Today's AI Pulse
Salesforce to acquire AI customer‑service platform Fin for $3.6B
Salesforce announced a $3.6 billion acquisition of Fin, an AI‑driven customer‑service platform, slated to close in fiscal Q4 2027. Fin’s AI agents handle chat, email, WhatsApp, text, phone and Slack, resolving roughly 76% of tickets without human intervention. The deal adds over 30,000 enterprise customers and $400 million in annual recurring revenue.
Also developing:
By the numbers: Waymo acquires Apple’s Arizona Proving Ground for $220M
Large-Scale Pilots of AI and GenAI for Medical Imaging
The European Commission will launch a call for proposals on 21 April 2026 to fund two large‑scale pilots that deploy cloud‑based AI and generative AI for medical imaging, allocating €9 million under the Digital Europe Programme. The pilots target real‑world clinical settings, covering MRI, CT, X‑ray, PET and ultrasound, and aim to flag findings for radiologists. Participating centres will join the European Network of AI‑Powered Advanced Screening Centres, leveraging existing infrastructures such as Cancer Image Europe and HealthData@EU. Results will be shared across the network to accelerate AI adoption in European healthcare.
Sitegeist Secures €4M Pre-Seed for AI Modular Robots in Construction
Munich‑based Sitegeist secured €4 million in a pre‑seed round led by b2venture and OpenOcean to develop AI‑driven modular robots for construction. The startup targets the massive concrete‑renovation backlog in Europe and North America, where labor shortages and manual removal methods drive...
Devsu Recognized as a Representative Vendor in 2026 Gartner® Market Guide for AI-Augmented Code Modernization Tools
Devsu’s Velx platform has been named a Representative Vendor in Gartner’s 2026 Market Guide for AI‑Augmented Code Modernization Tools. The guide estimates the market’s total addressable value at $2.5‑3 billion and highlights a shift toward autonomous AI agents that can modernize...
Large‐Scale Cooperative Sulfur Vacancy Dynamics in Two‐Dimensional Mos2 From Machine Learning Interatomic Potentials
Researchers applied two machine‑learning interatomic potentials to monolayer MoS2, achieving nanosecond‑scale molecular dynamics that accurately capture sulfur vacancy migration. The study demonstrates cooperative vacancy transport, cluster incorporation, and the emergence of line defects spanning tens of nanometres. Results align closely...
Google Puts Users at Risk by Downplaying Health Disclaimers Under AI Overviews
Google’s AI Overviews, which appear atop search results, provide health answers without an upfront safety disclaimer. The only warning—"For informational purposes only"—shows after users click the “Show more” button and is rendered in a smaller, lighter font. Experts say this...
E695 | This Week in European Tech with Dan & Mads (Feat. Sam Marchant)
In this episode of Upside, Dan, Mads, and guest Sam Marchant dissect the surge of capital into enterprise AI, highlighting Anthropic’s $30 billion round and contrasting it with OpenAI’s shift toward consumer‑focused monetization. They explore the paradox of AI‑driven productivity, where...
Quote of the Day by Sanjeev Bikhchandani: ‘Nobody Being Thrown Out… You Should Just Learn 5-15 Useful AI Tools’
Founder of Info Edge, Sanjeev Bikhchandani, says AI isn’t eliminating jobs but requires workers to upskill. He recommends employees master between five and fifteen practical AI tools to stay relevant. The advice emphasizes reskilling rather than fear of displacement. Bikhchandani’s...
Here CEO: AI and SDV Prompt “Tough Battle” For Dominance
Here Technologies’ CEO Mike Nefkens says AI and software‑defined vehicles (SDVs) are sparking a fierce battle for market dominance. He emphasizes that high‑precision location data is the linchpin for navigation, autonomous driving, asset tracking and logistics optimisation. Here is leveraging...
96% AI Adoption, 89% See Revenue Gains—Too Late for Many
AI in Banking Special: From Pilots to Profits – 96% Adoption, 89% See Revenue/Cost Wins Topics: ↳ AI in FinServ Transitions from Pilots to Proven ROI as 89% See Higher Revenue and Lower Costs ↳ GenAI in APAC Banks: 70% of Value...
AI Isn’t the Product. The Workflow Is.
