Today's AI Pulse

Anthropic’s Claude agents out‑price rivals in internal marketplace test
Anthropic ran a week‑long internal marketplace called Project Deal, where Claude agents negotiated purchases for 69 employees via Slack. Runs using the flagship Claude Opus 4.5 consistently secured higher prices—averaging $3.64 more per sale—and closed roughly two extra deals per participant compared with runs that included the smaller Claude Haiku 4.5 model.
Also developing:
By the numbers: ComfyUI raises $30M at $500M valuation

Microsoft Announces Powerful New Chip for AI Inference
Microsoft unveiled the Maia 200, its next‑generation AI inference chip, featuring over 100 billion transistors and delivering more than 10 petaflops in 4‑bit precision and roughly 5 petaflops in 8‑bit mode. The processor is positioned as a workhorse for running large language models with lower power draw and reduced inference costs. Microsoft claims a single Maia 200 node can handle today’s biggest models with headroom for future growth. The launch underscores Microsoft’s push to lessen reliance on Nvidia by joining Google’s TPU and Amazon’s Trainium in the custom‑silicon race.

What FIS Has Planned After the Global Payment Deals
FIS closed a strategic swap with Global Payments, acquiring the card‑issuing technology unit while off‑loading its merchant‑technology division. The move sharpens FIS’s focus on bank clients amid rising fintech competition. In parallel, FIS announced a bank‑centric suite of agentic AI...
Fairness in PCA-Based Recommenders
In this episode, David Liu, an assistant research professor at Cornell, discusses how standard recommender techniques like PCA and collaborative filtering can unintentionally disadvantage minority and niche user groups. He introduces the notion of "power niche users"—highly active users with...

ThoughtSpot CEO - ‘Most AI Agents Are Confident Idiots’
ThoughtSpot CEO Ketan Karkhanis warned that most AI agents are "confident idiots" because they operate without a solid analytics foundation. He emphasized the need for a deterministic intelligence layer—its semantic layer that translates natural language into SQL—to avoid hallucinations. The...

Hackers Are Using LLMs to Build the Next Generation of Phishing Attacks - Here's What to Look Out For
Security researchers at Palo Alto Networks’ Unit 42 have demonstrated a proof‑of‑concept where generative AI models produce on‑the‑fly JavaScript that creates personalized phishing pages. The technique sends prompts to a legitimate LLM API, receives unique code for each visitor, and executes...

Expereo: Enterprise Connectivity Amid AI Surge with ‘Visibility at the Speed of Life’
Expereo’s chief digital officer Julian Skeels warns that AI workloads turn networking into a system‑of‑record, requiring deterministic, observable, and resilient connectivity. Enterprises are tangled in hybrid clouds and multiple providers, leading to “connectivity everywhere but visibility nowhere.” The company’s expereoOne...
AI Assistants Boost Output, Spark New Micro‑anxiety
As @jasonlk said a few days ago, it won’t be long until most of us have at least one agent working for us almost 24/7. More and more, I give an agent (usually coding or research) a task before jumping on...

Tradespace Raises $15M Series A Led by AVP
Tradespace announced a $15 million Series A round led by AVP, with participation from existing backers Eniac Ventures, Amplo VC, and Scrum Ventures. The funding will accelerate its AI‑native intellectual property platform that aims to halve external legal spend and...
NVIDIA and CoreWeave Strengthen Collaboration to Accelerate Buildout of AI Factories
NVIDIA announced a $2 billion investment in CoreWeave to accelerate the construction of more than 5 gigawatts of AI factories by 2030. The partnership deepens alignment across infrastructure, software, and platform layers, with CoreWeave adopting NVIDIA’s upcoming Rubin GPUs, Vera CPUs, and...

More Data Isn’t Always Better for AI Decisions
MIT researchers challenge the assumption that more data always improves AI decisions. They propose a framework that identifies the minimal dataset needed to guarantee an optimal decision under uncertainty, and an algorithm that tests whether additional data could change the...
**NVIDIA Earth-2 Open Models Span the Whole Weather Stack**
NVIDIA announced three new open‑source models—StormScope, Atlas, and HealDA—under its Earth‑2 portfolio, covering nowcasting, medium‑range, and data assimilation. StormScope delivers kilometer‑scale, zero‑to‑six‑hour storm forecasts that outperform traditional physics models, while Atlas provides high‑accuracy 15‑day global predictions across more than 70...
Phone‑First AI: Simpler Text Access Over Complex Setup
I’m gonna be honest about Clawdbot. I’ve seen dozens of tweets on it, watched tons of videos, read whatever docs and guides I could find, and I’m with @omooretweets on this one. I’m glad tinkerers are loving it. I’m glad...

