare: Centres of Excellence, eSanjeevani at Scale, and Smarter Screening for TB and Diabetic Retinopathy
India's Health Ministry is fast-tracking AI with new CoEs at AIIMS Delhi, PGIMER, and AIIMS Rishikesh. First up: eSanjeevani triage, AI TB X-rays, and DR screening with oversight.
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India's Health Ministry Fast-Tracks AI: 282M Teleconsults, 12-16% Higher TB Detection, Wider Diabetic Eye Screening
India's Health Ministry is scaling AI nationwide, naming AIIMS Delhi, PGIMER and AIIMS Rishikesh as Centres of Excellence. Results: 282M teleconsults and TB detection up 12-16%.
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AI in Rural Healthcare: Hope for Mississippi, Hard Questions on Bias, Safety, and Transparency
AI can extend care in rural clinics where staff are scarce-if we build it with guardrails. Done wrong, bias and opacity can widen the very gaps we're trying to close.
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From Back Office to Bedside: Health Systems Turn to AI for Clinical Diagnosis
AI is stepping from admin tasks to the bedside: triage, imaging, and decision support that speed the right diagnosis. Start narrow, validate hard, and measure what matters.
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2026 Open Enrollment Cost Crunch: Agentic Automation Moves From Pilot to Payoff
Open enrollment 2026 brings premium hikes-some over 50%-plus subsidy/Medicaid risks. Health orgs are rushing to automate prior auth and billing to protect access.
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Latest AI News for Hospitality and Events
Amano Hotels rolls out Flexkeeping AI across Europe and the UK for cleaner, smarter stays
Amano Hotels rolled out Flexkeeping's AI cleaning across Europe and the UK, streamlining ops and cutting waste. Expect faster turns, consistent standards, and measurable savings.
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Rooms and Suite Expands AI Booking Platform for Smarter, Fairer Hotel Pricing as 45,000 Stays Validate Demand
Rooms and Suite rolls out AI that finds better hotel rates faster with less hassle. Early traction-45,000 stays-points to fairer pricing, smarter discovery, and 24/7 support.
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Emotion, Not Guilt: AI That Turns Hotel Guests Into Active Participants
Guests say they care, but comfort wins. AI helps hotels make greener choices feel effortless and rewarding-real-time impact, personal nudges, and perks that guests repeat.
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Curator and Directful Partner to Grow Direct Bookings for Independent Lifestyle Hotels: AI Messaging, Predictive Targeting, and First-Party Data Cut OTA Reliance
Curator names Directful to help indie lifestyle hotels grow direct bookings with predictive targeting and mobile-first messaging. Cut OTA costs and build loyalty.
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Latest AI News for Human Resources
AI in Hiring Needs Transparency, Audits, and a Human Final Say
Candidates trust hiring more when humans stay in the loop and companies explain where AI is used. Be transparent, audit for bias, offer appeals, and follow emerging laws.
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Patchwork state workplace AI laws kick in Jan. 1, 2026-what HR needs to know now
New state AI rules are changing hiring, pay, and performance decisions, raising legal risk. Do the heavy lift once: disclose, document, audit, and standardize across states.
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Latest AI News for Insurance
Florida AI Bill of Rights and Hyperscale Data Center Crackdown: DeSantis Puts Utility Costs, Water, and Local Control First
Florida plans an AI Bill of Rights and limits on hyperscale data centers, signaling tighter rules for insurers. Expect more transparency, audits, bias tests, and human review.
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Predict the storm, prevent the claim: AI makes home insurance proactive against extreme weather
Insurers use AI and geo data to move from blunt pricing and reactive payouts to property-level prevention. Result: fairer rates, fewer losses, faster recovery and quicker payouts.
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Garbage in, garbage out: In underwriting, AI should cut grunt work-not critical thinking
Insurance leaders warn juniors are leaning on AI without the judgment to back it up. Use it to speed triage, then stress-test, cite sources, and make the call.
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Cut the grunt work, keep the judgment: Insurance leaders fear AI-dependent junior underwriters
Leaders warn junior underwriters may dull judgment leaning on chatbots-'garbage in, garbage out.' Use AI to speed grunt work, but verify and keep the final call human.
