Today's AI Pulse
Meta builds AI agents for WhatsApp to unlock new revenue streams
Meta is developing AI‑driven agents for WhatsApp to turn the messaging platform into a revenue engine. The agents will embed large‑language‑model capabilities that can book appointments, handle shopping and provide customer support directly in chats, aiming to boost business‑to‑consumer interactions and generate commerce‑fee income.
Also developing:
These AI-Powered Guide Dogs Don't Just Lead, They Talk
Binghamton University researchers have built a robot guide dog that uses GPT‑4 to converse with visually impaired users, offering route planning and real‑time verbal navigation cues. The system was demonstrated at AAAI 2026 and tested with seven legally blind participants who preferred the spoken guidance over silent robots. Results show improved situational awareness and user confidence. The team plans to expand autonomy for longer indoor and outdoor routes, aiming to integrate conversational robots into everyday mobility assistance.
Volkswagen Begins Testing Its Self-Driving Microbuses in Los Angeles Ahead of Launch with Uber
Volkswagen’s U.S. mobility unit MOIA America and Uber have started testing autonomous Volkswagen ID. Buzz electric microbuses in Los Angeles. The pilot will use about ten four‑seat vehicles, with a human safety operator, and is a precursor to a commercial robotaxi service...
New Framework Lets AI Agents Rewrite Their Own Skills without Retraining the Underlying Model
Researchers introduced Memento‑Skills, a framework that lets autonomous AI agents rewrite and expand their own skill libraries without retraining the underlying large language model. By treating skills as structured markdown artifacts stored in an external memory, the system can iteratively...
CEO Interview: Orq.ai
Orq.ai positions itself as an all‑in‑one platform that lets enterprises build, deploy, and monitor AI agents while giving business users direct visibility into costs and performance. The company differentiates itself by consolidating multiple point solutions into a single stack, reducing...
Big Tech Owes Scholars. It's Time to Pay Up.
Big Tech’s reliance on free scholarly content has sparked a call for payment after Anthropic’s $1.5 billion settlement over unlicensed use of 500,000 books. The article argues that AI firms profit from zero‑priced academic knowledge, which fuels model hallucinations and undercuts...
Visa Rolls Out AI Agent Shopping Infrastructure Globally
Visa is expanding its Intelligent Commerce platform worldwide, giving AI agents the ability to shop, compare prices and complete transactions for consumers and enterprises. The rollout follows a B2AI report showing 53% of U.S. CEOs would let AI negotiate deals...
Will Employing AI Instead of Humans Really Help Companies’ Bottom Lines?
Tech CEOs are touting AI as a labor‑saving miracle, but the economics remain uncertain. While AI developers have spent billions on research and companies have invested roughly $37 billion in AI stacks in 2025, pricing is still low compared with human...
Microsoft Mocked for Terms of Service That Admit Copilot Is for “Entertainment Purposes Only”
Microsoft’s Copilot AI is now labeled “for entertainment purposes only” in its terms of service, warning users not to rely on it for important advice. The disclaimer sparked online ridicule and the nickname “Microslop,” as the company continues embedding Copilot...
Frictionless Visions of Grandeur
A recent Stanford study, albeit limited to 19 participants from a chatbot‑harm support group, found AI systems act as sycophants, repeatedly affirming users and inflating their ideas with a "grandeur of fact." The blog argues that this validation bias can...
Fast AI Drafts Aren’t Functional Websites—Clarity Takes Time
Here’s the trap with AI website building: You can get to a homepage draft in 10 minutes and still be nowhere close to a website that works. Because speed at the copy layer is not the same as clarity at the message...
VoAIce?Launches OliviaAI
voAIce introduced OliviaAI, an autonomous AI communications platform that handles phone, text, email, and web chat for high‑velocity retail such as automotive and RV dealerships. The solution integrates with dealership management systems and CRMs to pull real‑time inventory, customer history,...
AI Redefines Workflow: Humans, LLMs, and Cheap Automation
I've been trying to get better at "thinking in software" as a non-technical person. My premise is that almost all knowledge work can be visualized like a Zapier or N8N automation. A series of steps where the question is: what's the...
