Today's AI Pulse
Pinterest inks $4 billion AWS cloud pact to boost AI visual search
Pinterest announced a $4 billion multi‑year agreement with Amazon Web Services, the largest infrastructure deal in its history, to power AI‑driven visual search and discovery through 2031. The partnership will expand use of AWS Trainium chips for large‑language and vision‑language models and migrate Pinterest workloads to a Kubernetes‑based architecture. The deal also increases reliance on AWS Graviton processors.
Also developing:

Lawmakers Want to Let Users Sue over Harmful Social Media Algorithms
Senators John Curtis and Mark Kelly introduced the Algorithm Accountability Act, a bipartisan amendment to Section 230 that would strip liability protections from for‑profit social‑media platforms with over a million users if their recommendation algorithms can be shown to have caused foreseeable bodily harm or death. The bill imposes a duty of care on the design, testing, and deployment of recommendation systems and would allow victims to sue platforms for damages, echoing provisions in the stalled Kids Online Safety Act. Proponents cite the September killing of activist Charlie Kirk as evidence that algorithm‑driven radicalization contributed to real‑world violence, while critics warn the measure could prompt platforms to over‑censor content to avoid liability. The legislation aims to preserve First Amendment rights by limiting its scope to algorithmic recommendation harms rather than general content moderation.
Elon’s AI Diplomacy Unlocks Saudi Market
I met with Saudi's head of AI last week in Abu Dhabi and he told me they wouldn't allow robots into the country without the data being stored in their datacenters. Well, here is how Tesla's robotaxis and Optimus humanoids...

SAM 3 Brings Unified Object Segmentation to Creators
Meet SAM 3, a unified model that enables detection, segmentation, and tracking of objects across images and videos. SAM 3 introduces some of our most highly requested features like text and exemplar prompts to segment all objects of a target...

DeepMind’s Latest: An AI for Handling Mathematical Proofs
DeepMind unveiled AlphaProof, an AI system that achieved silver‑medalist performance at the 2024 International Mathematical Olympiad, scoring just one point shy of a gold medal. The system combines a multi‑billion‑parameter neural net, tree‑search, and a novel test‑time reinforcement learning (TTRL)...
GenAI Isn't the Only AI Solution, Despite Popular Belief
Just to confirm, is everyone okay with the fact that a majority of society believes (incorrectly) that "GenAI" is the only form of AI system to be used for every technological function, question and issue from now until the end...
Introducing SAM 3 and SAM 3D: Next‑Gen Segmentation
Today we’re excited to unveil a new generation of Segment Anything Models: 1️⃣ SAM 3 enables detecting, segmenting and tracking of objects across images and videos, now with short text phrases and exemplar prompts. 🔗 Learn more about SAM 3: https://go.meta.me/4de3d8 2️⃣...

This Viral AI Pen Didn’t Help Me Cheat
The Verge tested a $68.99 "AI Smart Pen" marketed on YouTube as a cheat device that scans printed test questions and returns AI-generated answers. In practice, the pen’s camera often failed to read text, and when it did, the answers...

Huawei Signals Strong AI Push on Open Standards
I rarely talk about Huawei, but they’re pushing some really interesting stuff in AI right now. Just went through @Huawei's key takeaways from their 6th Innovation and IP Forum. V. strong signals for the AI ecosystem, especially around: → computing → open standards → long...
AI‑crafted Stories Threaten Critical Thinking; Combine Analytics and Education
Humans are vulnerable to compelling narratives. AI can deliver them instantly and persuasively, which increases the risk that we trust outcomes we should question. Analytics and education must work together to counter our natural bias to accept a good story....

How Louvre Thieves Exploited Human Psychology to Avoid Suspicion—And What It Reveals About AI
On October 19, 2025, four men disguised as construction workers used a furniture lift to access a balcony at the Louvre and stole crown jewels worth €88 million in under eight minutes, exploiting the museum’s reliance on visual categorization. The thieves’...

Target Joins OpenAI’s Growing List of Retail Apps
Target will launch a beta ChatGPT‑powered shopping app within the next week, allowing users to generate ideas, browse products, build multi‑item baskets, shop for groceries and complete checkout directly in the chat interface. The rollout expands OpenAI’s retail app portfolio,...

OpenAI Board Member Larry Summers Steps Down Amid Epstein File Revelations
Former Treasury Secretary and Harvard professor Larry Summers resigned from OpenAI’s board after a congressional release of Jeffrey Epstein’s email cache revealed intimate and inappropriate communications between Summers and Epstein. The emails, spanning November 2018 to July 2019, show Summers...

Cloud and AI Usage Is Still a Concern for Businesses - and the Worries Are only Set to Rise
AWS’s latest research shows that more than nine in ten companies worldwide plan to raise overall IT spending (93%), cloud spending (97%) and cybersecurity budgets (90%). While 56% of respondents view public cloud as more secure and 81% believe it...

Stay Relevant: Master AI Faster Than a Degree
𝗬𝗼𝘂 𝘄𝗼𝗻’𝘁 𝗯𝘂𝗶𝗹𝗱 𝗮 𝗰𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝗔𝗜 𝗶𝗳 𝘆𝗼𝘂 𝗸𝗲𝗲𝗽 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗹𝗶𝗸𝗲 𝗶𝘁’𝘀 𝟮𝟬𝟮𝟬. A lot of people ask me if it’s still worth doing a Master’s to learn 𝘼𝙄. Honestly, for most people, it’s not about the degree anymore. It’s about staying...