The article argues that AI‑generated visualizations in spatial computing are merely a flashy front‑end, not the end product. While AI can compress ideation and produce stunning renders, the real challenge lies in integrating those outputs into existing GIS, CAD, and...
The “Pilot Purgatory”: Why 80% of Pharma AI Projects Fail (And How to Fix It)
Artificial intelligence projects in pharma face a steep attrition rate, with roughly 80% of pilots never reaching production. The primary barrier is not algorithmic sophistication but fragmented data silos and delayed governance that hinder scalable deployment. Experts argue that interoperable,...
India Can Lead Globally in AI: Ahead of Delhi Summit, CEA Nageswaran Explains How
Chief Economic Advisor V. Anantha Nageswaran told the AI Impact Summit 2026 that India’s ascent to a global AI leadership position will not happen by accident. He emphasized that sustained political will, robust state capacity, and a national commitment are...
Industrial AI Platform Combines Virtual Twins, Accelerated Computing
Dassault Systèmes and NVIDIA announced a long‑term partnership to build a shared industrial AI architecture that merges Dassault’s virtual twin technology with NVIDIA’s AI infrastructure and accelerated computing libraries. The joint solution aims to deliver physics‑validated Industry World Models that...
When AI Masters Balance, What Human Edge Remains?
I learned to ride a bike the hard way. Falling. Adjusting. Trying again. So when I saw a robot bike doing tricks on its own, I had to watch twice. No remote control. No script. It learned through reinforcement learning. Trial. Error. Balance. Repeat. That’s what struck...
Sword Intelligence Launches in the UK, Bringing Proven National-Scale AI Care Operations Set to Transform Healthcare in Greece
Sword Intelligence has launched its AI‑driven care‑operations platform in the UK, aiming to automate triage, coordination and scheduling to ease NHS waiting‑list pressures. The company is also building one of Europe’s first AI‑powered healthcare “front doors” in Greece for a...
IFlytek’s Audio Transcription Tool Reaches 100 Million Users
iFlytek’s iFlyrec audio transcription app has surpassed 100 million users, becoming the company’s second core product to hit nine‑figure adoption. The service relies on a subscription‑based SaaS model rather than advertising or subsidies, delivering over 60% gross‑profit growth for three straight...
AI Fits Like a Glove in EFL and Second Language Teaching
AI is reshaping English‑as‑a‑Foreign‑Language (EFL) classrooms, moving from fear‑based headlines to everyday practice. Learners increasingly use AI for speaking drills, flashcard creation, and content brainstorming, while most remain motivated. Research—including two large‑scale studies—shows AI‑driven chatbots boost oral proficiency, interaction, and...
Wealthtech Startup Otto Money Raises $1.3 Mn Led by Pravega Ventures
Wealthtech startup Otto Money announced a $1.3 million pre‑seed round led by Pravega Ventures, with participation from several angel investors. The funding will be deployed over the next 12‑18 months to bolster AI models, expand personalization and goal‑based advisory features, and...
How DIA Is Helping Regulators Turn AI Principles Into Everyday Review Practice
At the 2026 DIA Global Annual Meeting, the DIA AI Consortium will showcase how regulators such as the FDA are embedding artificial intelligence into medical product review workflows. The FDA’s 2025‑2026 roadmap uses AI to automate routine tasks, accelerate timelines,...
The Most Limiting AI Success Factor Maybe… Data Center Staffing (Why AIDC Recruiting Is so Difficult)
AI data centers are expanding rapidly, with a projected 57% increase in operational facilities. However, the industry faces a critical talent bottleneck, as experienced AIDC professionals are scarce and most are already employed. Recruiting these specialists requires aggressive poaching, costly...
Neurophet Bags 510(k) for Alzheimer's Imaging AI and More Briefs
South Korean AI firm Neurophet secured FDA 510(k) clearance for its AQUA AD Plus software, enabling quantitative MRI and PET analysis for Alzheimer’s treatment planning. Japanese health‑tech startup Ubie partnered with Mayo Clinic to roll out a unified digital front‑door...
Is It Still Windowing if We Never Stream? Or Is It a Strike?