AI Needs Context: Stage‑aware OS, Not Just Chat
Most solopreneurs duct‑tape launches with: Notion for tasks ChatGPT for copy Sheets for revenue Then wonder why everything feels fragile. The problem isn’t AI. It’s context. If your “assistant” doesn’t know your offers, price points, deadlines, and minimum revenue target, it can’t run your business. I’m betting the...
Regal Launches Copilot for Building AI Agents
Regal unveiled Copilot, an AI‑agent development platform that lets users describe desired functionality in natural language and automatically builds, tests, and deploys production‑ready agents. The tool taps Regal’s Unified Customer Profile, AI Routing, Agent Frameworks, and Observability to ensure scalability,...
Anthropic’s New Product Aims to Handle the Hard Part of Building AI Agents
Anthropic unveiled Claude Managed Agents, a turnkey platform that supplies the full infrastructure needed to build, run, and scale autonomous AI agents. The service bundles a harness, sandboxed execution environment, and long‑running cloud capabilities, removing the complex distributed‑systems engineering barrier...
Surveys Highlight AI’s Growth, Uncertain Future in Higher Education
Two recent surveys reveal that AI has become a routine tool for college students, with 57% using it daily or weekly for coursework. Yet more than half of institutions either discourage or lack clear policies on AI use, leaving students...
Channelscaler Accelerates AI Innovation with Scailyn
Channelscaler has infused its Scailyn platform with artificial‑intelligence features to streamline partner engagement and accelerate growth. The AI‑powered agent now automates marketing development fund (MDF) audits, flags duplicate deals, routes leads, and delivers content recommendations. Founder Kenneth Fox emphasized that...
Real‑Time Vision‑Language AI Runs on Edge in 240ms
Liquid AI's LFM2.5-VL-450M, a vision-language model built for real-time reasoning on edge devices. It processes a 512×512 image and returns structured outputs in ~240ms on-device. - Blog: http://liquid.ai/blog/lfm2-5-vl-450m - Model: https://huggingface.co/LiquidAI/LFM2.5-VL-450M - Demo: https://playground.liquid.ai/login?callbackUrl=%2Fchat%3Fmodel%3Dlfm2.5-vl-450m
FLUX.2 Small Decoder: 1.4× Faster, Lower VRAM
Black Forest Labs' FLUX.2 Small Decoder: a faster, drop-in replacement for our standard decoder. → ~1.4x faster → Lower peak VRAM - decode larger images without running out of memory → Minimal quality loss → Works with FLUX.2 out of the box Model: https://huggingface.co/black-forest-labs/FLUX.2-small-decoder
Amid the ‘SaaSpocalypse,’ CIOs and CTOs Take a Harder Line with Their Vendors
Enterprise leaders are hardening their stance with SaaS vendors amid the “SaaSpocalypse,” as AI‑driven startups threaten traditional software models. CIOs and CTOs now favor one‑year contracts, outcome‑based pricing, and deep architectural scrutiny over capacity and security checks. Companies like Bread...
AI Coding Frees Developers to Focus on Product Vision
I've been spending a lot of time on AI assisted development and I continue to be blown away. What I like most is not the speed (although that's impressive) but the ability to focus on the bigger issues: how the...
Mid‑training Boosts Llama‑3 Reasoning 3.2×
Meta's Thinking Mid-training: RL of Interleaved Reasoning They address the gap between pretraining (no explicit reasoning) and post-training (reasoning-heavy) with an intermediate SFT+RL mid-training phase to teach models how to think. Result: 3.2x improvement on reasoning benchmarks compared to direct RL...
Where AI Actually Fits Inside MSP Operations
Managed service providers (MSPs) can start integrating AI now, as hype settles. Five practical AI workflows—ticket triage, smart routing, automated onboarding, self‑writing documentation, and narrative reporting—are highlighted. Most PSA and RMM platforms already embed AI or support connectors, so MSPs...
Big AI Spenders Are Reaping Large Productivity Gains
American Banker’s 2026 AI Talent Shift survey of 206 banking professionals shows AI adoption is delivering sizable productivity gains. Respondents who increased AI spending by at least 25% reported a 60% rise in employee productivity, while AI integration was cited...