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Pace AI Agents Go Live at Prudential, Saving Thousands of Hours
Pace's AI agents are live at Prudential's ILI, handling thousands of hours in policy service and QA. After a successful pilot, a multi-year rollout is underway.
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APAC insurance this week: Malaysia CEO shake-ups, AI goes centre stage by 2026, Singapore remote work climbs, HK underwriting under pressure
Malaysia names new CEOs as AI shifts from pilots to the core by 2026. Hong Kong P&C faces tighter margins after fresh losses, while Singapore's insurers lean a bit more remote.
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Finance Flips the Script: Europe's Banks and Insurers Put AI at the Core
Insurers are wiring AI into fraud checks, claims, support, and pricing-moving from trials to daily ops. Europe leads, with Revolut and Zopa reporting time and cost wins.
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Insurers fast-track AI to production as OpenAI demand soars
Insurers and banks are now moving AI from pilots to everyday work, speeding claims and tightening fraud checks. In Europe, names like Revolut and Zopa are reporting real gains.
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State Insurance Regulators Urge Congress to Reject Federal AI Moratorium, Citing Risks to Claims and Underwriting
State regulators urge Congress to reject a federal AI moratorium, warning broad definitions could slow claims and underwriting. Keep work moving; tighten governance and plans.
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AI-Driven Risk Management for Banking and Insurance: Real-Time Fraud Detection, Predictive Decisions, and Automated Compliance
AI moves insurers and banks from cleanup to control with real-time risk, smarter underwriting, and fewer false positives. Expect faster claims, lower costs, stronger compliance.
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Sixfold Passes 1 Million AI Underwriting Submissions as Carriers Move From Pilots to Production
Sixfold has crossed 1M underwriting submissions across 40+ lines, with 129% growth and 50+ teams live. Adoption sits at 89%, and time to value averages 2.4 months.
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Data First, AI Second: Why AI in P/C Insurance Lives or Dies on Data Quality
AI is moving from pilots to production in P/C insurance, boosting claims, underwriting, and fraud. Winners fix data first so models scale, audits pass, and teams actually use them.
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AI Copilots vs. Legacy Systems: A 2026 Turning Point for Insurance
By 2026, copilots start taking over insurance workflows while legacy stays system of record. 2025 is your build year-ship safe, auditable AI and track clear wins.
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AI becomes the operating system of insurance in 2026
By 2026, AI moves from add-on to core: copilots, claims in minutes, adaptive underwriting, and tighter pricing under climate and cyber strain. Win with guardrails and speed.
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Latest AI News for IT and Development
Таємні бажання ІТ-лідерів до Дня святого Миколая: перемога і лідерство України в ШІ
IT leaders in Ukraine ask for victory, stable policy, and real ownership of AI delivery. Keep engineers sharp, ship export-ready pilots, and turn disciplined execution into jobs.
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Open Source Is Helping China and Huawei Pull Ahead in AI, Nvidia's Jensen Huang Says
Jensen Huang says China and Huawei are pulling ahead in AI by going open source, while the U.S. bets on top-tier closed models. Scale, energy, and manufacturing tip the field.
Read more →
Meta signs AI news deals with USA Today, CNN, Fox News for real-time answers and direct links
Meta inked AI data deals with major publishers to fuel real-time answers across its apps. Expect cited links and a shift from feeds to the assistant.
Read more →
AI data centers that flex with the grid: software orchestration cuts peak demand by 25%
AI data centers can ease grid strain by flexing demand with software, not new hardware. A Phoenix test cut a 256-GPU cluster's draw 25% for three hours while meeting QoS.
Read more →
Generic AI Falls Short in EAI and iPaaS - Vertical Agents Deliver Accuracy, Governance, and Predictability
Generic coding assistants trip over EAI/iPaaS rules and create rework. Vertical agents hit patterns, log correctly, deliver first-pass accuracy that drives reliability and ROI.
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From observability to prevention: Sentry's reasoning AI stops bad code before it ships
Teams are moving from dashboards to AI that pinpoints root causes and stops risky changes before they ship. Sentry's Seer flags commits, drafts fixes, and reduces alert noise.