An emerging debate questions whether the traditional "windowing" model applies when music is never streamed, as artists and unions push back against streaming platforms' royalty structures. Dr. David C. Lowery highlights growing concerns over AI‑generated music, opaque royalty calculations, and...
Making Sense of AI’s Role in Cyber Security
Executive interest in AI has flooded the cyber‑security market, prompting CISOs to evaluate a surge of AI‑enhanced tools. While some solutions genuinely reduce analyst workload and improve detection, many are marketing‑driven add‑ons lacking proven risk reduction. Experts warn that AI...
From Prototype to OpenAI Acquisition in Three Weeks
I started using clawdbot & built stuff with it days before my daughter was born. By the time I got home days later, startups were built on it, they changed names twice, got sued, & the founder was coming to SF. That...
OpenClaw's Value Lies in Market Impact, Not Novelty
a lot of people saying they don’t *get* the openclaw acquisition. they think technical novelty = money + it is the first broadly successful agent + it kicked off a whole new category of founders, apps, and services a lot of people use...
How AI Innovations Like DeepSeek Are Revolutionizing Emotional and Mental Health Support for Chinese Youth
DeepSeek, a Chinese AI startup, has launched a conversational platform that delivers real‑time emotional and mental‑health support to teenagers. Leveraging large‑language models tuned with culturally specific data, the service offers 24/7 chat‑based counseling, crisis detection, and personalized coping strategies. Within...
As AI Data Centers Hit Power Limits, Peak XV Backs Indian Startup C2i to Fix the Bottleneck
AI data centers are increasingly constrained by power delivery rather than compute, as conversion losses waste 15‑20% of energy. To address this, Peak XV Partners led a $15 million Series A in Indian startup C2i Semiconductors, which is developing a plug‑and‑play grid‑to‑GPU power...
Edge Marketing Strengthens AI-Led Search Capability with Appointment of Luke Gosha
Edge Marketing has appointed award‑winning AI and SEO specialist Luke Gosha as Head of Search & AI Strategy, bringing over a decade of international experience from London agency StrategiQ to its Australian operations. Gosha will lead the integration of AI‑led...
Blackstone Backs Neysa in up to $1.2B Financing as India Pushes to Build Domestic AI Infrastructure
Neysa, an Indian AI‑infrastructure startup, secured up to $600 million of primary equity from Blackstone, giving the private‑equity firm a majority stake, and plans an additional $600 million in debt to expand its GPU fleet. The capital will help the company grow...
OpenAI Strips Safety From Mission, Refocuses on Benefit
OpenAI has dropped safety from its mission statement – can you spot another change? Old: "OpenAIs mission is to build general purpose artificial intelligence (AI) that safely benefits humanity, unconstrained by a need to generate financial return. [...]" New: "OpenAIs mission is...
Gemini 3 Pro Replicates My Style Instantly, No Fine‑tuning
Gemini 3 Pro gets my writing style out of the box. No fine-tuning needed 😁 https://t.co/vqnDwLlf7z
Cloud and AI to Ramp up Operational Risk in 2026: Brennan
Brennan’s latest analysis warns that expanding multi‑cloud footprints and rapid AI trials will heighten operational risk in 2026. Seventy‑five percent of surveyed organisations say their attack surface has grown, prompting a move away from pure public‑cloud strategies toward hybrid, repatriated...
AI Agent Automates VM Management with Guardrails
An AI agent that can proactively stop, resize, and restart your virtual machines? You'd want guardrails in place, but the use case matters. This post shows off a complete @GoogleCloudTech reference architecture ... https://t.co/gy9WePAHSO https://t.co/FKqdPutzUc
AI Becomes a Versatile Language‑Teaching Glove
AI like a 'glove on hand' for teaching EFL & second languages; tutor, pronunciation, listening, practice, role play, assessment, immersion, avatars - voice dialogue is superb. Simple promting is a good start... https://t.co/JCmVtSlbkp
Zero-Knowledge Proofs for Verifiable MCP Tool Execution
The episode examines the trust gap in Model Context Protocol (MCP) deployments, where AI models invoke remote tools without verifiable proof of correct execution. It introduces zero‑knowledge proofs (ZKPs), especially Sigma‑Protocols and non‑interactive variants like SNARKs, as a way for...