Former Google DeepMind Scientists Raise $300M for AI Chip Startup
Ricursive Intelligence, founded by former Google DeepMind scientists behind AlphaChip, closed a $300 million Series A round at a $4 billion post‑money valuation. The funding, led by Lightspeed Venture Partners and backed by NVentures, Sequoia and others, will expand its research team and...

Upwind Secures $250 Million to Expand Runtime-First Cloud Security for AI Workloads
Upwind announced a $250 million Series B round, bringing total capital to $430 million. The funding, led by Bessemer Venture Partners with participation from Salesforce Ventures and Picture Capital, will accelerate the company’s runtime‑first cloud security platform aimed at AI‑driven workloads. Upwind claims...
LLMs Are Untapped Lego Bricks for Endless Value
Clawdbot just goes to show that LLMs are magical alien technologies we’ve conjured up from a distillation of the internet. Even if AI progress completely stalls (it won’t); we still have years worth of value to derive from what we...

How Formula E Uses Google Cloud AI to Meet Net Zero Targets
Formula E has deepened its multi‑year partnership with Google Cloud, embedding Gemini generative‑AI models across logistics, back‑office workflows, and live‑broadcast analytics. The AI‑driven digital twins enable virtual site planning, slashing physical travel and cutting Scope 3 emissions. Integrated Gemini tools in Google...
Retail’s Risky AI Commerce Bet
Retailers are increasingly embedding their product catalogs into external AI assistants such as ChatGPT and Google Bard to capture shoppers where they spend time. This shift promises instant, conversational commerce but forces brands to hand over transaction data and customer...
Wells Fargo Hires Faraz Shafiq as Head of AI
Wells Fargo announced Faraz Shafiq as Head of AI Products and Solutions, effective Feb. 9. Shafiq will report to AI Co‑CEO Saul Van Beurden and operate from San Francisco. He brings more than 15 years of leadership at Amazon Web Services, Google, Verizon and...

Booz Allen’s Vellox Reverser Accelerates Malware Analysis and Threat Intelligence
Booz Allen Hamilton has launched the general availability of Vellox Reverser, an AI‑driven malware reverse‑engineering platform. The solution leverages a resilient agentic AI architecture on AWS Lambda, Bedrock, and Step Functions to automate deep analysis of complex threats. New features...
Lianhe Sowell International Group Ltd Announces $200M Plan for Industry Robotics Headquarters in the UAE
Lianhe Sowell International Group (Nasdaq:LHSW) announced a $200 million plan to build a specialized industry robotics headquarters in the United Arab Emirates. The facility will combine R&D, manufacturing and global sales, targeting applications such as automotive spray‑painting, hazardous environments, underwater operations...
Article Intro - AI in Surgery
A systematic review of 188 studies examined artificial intelligence for surgical scene understanding (SSU) in minimally invasive abdominal procedures. The analysis found that most research relies on small, single‑center datasets, with 59% concentrating on laparoscopic cholecystectomy. Validation practices are weak—only...

Wiz Found It. Swimlane Fixed It. The Cloud Security Power Play
Cloud security teams face alert fatigue, drowning in critical notifications that outpace manual response. Wiz, a cloud risk visibility leader, has partnered with Swimlane’s Turbine agentic‑AI to turn detection into automated remediation. The integration pulls Wiz telemetry, enriches it with...

Nvidia’s New AI Weather Models Probably Saw This Storm Coming Weeks Ago
Nvidia unveiled its Earth‑2 suite of AI weather models at the American Meteorological Society meeting, highlighting a Medium Range model that outperforms Google DeepMind’s GenCast on more than 70 variables. The new models—Medium Range, Nowcasting, and Global Data Assimilation—run on...

We Need a ‘Planetary Neural Network’ for AI-Enabled Space Infrastructure Protection
The orbital environment now hosts over 11,000 active satellites and could swell to 30,000‑60,000 by 2030, creating a collision‑risk crisis known as Kessler syndrome. Traditional radar and optical tracking struggle to detect sub‑centimeter debris, prompting calls for AI‑driven space situational...

You No Longer Have to Choose Between Insight and Impact
The article argues that the traditional split between qualitative insight and quantitative impact is becoming obsolete thanks to AI and advanced analytics. By applying generative LLMs and Bayesian methods, marketers can now achieve deep, nuanced understanding at massive scale. The...