Read more →
AI is rewriting the cyber threat playbook - Palo Alto Networks CEO says detection must come first
AI has raised the stakes, so prevention alone won't cut it. Shift to behavior-based detection, identity-first defenses, unified telemetry-and fast, human-in-the-loop response.
Read more →
Who's Suing AI and Who's Signing: NYT and Chicago Tribune Take Aim at Perplexity as Meta Strikes Deals, Getty Falls Short in UK
Lawsuits stack up (NYT, Tribune, Penske) even as Meta and others cut new content deals; Getty's UK bid fizzled. Rules on training, RAG, attribution and payment are being set now.
Read more →
Meta snaps up Limitless to fuel its next wave of AI wearables
Meta is buying Limitless, maker of a pendant recorder that turns conversations into searchable notes. Expect AI wearables to lean into recall, strict privacy, and new dev APIs.
Read more →
Japan eases data consent for AI, imposes stiffer penalties for abuse
Japan will ease consent rules for AI statistical use and widen research access, while requiring guardian OK for under-16s. Deceptive data resale would face profit-based fines.
Read more →
USAi turns AI testing into governmentwide code development
GSA's USAi has moved from pilot to a shared build space where agencies test models, compare notes, and set guardrails. Teams benchmark tasks, speed buys, and reuse patterns.
Read more →
Gen AI's Promise Depends on a Learning Culture, Not Just Tools
Gen AI sticks when learning is built into the work-tied to goals, led from the top, shared, resourced, and celebrated. Then teams ship faster with better outcomes.
Read more →
Sega backs AI for efficiency, treads carefully amid creative pushback
Sega will use AI to speed production, keeping character design and story in human hands. Expect tools for QA, localization, and asset workflows, not flashy shortcuts.
Read more →
Latest AI News for Legal
Why Lawyers Keep Getting Burned by AI: Verification Costs Crush the Value
Lawyers keep getting burned by AI when the cost of checking wipes out the time saved. Use it for low-stakes work, and verify every cite before it hits a brief.
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Peace in the Quantum-AI Age: Ethical Leaders, International Law, and a UN-Centered Future
AI and quantum tech outpace law, pressuring peace and security. It weighs a UN-vetted leadership idea against sovereignty limits and urges treaties, audits, and accountability.
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AI in Legal Grew Up This Year: Lessons and Wins from ELM Amplify 2025
Legal teams are moving past pilots to focused, governed AI that solves real work. Leaders at ELM Amplify 2025 stress small, durable use cases and buy-in from IT and finance.
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Who's Suing AI and Who's Signing: NYT and Chicago Tribune Take Aim at Perplexity as Meta Strikes Deals, Getty Falls Short in UK
Lawsuits stack up (NYT, Tribune, Penske) even as Meta and others cut new content deals; Getty's UK bid fizzled. Rules on training, RAG, attribution and payment are being set now.
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Patchwork state workplace AI laws kick in Jan. 1, 2026-what HR needs to know now
New state AI rules are changing hiring, pay, and performance decisions, raising legal risk. Do the heavy lift once: disclose, document, audit, and standardize across states.
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AI Robotics in Manufacturing and Logistics: Data Rights, Contract Pitfalls, and Regulatory Risks
AI robots are leaving pilots for the factory floor, and counsel has to lock down data rights, safety, and compliance. A quick checklist helps tighten contracts and cut risk.
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Same Question, Different Verdicts: 12,000 Legal AI Tests Expose a Consistency Gap
Same prompt, different answers: 12,000 legal tests show AI is steady on recall but wobbly on analysis and research. That hurts client trust, so teams need guardrails.
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From Copilot to Firm OS: Harvey's AI Orchestrates Legal Work and Lifts Profitability
Harvey moves beyond lawyer productivity to rewiring how firms run-coordinated workflows, tighter QA, and profit lift. Partners architect; juniors operate; matters close faster.
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Crawl, walk, run: A people-first path to AI value in law firms
Firms are moving past pilots to real results with clear AI plan and people-first adoption. Crawl-walk-run, tight guardrails, and 2x revenue growth show strategy turning into value.