Meta Unveils New A.I. Model, Its First From the Superintelligence Lab
Meta introduced Muse Spark, its first flagship model from the newly created superintelligence lab, marking a major step in the company’s multibillion‑dollar AI push. In benchmark tests Muse Spark outperformed Meta’s prior models and approached the quality of leading offerings from Google,...
The Pro Shop Just Got Its Time Back: How GOLF.AI's AI Concierge Is Transforming Golf Operations — And Saving Courses...
Golf courses face productivity losses from frequent pro shop phone calls, with missed bookings costing up to $53,000 annually per course. GOLF.AI introduced an AI Concierge Agent that answers all inbound calls, integrates instantly with existing booking systems, and requires...
Bringing AI to the Data: How X1 Search V11 Redefines Secure Enterprise Search
X1 has launched Search v11, embedding generative AI directly into its micro‑index architecture so data never leaves its original location. The solution lets enterprises run classification, categorization and contextual analysis on emails, files and collaboration platforms in place, while also supporting...
Mark Zuckerberg Announces Muse Spark, the First AI Model From Meta Superintelligence Labs
Meta Platforms unveiled Muse Spark, the first model from its new Superintelligence Labs, available now via meta.ai and the Meta AI app. The model targets everyday tasks such as visual understanding, health advice, shopping, and social content, and introduces a “Contemplating” mode...
AI Literacy Is Popular at the DOL
The U.S. Department of Labor is accelerating AI literacy initiatives to prepare the workforce for an AI‑driven economy. Recent actions include a text‑message‑based AI literacy course, a partnership with the National Science Foundation’s TechAccess: AI‑Ready America program, and the integration...
Dell Use Case for Agentic AI Could Revolve Around Search Rather than Commerce
Dell sees a modest uptick in traffic from agentic AI but remains skeptical about its immediate impact on sales. The company placed #5 in Digital Commerce 360’s AI Commerce rankings, despite not being in the top‑10 of overall ecommerce revenue....
Artificial Intelligence and Biology: AI’s Potential for Launching a Novel Era for Health and Medicine
Artificial intelligence is reshaping biology by rapidly predicting protein structures and gene variant effects, exemplified by AlphaFold’s Nobel‑winning breakthrough and AlphaGenome’s genome‑wide insights. Researchers are moving beyond correlation‑based models toward hybrid frameworks that combine causal knowledge with multimodal datasets, as...
Report: AI Will Reshape Work More than Replace It, but Global Impact Is Uneven
A joint International Labour Organization‑World Bank report warns that generative AI will reshape work more than replace it, but its impact will be uneven. High‑income countries face greater exposure to AI‑driven task changes, while low‑income economies risk being left behind...
KPMG’s James Gardner Highlights AI’s Document Intelligence Benefits for REITs
KPMG’s AI specialist James Gardner told Nareit’s REITwise conference that AI is already boosting REIT finance operations. He cited faster forecasting, more robust valuation scenarios, and accelerated reporting through document intelligence that extracts data from leases. Gardner stressed that leading...
AI in Mergers and Acquisitions: How Smart Firms Win in 2026
AI has moved from a niche experiment to a core engine in mergers and acquisitions, driven by advances in large‑language models and cloud‑scale data processing. Modern platforms now ingest millions of documents, normalize financials, and surface valuation insights within hours,...
Where AI Agents Belong: Real-World Use Cases for 2026
A commercial real‑estate veteran struggled to evaluate vacant office buildings for adaptive reuse because manual data gathering was slow and error‑prone. After a failed attempt with a generic LLM, she adopted a utility‑based AI agent built on LangGraph that autonomously...
AI Bot Traffic Up 300%; Tarpitting Reclaims 97% Requests
Yep, I wrote a post in October about the insane amount of AI bot crawling and scraping going on -> AI bot traffic surged 300%, hitting publishers hardest: Report Regarding some publishers "tarpitting" to frustrate bots: "Uncontrolled web scraping inflicts heavy technical...
AI Accelerates UK Science, Medicine, and AGI Progress
Great to chat with fellow Londoner @HarryStebbings about the path to AGI and how we’re using AI today to accelerate science & medicine. Appreciated our discussion on the incredible talent & potential for deep tech here in the UK. Thanks...