Stellar Cyber Expands Autonomous SOC Capabilities with Agentic AI
Stellar Cyber unveiled version 6.3, embedding agentic AI to push its Autonomous SOC vision forward. The update automates threat detection, investigation, triage and response across identity, network, endpoint, email and cloud layers, slashing alert fatigue and mean‑time‑to‑respond. New Model Context Protocol...

Ensembling AI Models to Improve Compliance Risk Detection
Financial services firms are turning to ensemble AI to strengthen compliance risk detection across multimodal communications. Theta Lake reports that combining lexicon‑based rules, fuzzy matching, and multiple machine learning models yields higher accuracy and fewer false positives than single‑model approaches....
Emergency Meetings and Failed Billion-Dollar Talks Reveal the Chaos Behind Apple's Pivot to Google Gemini
The episode unpacks Apple’s turbulent shift from building its own AI models to partnering with Google’s Gemini, sparked by a Bloomberg leak that prompted an emergency meeting where Siri chief Mike Rockwell dismissed the report as "bullshit." Internal strife, talent...
Oakley Meta Readies Super Bowl Debut to Sell AI Glasses to Athletes
Oakley Meta is making its Super Bowl debut with a high‑profile commercial that showcases its AI‑powered performance glasses. The ad, created by Mother LA, features Spike Lee, streamer iShowSpeed, NFL star Marshawn Lynch and several Olympians, highlighting how the eyewear...

FeNNix-Bio1 Delivers Quantum‑Accurate MD, Open for Academia
#compchem #compbio 🚀 𝐅𝐞𝐍𝐍𝐢𝐱-𝐁𝐢𝐨1 enables to perform extremely fast molecular dynamics simulations at hashtag#quantum accuracy under various #GPU-accelerated frameworks. 🚀 As some people asked me, the 𝐅𝐞𝐍𝐍𝐢𝐱-𝐁𝐢𝐨1 #machinelearning foundation model is fully available for academic groups (ASL licence) at various places: - 👉...
Human SDRs Mastering AI Can Earn $250K
"The top leaders in AI+B2B are hiring tons of sales execs. Tons. But it's not enough to offset the shrinking hiring of mature tech companies. Jobs won't be growing in sales overall. But the silver lining? The Human SDR that owns the...

Rainbow Weather Raises $5.5M Seed to Build Real-Time Environmental Intelligence for a Climate-Volatile World
Rainbow Weather, a climate‑tech startup, announced a $5.5 million seed round to scale its AI‑driven, hyper‑local weather intelligence platform. The platform fuses satellite imagery, radar, ground stations and smartphone barometer data to deliver minute‑by‑minute precipitation forecasts with 1 km resolution, updating every...
New AI Tool Attracts 1,400+ Companies, Challenges Claude
Developers: fresh meat. Added to my AI developer tools list. Now more than 1,400 companies. My friends say this one is a good one, will it get you to change off of Claude?

AI Fashion Tools Must Cut Returns, Not Just Show Off
NRF is drowning in “AI for fashion” demos, from styling assistants like Ask Ralph to one-click shopping via Copilot/Gemini/ChatGPT. Do customers want this… or is it just retail tech cosplay? If AI doesn’t reduce returns or improve trust, it’s innovation theater. https://t.co/Lym3BLrso4

Deepfake ‘Nudify’ Technology Is Getting Darker—And More Dangerous
Deep‑fake “nudify” services now turn a single photo into realistic, eight‑second explicit videos, offering dozens of sexual scenarios for a small fee. Platforms ranging from web sites to Telegram bots automate image‑to‑video generation, with AI models capable of adding audio...

Winning Against AI-Based Attacks Requires a Combined Defensive Approach
Offensive AI is reshaping cyber attacks, with large language models generating and morphing malware in real time. Recent incidents such as Anthropic’s AI‑orchestrated espionage campaign and ClickFix steganography attacks show adversaries bypassing traditional endpoint detection (EDR). Network Detection and Response...
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...

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...

Inside $3M GPU Racks: Powering Modern AI with Bryan Oliver | Ep. 16
In this episode, Adi Polak interviews Bryan Oliver of Thoughtworks about his journey from building swimming pools to engineering massive GPU racks for AI workloads. Oliver explains the technical and operational challenges of running $3M GPU data centers, focusing on...

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...
Nvidia Releases Open Model PersonaPlex, a Voice AI that Listens and Talks at the Same Time
Nvidia unveiled PersonaPlex, an open‑source 7 B parameter voice AI that can listen and speak simultaneously, delivering real‑time, natural conversations with customizable voices and roles via hybrid audio‑text prompts. By combining real and synthetic training data, the model learns nuanced behaviors...

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...