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AI Training on Trial: Fair Use, Fair Dealing, and a Push to Modernize Copyright by 2026
Canada and U.S. courts will test AI training under fair dealing/use, setting guardrails for datasets and products. Act now: audit data, tighten contracts, and add output controls.
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AI to Assist, Not Decide: CJI Surya Kant as Supreme Court Allows Withdrawal of Plea Seeking Regulation of AI
SC says AI can help but won't call the shots. CJI Surya Kant nudges the issue to the administrative side; plea withdrawn, with a clear push for stricter verification.
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RDJ adopts Legora legal AI firmwide after 100% pilot approval
RDJ rolls out Legora in Cork, Dublin and Galway, adding AI assistants, tabular review, and automation to speed legal work. Expect faster drafts, sharper analysis, quicker delivery.
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BigLaw AI leader joins law firm as director, headlining the latest legal tech roundup
A former BigLaw AI leader steps in as director, signaling firms are getting serious about oversight. Expect clear policies, human review, and measurable results across matters.
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AI will widen legal roles and workloads, ex-minister tells Law Expo Seoul 2025
At Law Expo Seoul, speakers said AI won't shrink legal work-it'll raise it. Expect surging demand in AI infrastructure, tighter governance, and upskilling for in-house teams.
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Latest AI News for Management
AI is rewriting the cyber threat playbook - Palo Alto Networks CEO says detection must come first
AI has raised the stakes, so prevention alone won't cut it. Shift to behavior-based detection, identity-first defenses, unified telemetry-and fast, human-in-the-loop response.
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AWS CloudOps goes multi-cloud for AI scale and resilience
AWS doubles down on multi-cloud and resilience as AI boosts traffic and compliance pressure. Interconnect, EKS, and AIOps speed links, simplify ops, and improve signals-watch costs.
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AI retasks air and ground drones in seconds in Skunk Works live demo
Lockheed's live demo showed AI spotting a fuel issue, replanning in seconds, and swapping UAVs while a human okayed the move. It keeps missions on track and lightens operator load.
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dans and Emirates Aviation University sign AI air traffic management research agreement at Dubai Airshow 2025
dans and Emirates Aviation University signed at Dubai Airshow 2025 to develop AI for air traffic. Planned tools: delay and congestion prediction, GDP advice, and an XAI dashboard.
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AI won't take over travel agencies-it'll raise the bar, says CoTrav CTO Vinod Kumar Sah
AI won't replace travel agencies; it will push expectations higher. CoTrav blends automation with 24/7 human support and tight financial controls to cut waste and boost compliance.
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McKinsey's Make-Or-Break Moment With AI
McKinsey's pivot to AI-first delivery shows where management is headed: fewer meetings, more systems, clear outcomes. Start small, ship fast, and put guardrails in place.
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Less Copy-Paste, More Clarity: Singlepane's AutoAbstract Automates Hotel Contracts
Singlepane's AutoAbstract pulls key dates and terms from contracts so hotel teams skip data entry and act faster. It flags unclear clauses, cutting errors and missed renewals.
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Latest AI News for Marketing
Record Margins, AI-Resistant Marketing, and a Barclays Upgrade Put Rollins (NYSE:ROL) in Focus
Rollins posted record revenue and wider margins on disciplined execution. Marketers can borrow the playbook: diversify brands and channels to lessen AI-era SEO risk.
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Serious Segmentation Demands Tensor Thinking
Segmentation isn't a quadrant; it's a tensor of data, context, and time that demands model thinking. Clean your sources, test hypotheses, then automate the grunt work.
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Who's Suing AI and Who's Signing: NYT and Chicago Tribune Take Aim at Perplexity as Meta Strikes Deals, Getty Falls Short in UK
Lawsuits stack up (NYT, Tribune, Penske) even as Meta and others cut new content deals; Getty's UK bid fizzled. Rules on training, RAG, attribution and payment are being set now.
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Smarter Ads, Fewer Spreadsheets: AI That Gives Marketers Time to Create
AI is quietly boosting ad performance with smarter targeting, personalization, and always-on testing. Keep humans on strategy while machines handle the grind.