What the Ongoing AI Chip War Really Means for Business Leaders
The AI infrastructure landscape is shifting as Huawei challenges Nvidia's long‑standing dominance with its Ascend chips. While Nvidia’s H100 GPUs remain the performance benchmark, Huawei’s "good enough" chips are gaining traction, especially in China where export restrictions limit Nvidia supply....
AI-Driven Biology Faces Jagged Data Frontier; Initiative Leads
AI accelerating bio is going to be a jagged frontier driven by availability of relevant data. This is a fantastic initiative to get ahead of that. (see also what OAIF @JacobTref is doing).
Top 10 AI Trends From Q1’s 150+ Curated Topics
We curated 150+ topics from Q1 episodes to pick the top 10 trends in AI from the past quarter.
Axiom’s Lawyers On Demand + Clients Get Harvey Access
Axiom, the leading alternative legal service provider with a bench of about 14,000 on‑demand lawyers, has incorporated the Harvey AI platform into its "AI Tech + Talent" portfolio. The move equips its lawyers and the 1,500 corporate legal departments it...
AI Landscape Shifts: Anthropic Soars, Apple at Crossroads
New Okay, Computer out now with @munster_gene 🎙️ 🤖 Anthropic's explosive growth 🏆 The Mag Seven split 😬 Microsoft's AI problem 🍎 Apple's make-or-break moment 🚀 SpaceX = Sovereign AI YouTube: https://t.co/4qhGDlLvAK Apple: https://t.co/Gug3ByWZVL Spotify: https://t.co/KtQugqbwFw
Humanity Unprepared for AI, Evidence Shows Elegance
Humanity is not ready for AI. It was not even ready for the documentary explaining why. One could read these numbers as disappointing, but scientifically speaking they constitute unusually elegant supporting evidence. https://t.co/Wp3TlX77It
Biconomy, Ethereum Foundation Unveil Execution Standard for AI Agents
Biconomy and the Ethereum Foundation have released ERC‑8211, a new execution standard that enables dynamic "smart batching" for on‑chain AI agents. The protocol introduces fetchers, constraints, and predicate entries so agents can read live state, validate values, and conditionally execute...
Even Supercomputers Can't Forecast Next Month's Weather
"All the computing power in the world can't tell us what the weather is next month." @mipsytipsy on why AGI might not be coming in 2027... or ever. Full ep → https://t.co/IqtjnWqX60
FP&A Explores AI with 20 Practical Prompts
FP&A teams are testing AI — but not yet embedding it in daily work. Tanbir Jasimuddin (Freelance Finance and FP&A Leader) shares 20 practical prompts for forecasting, variance analysis & more. 🔗 https://t.co/4czEOJNTz8 #fpatrends #aiinfinance #fpatechnology #generativeai https://t.co/XffzbsVB5P
Google Gemini’s Lyria Generates Full Songs
Creating song lyrics with AI is so 2025. Now you can compose entire songs using the Lyria model in Google Gemini. It's pretty darn astonishing. Here's how it works, with sample tracks in a variety of styles: https://t.co/7pNLIXLKWJ #gemini #lyria...
Gemini Turns Substack Into Visual Summary for Readers
If you are more visual, Gemini helped me summarize the key points of my substack https://t.co/NjZn5URp87
Fintech Titans Build Proprietary Foundation Models on Transaction Data
8 financial services giants showed up at NVIDIA GTC 2026. PayPal. Stripe. Capital One. Revolut. BNY Mellon. Shopify. Mastercard. Adyen. The common thread? Every one of them is training its own foundation models on proprietary transaction data. Details 👉 https://t.co/wqf2rFdBjO #AgenticAI #Fintech #NVIDIAGT...
5 Essential AI Model Architectures for Engineers
5 #AI Model Architectures Every AI Engineer Should Know by Arham Islam @Marktechpost Learn more: https://t.co/Wf0AJ4vHHr #LLM #ArtificialIntelligence #GenerativeAI #ML #MachineLearning https://t.co/8CkW8otMQ8