US Court Rulings Will Shape AI IP, Economy, Security
we’re at this part of the awareness of the IP issues surrounding training AI and the national economic and security issues that flow from the decisions US courts will make in the coming months and years
What Do Leaders Need to Do About AI?
AI is outpacing curriculum updates in higher education, leaving institutions scrambling to keep pace. Coordination among government, industry, and academia remains fragmented, creating duplicated pilots and uneven outcomes. As AI becomes a core competency, leaders must prioritize human skills like...
Content Automation Tools: How To Automate Content Strategy
The episode breaks down content automation, explaining how AI‑driven tools can streamline every stage of a content marketer’s workflow—from keyword research and clustering with platforms like Semrush, to AI‑generated copy and visuals using ChatGPT and image generators, through editing with...
Longtime NPR Host David Greene Sues Google over NotebookLM Voice
David Greene, former NPR Morning Edition host, has filed a lawsuit against Google, alleging that the male podcast voice in its Notebook LM AI tool mimics his distinctive cadence, intonation, and filler words. Greene says friends and colleagues noticed the resemblance,...
What Makes an Agentic AI System Safe for Medical Records Management?
The episode explores how Non‑Human Identities (NHIs)—machine credentials like tokens and keys—are reshaping cybersecurity in healthcare, especially as cloud adoption and Agentic AI expand. It outlines a lifecycle‑focused NHI management strategy that includes discovery, classification, continuous threat monitoring, and context‑aware...
Can Businesses Truly Trust Agentic AI with Sensitive Data Handling?
The episode explores how Non‑Human Identities (NHIs)—machine credentials and permissions—are essential to securing sensitive data, especially in cloud environments. It outlines a full lifecycle approach to NHI management, from discovery and classification to real‑time monitoring, automated secret rotation, and threat...
How to Optimize Your Shopify Store for UCP Checkout and AI-Driven Order
The episode walks Shopify merchants through enabling AI‑driven checkout using the Unified Checkout Protocol (UCP), explaining how the state machine differs from traditional linear checkout and why clear, structured error messages are crucial. It outlines the core capabilities every store...
AI-Generated Replies Surge, Threatening Twitter’s Comment Section
I asked Claude Code to chart my AI reply detection As I thought it's going exponential now There was a small slowdown from July to November last year, then it went back up and with everyone running OpenClaw (I think) it's now...
OpenAI Hires Steinberger to Lead Multi‑agent Future
Peter Steinberger is joining OpenAI to drive the next generation of personal agents. He is a genius with a lot of amazing ideas about the future of very smart agents interacting with each other to do very useful things for...
Moonshot AI Launches Kimi Claw: Native OpenClaw on Kimi.com with 5,000 Community Skills and 40GB Cloud Storage Now
Moonshot AI has rebranded its OpenClaw framework as Kimi Claw and made it a native, cloud‑hosted service on kimi.com. The platform now offers a persistent 24/7 AI agent environment, a 5,000‑plus skill registry called ClawHub, and 40 GB of dedicated cloud storage...
AI Frees Us to Think, Not Just Do
So, that viral post that says 50 percent of white-collar jobs will be gone in five years or less actually...has me really excited about the future. I've always enjoyed rolling up my sleeves, getting work done. But the real value...
Adopt New Operating Model for AI, Not Heroics
RT If youre being told to deliver AI value while headcount is flat or shrinking, you need a new operating model, not more heroics. I walk through practical starting points for CIOs. #CIO #AI #DigitalTransformation @Star_CIO https://t.co/xfrVmpSIJN
Short-Term References Matter; Long-Term Lose Relevance
Short term, this is still the best reference point. Long term, past references might become much less useful.
Judging 25 Teams Proves AI Isn’t a Bubble
One thing I learned by judging about 25 different teams (out of about 350) at @hackwithtrees: If you think AI is a bubble you just aren’t rational. At all. Gave me such hope for our future. https://t.co/qp3z9L599o
OpenAI Tools Feel Misaligned with Real‑world Workflows
there are many brilliant people at openai, but when I use some of the products (like codex web) it really feels like it wasn't made by people who actually do the thing you run into very weird states that shouldn't exist....