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From Taco Bell to Duolingo: AI Missteps and 2026 Lessons-Keep It Human, Vet the Creative
Big brands stumbled with AI; don't ditch it-pair speed with human judgment and guardrails. For 2026, vet outputs, label synthetic, protect data, keep people first.
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Astar 2.0: Cross-Chain AI for Classrooms and Campaigns
Astar 2.0 bets on scale and cross-chain reach for AI across classrooms and campaigns. New tokenomics, Burndrop, and zkEVM aim to tidy data, attribution, and adoption.
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PPC Pulse: AI Max Clarified, Cyber Monday Costs Up, and a New Google Ads Asset to Watch
AI Max still needs tight structure: match types, negatives, and clean lanes. Cyber Monday spend rose as efficiency slipped; Google's 'What People Are Saying' asset needs oversight.
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Speed Without Soul: Why Authentic Content Outperforms AI Marketing
Automation makes content fast, but sameness taxes attention. Draft with AI, then humanize-details, rhythm, a clear point of view that reads like an actual person.
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AI Is Eating Professions: Winners, Losers, and the New Rules of Work
AI now handles the predictable work in support and marketing, from first replies to content drafts. Your edge is judgment, strategy, and empathy-direct the tools, don't compete.
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2026: UK brands ditch AI hype for real results
2026 trades AI talk for outcomes-lower CAC, faster launches, and creative that works. Invest in consented data, sharp measurement, and repeatable loops that show lift weekly.
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Latest AI News for Operations
Agentic AI at Work: Scaling Efficient, Sustainable Operations
Agentic AI helps ops boost uptime, cut costs and waste, and bake sustainability into daily work. It acts across systems for leaner flows and real-time emissions insight.
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Amano Hotels rolls out Flexkeeping AI across Europe and the UK for cleaner, smarter stays
Amano Hotels rolled out Flexkeeping's AI cleaning across Europe and the UK, streamlining ops and cutting waste. Expect faster turns, consistent standards, and measurable savings.
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Dior partners with Scandit and Hardis to bring AI and AR to warehouses, cutting shipping control time by 85%
Dior partners with Scandit and Hardis to add smart data capture to its WMS, speeding work without extra hardware. Shipping control time fell 85%, with faster picks and fewer errors.
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AI data centers that flex with the grid: software orchestration cuts peak demand by 25%
AI data centers can ease grid strain by flexing demand with software, not new hardware. A Phoenix test cut a 256-GPU cluster's draw 25% for three hours while meeting QoS.
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AI Agents at Splunk .conf25 Turn Machine Data into the Control Plane for Faster, Safer Public Sector Decisions
At .conf25, Cisco and Splunk put AI agents to work on machine data for faster answers with strong guardrails. Teams should federate data, cut toil, and keep humans in the loop.
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AI Heads to the Back Office as Half of Top 20 Health Systems Ditch Legacy RTLS and Length-of-Stay Optimization Surges
AI is shifting to the back office, where bed flow, staffing, and discharge offer the biggest wins. Expect RTLS swaps, automation, and shorter stays-pilot, then scale.
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Pace AI Agents Go Live at Prudential, Saving Thousands of Hours
Pace's AI agents are live at Prudential's ILI, handling thousands of hours in policy service and QA. After a successful pilot, a multi-year rollout is underway.
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APAC insurance this week: Malaysia CEO shake-ups, AI goes centre stage by 2026, Singapore remote work climbs, HK underwriting under pressure
Malaysia names new CEOs as AI shifts from pilots to the core by 2026. Hong Kong P&C faces tighter margins after fresh losses, while Singapore's insurers lean a bit more remote.
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Germany Tests 5G Remote-Controlled Trains with AI Obstacle Detection in Live Depot Trials
Siemens Mobility's RemODtrAIn pilots secure remote control and AI obstacle detection for depot moves over public 5G. Early DB tests target safer, faster shunting.
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State Insurance Regulators Urge Congress to Reject Federal AI Moratorium, Citing Risks to Claims and Underwriting
State regulators urge Congress to reject a federal AI moratorium, warning broad definitions could slow claims and underwriting. Keep work moving; tighten governance and plans.
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2026: Auto Retail's First True AI Operations Year
Dealers are shifting AI from pilot to backbone in 2026, with 76% boosting budgets. Early adopters report faster responses, lower BDC costs, and stronger listing engagement.
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Prudential ILI Deploys Pace AI Agents, Saving Thousands of Hours and Improving Service Quality
Prudential's ILI teams are using Pace's AI agents to automate policy servicing and QA at scale. They're live, saving thousands of hours and improving speed, accuracy, and costs.
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BT unveils UK-based sovereign cloud, voice and AI platform to keep data at home
BT launches a UK sovereign platform for voice, cloud, and AI to keep data and support on home turf. Ops teams get per-workload controls, phasing in through H1 2026.
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Latest AI News for PR and Communications
Couture in Motion: Disrptve's AI brings Sarab Khanijou's DHUN to life
Disrptve's AI-led visuals bring Sarab Khanijou's DHUN to life, keeping craft and emotion intact. Controlled shoots and LoRAs produce rich, reusable assets for social and shows.
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Who's Suing AI and Who's Signing: NYT and Chicago Tribune Take Aim at Perplexity as Meta Strikes Deals, Getty Falls Short in UK
Lawsuits stack up (NYT, Tribune, Penske) even as Meta and others cut new content deals; Getty's UK bid fizzled. Rules on training, RAG, attribution and payment are being set now.
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Meta pays CNN, Fox News and others to bring real-time news to its AI
Meta will pay CNN, Fox, USA Today and others to use their articles in Meta AI, with links and fresher answers. For PR teams, it's a new channel that could sway reach and control.
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Digital Media Trends & Analytics minor becomes Penn State's largest as students seek AI-era skills
Penn State's DMTA is now the university's largest minor, built around AI-informed campaigns on real platforms and metrics. Grads show up job-ready, with ethics baked in.
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Felistus Mutune Calls for Tech-Savvy, Proactive PR as AI Transforms Government Communication
At PRSK Summit, Felistus Mutune urged PR to act early, give comms executive status, and set fast, clear processes. AI fluency, guardrails, and daily listening now set the pace.
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Meta teams up with major media to bring real-time news to Meta AI
Meta struck deals with major publishers to pipe real-time news into Meta AI and link to outlets. PR teams should retool: monitor queries, tighten quotes, track clicks, move fast.
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Real doctors, fake words: AI deepfakes push unproven menopause supplements on TikTok
Deepfake clips pose as real doctors to pitch supplements across TikTok and more, seeding false health claims. PR teams get steps to spot, report, and shut them down fast.
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Latest AI News for Product Development
ChatGPT Voice Breaks Free: No Mode Switching, Live Transcripts, Visual Answers
ChatGPT Voice is built into chat: talk, see live transcripts, and get maps or images in one thread-no mode switching. Build for one shared conversation state and low latency.
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Who's Suing AI and Who's Signing: NYT and Chicago Tribune Take Aim at Perplexity as Meta Strikes Deals, Getty Falls Short in UK
Lawsuits stack up (NYT, Tribune, Penske) even as Meta and others cut new content deals; Getty's UK bid fizzled. Rules on training, RAG, attribution and payment are being set now.
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Meta snaps up Limitless to fuel its next wave of AI wearables
Meta is buying Limitless, maker of a pendant recorder that turns conversations into searchable notes. Expect AI wearables to lean into recall, strict privacy, and new dev APIs.
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TDC Signs Multi-Year Deal for AKA Studio, Speeding Food R&D and Laying Groundwork for AI
TDC adopts AKA Studio to centralize formulations, tests, and costs-making food R&D quicker and clearer. Teams iterate faster, cut repeats, and reply to customers sooner.
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Barry Callebaut-NotCo Makes AI Practical for Snack and Bakery R&D
AI is helping bakery and snack R&D skip dead ends and hit workable formulas faster. Barry Callebaut's deal with NotCo shows data-backed screening is moving from hype to lab bench.
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Latest AI News for Real Estate and Construction
LeanCon Closes $6M Seed: AI Shrinks Pre-Construction to Minutes, Now Powering $650M in Projects
LeanCon raised $6M to speed up pre-construction with AI, already active on $650M in New York projects. Teams see plans in about seven minutes and early costs near zero.
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AI in Real Estate Set to Surge in 2026 as Owners and Developers Ramp Up
By 2026, AI shifts from pilots to daily ops-predictive maintenance, smarter energy use, cleaner data flows. Even mid-size projects are logging savings and fewer surprises.
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Sagebrush to server racks: Nevada's AI datacenter boom collides with water and energy limits
In Storey County's TRIC, hyperscalers pack concrete as fast permits and land control turn desert into an AI datacenter factory. Scarce water and a tight grid set the limits.
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AI boom sparks data center land rush - and a grassroots backlash over homes and water
AI data centers are scaling to Central Park-sized sites as billions flow in, from Texas to suburb buyouts. Scarce resources are megawatts, permits, and trust.
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Latest AI News for Sales
Microsoft denies AI sales target cuts despite Azure quota miss reports, touts surging cloud growth and $35B buildout
Microsoft says AI quotas didn't budge as Azure pushes to meet growth goals. Sellers should focus on execution-pipeline quality, clear outcomes-and expect $35B to boost capacity.
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Cyber Week hits $336.6B as AI agents drive $67B and 1 in 5 orders
Cyber Week 2025 hit $336.6B; AI agents shaped 20% of orders and drove $67B. Now lean into session-aware recs, faster mobile checkout, and smart guardrails on automation.
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Southwest trims outlook, HPE stung by delayed AI deals, Victoria's Secret jumps on best growth in four years
Mixed signals: Southwest trims outlook while HPE pushes AI deals to 2026; Victoria's Secret raises its view. Lead with fast ROI, phased buys, and clear unit economics to win 2025.
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Lisa Su Bets Big on AI as AMD Races for Data Center Dominance
Lisa Su is pushing AMD hard into data center AI with GPUs, open software, and efficiency. For sellers, think bigger deals, TCO-led pitches, and less lock-in risk.
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Cyber Week Spending Hits $336B as AI Shopping Agents Guide $67B and Salesforce's Agentforce 360 Outpaces Rivals
AI agents drove $67B of Cyber Week's $336B via quick support and spot-on recommendations. Next: roll out Agentforce 360 with cart rescue, clean data, and shared KPIs.
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AI Agents Stall in the Enterprise as Safety Fears and Murky ROI Slow Microsoft's Push
AI agents aren't flying off the shelf, and sales targets are getting trimmed. Wins now come from narrow pilots, clear ROI, tight safety, and proof over pitch.
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Latest AI News for Science and Research
DeepMind at 15: Pushmeet Kohli on responsible AI that accelerates science, from AlphaFold to Gemini
DeepMind's Pushmeet Kohli says build AI responsibly for real impact-skip the "move fast, break things" trope. AlphaFold shows the approach; trust and calibration matter.
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AI's climate footprint is smaller than feared-and could accelerate clean tech
New research finds AI's climate hit is smaller than feared at national scale. Strain is local near data centers; siting with clean electricity can speed green tech.
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Brain-Inspired Blueprints Give AI a Head Start Before Training
Johns Hopkins finds some untrained CNNs mimic early visual cortex from the start. The right architecture can rival months of training, giving a strong head start.
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Open Source Is Helping China and Huawei Pull Ahead in AI, Nvidia's Jensen Huang Says
Jensen Huang says China and Huawei are pulling ahead in AI by going open source, while the U.S. bets on top-tier closed models. Scale, energy, and manufacturing tip the field.
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AI's Slop Flood: 113 Papers, High School Coauthors, and a Review System in Crisis
AI papers are flooding conferences, and quality is slipping. The fix: clear authorship, locked evals, code and artifacts, ablations, and incentives for fewer, better papers.
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Richland lands $47M AI lab at PNNL to speed microbial discoveries
PNNL is building a $47M, 32,000-sq-ft lab where robots and AI run nonstop experiments to map microbial traits. Goal: cut discovery from months to days for meds, energy, materials.
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SECURED Innohub launches at Josep Carreras to advance privacy-first AI in cancer research across Europe
At IJC, the SECURED Innohub lets teams train AI on clinical data without exposing patient records. Pilots span tumour triage, paediatric risk, and synthetic data-no raw data moves.
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Aaru lands Redpoint-led Series A on multi-tier valuation near $1B for AI-simulated customer research
Aaru raised a Redpoint-led Series A with tiered pricing-some near a $1B headline, others lower, blending under $1B. It simulates users for research; ARR is under $10M and growing.
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dans and Emirates Aviation University sign AI air traffic management research agreement at Dubai Airshow 2025
dans and Emirates Aviation University signed at Dubai Airshow 2025 to develop AI for air traffic. Planned tools: delay and congestion prediction, GDP advice, and an XAI dashboard.
Read more →
Cedars-Sinai Innovations: AI Speeds Neuron Modeling and Heart Tests as Liver Cancer Rates Decline
Fast virtual neuron modeling, improving U.S. liver cancer outcomes, and more consistent echo measurements. Helpful cues for study design, screening, and daily workflow.
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From Lima to Natal: Gomezgil Yaspik Expands Bowdoin's AI and Humanities Across South America
Bowdoin's Gomezgil Yaspik brought AI and humanities work to Peru and Brazil with talks and workshops. She previewed a 2026 Data Science Lab for ethics and classroom AI literacy.
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Iran finalizes national AI plan to boost research, talent, startups, and global ties
Iran approved a national AI plan spanning labs, courses, and startup pathways. It backs homegrown models, data platforms, and global partnerships to lift rankings and deployment.
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USF's VisualStats Wins 2025 Emerging Learning Technology Award, Helping Students Learn Data Visualization Through Dialogue
A new AI platform is helping students
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AI chatbots are swaying voters, even when they're wrong
New studies show AI chatbots can nudge voter preferences by a few points, with effects that linger. For research teams, persuasion is measurable at scale-but risky without guardrails.
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Latest AI News for Writers
Meta signs AI news deals with CNN, Fox, Le Monde for real-time updates in its chatbot
Meta struck AI data deals with outlets like USA Today, CNN, and Le Monde to feed its assistant and link back to articles. Expect quicker answers in chat-and new referral traffic.
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Is Your Job at Risk? Microsoft Study Finds AI Targets Writing and Research, Not Hands-on Work
Study finds AI strong at gathering, summarizing, and drafting-but not the whole job. Writers who invest in reporting, judgment, and voice hold the advantage.
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Ghosts, Hums, and the F.O.B. Voice: Why A.I. Writing Stays Mid
AI writes smooth, forgettable prose by design; safety and scale flatten voice. You beat it with real details, firm constraints, and a few ruthless edits.
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Meta cuts AI licensing deals with CNN, Fox, USA Today as media lawsuits heat up
Meta struck deals to feed its AI with reporting from CNN, Fox News, USA Today, Le Monde, and more. Writers should prep for chat-first answers, sharper credit, and new licensing.
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Who's Suing AI and Who's Signing: NYT and Chicago Tribune Take Aim at Perplexity as Meta Strikes Deals, Getty Falls Short in UK
Lawsuits stack up (NYT, Tribune, Penske) even as Meta and others cut new content deals; Getty's UK bid fizzled. Rules on training, RAG, attribution and payment are being set now.
Read more →
Copyfast.AI Helps Businesses Scale On-Brand SEO Content Without the Busywork
Copyfast.AI helps writers produce SEO-focused drafts that sound like the brand. Set voice rules and audience details, get consistent blogs, posts, and pages you can quickly refine.
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Waterstones Will Sell AI-Generated Books-But Don't Expect Them Front and Centre
Waterstones may stock clearly labelled AI books if readers want them; staff still favour human voices. To get displays, show local demand and disclose any AI use.
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Turn AI text into natural, engaging writing with CudekAI
AI gets you a quick draft, but it can feel flat. CudekAI smooths tone, varies rhythm, and keeps your meaning intact so your writing reads clear, human, and worth trusting.
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