CIOs Are Being Lumped with AI Responsibilities - and Many of Them Aren't Happy with That
Chief Information Officers are increasingly being tasked with AI responsibilities as enterprises move from pilot projects to large‑scale deployments, according to new Salesforce research. While three‑quarters of CIOs report greater confidence and 97% say they now understand AI better, collaboration...

The Download: De-Censoring DeepSeek, and Gemini 3
Quantum‑physics researchers at Spain’s Multiverse Computing have compressed DeepSeek R1 by 55% into a “Slim” version and stripped the Chinese‑mandated censorship layers, enabling the model to answer politically sensitive queries similarly to Western AI. Meanwhile, Google launched Gemini 3, a multimodal model...

I Tested Caira, the First Nano Banana AI Camera – Now I’m Cancelling My Lightroom Subscription
Camera Intelligence’s Caira, a Kickstarter‑backed Nano Banana AI camera, attaches to an iPhone via MagSafe and combines a Micro Four Thirds 11‑MP Sony sensor with Qualcomm Snapdragon and Google Edge TPU processors. It offers on‑device generative editing, voice control and...
Europe Is Scaling Back Its Landmark Privacy and AI Laws
The European Commission has unveiled a Digital Omnibus proposal that dilutes core elements of the GDPR and postpones key provisions of the AI Act. The changes would simplify cookie consent rules, allow broader use of anonymized personal data for AI...

As Lovable Hits $200M ARR, Its CEO Credits Staying in Europe for Its Success
Swedish AI‑assisted coding startup Lovable announced it has doubled its annual recurring revenue to $200 million within four months, reaching the milestone just four months after crossing $100 million in July. CEO Anton Osika attributed the rapid growth to the company’s decision...

“Farm-to-Table Software”: How I Built a Thanksgiving Party Hub Using Lovable for Managing Invites, Dishes, Shared Recipes, and Photos
In this pre-Thanksgiving episode, the host demonstrates how they built a custom Thanksgiving party hub in Lovable, covering guest management, dish tracking, recipe sharing, and photo galleries. They detail the process of refining AI‑generated designs with Google Fonts, Tailwind, and...

Google Translate Is Getting a Big Upgrade that Could Make It the Killer Smart Glasses App
Google is embedding support for XR smart glasses into the Android version of Google Translate, as revealed by hidden code referencing "Glasses" as a playback device. The upcoming feature will extend the Live Translation service, allowing spoken translations to be...
AI Lets Anyone Build Software in Minutes—No Excuses
If you never have built software before what are you waiting for? I just built a fairly complex app with @Trae_ai in a few minutes. Nuts. Just by talking to it. And when I hit a snag, it helped me...

Quantum Physicists Have Shrunk and “De-Censored” DeepSeek R1
Quantum‑inspired AI firm Multiverse Computing announced a 55% smaller version of the Chinese‑censored large language model DeepSeek R1, dubbed DeepSeek R1 Slim, that it claims retains near‑original performance while stripping out state‑mandated censorship. The team used tensor‑network compression, a technique borrowed from quantum...

AI Voice Fraud Is Exploiting Contact Centers
AI-generated voice cloning has moved from experimental demos to full production, with roughly one in three U.S. consumers reporting synthetic‑voice fraud in Q4 2024 and many incurring losses. Fraudsters now combine breached personal data with low‑cost text‑to‑speech and automated dialing to...

ACM SIGAI Autonomous Agents Award 2026 Open for Nominations
The episode announces the open call for nominations for the 2026 ACM SIGAI Autonomous Agents Research Award, highlighting its purpose to honor researchers whose current work significantly influences the autonomous agents field. Listeners are instructed on how to nominate candidates...

What Exactly Am I Paying For? Redefining Value in the Age of AI
Consultants are confronting client demands for clearer, outcome‑based value as AI reshapes professional‑services delivery. Smaller firms are already adopting outcome‑based pricing, shifting risk onto providers who must prove AI‑driven ROI through metrics such as productivity gains, cost reductions or new...

Turning Consumer Goods Data Into Real-Time Business Decisions - with Michael Finley of AnswerRocket
In this episode, Michael Finley, CTO of AnswerRocket, discusses how consumer goods companies can transition from AI pilots to enterprise‑scale, agent‑driven decision systems that operate in real time. He highlights the importance of robust data governance, seamless integration with existing...

Six Telecom Trends Shaping 2026 for Leaders
Thank you for reading my latest article 6 Critical Telecom Trends In 2026: What Industry Leaders Need To Know. Here at LinkedIn and at Forbes I regularly write about management and technology trends. To read my future articles simply join...
Eight Data Trends Shaping AI-Driven Enterprises by 2026
The 8 Data Trends That Will Define 2026 The rapid rise of #AI agents and foundation models is forcing organizations to completely rethink how they collect, store and use #data in 2026. From synthetic customer information to #naturallanguage #dataengineering ,...

Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models
ServiceNow‑AI converted its 15 B attention‑based reasoning model into a hybrid Mamba architecture, achieving 2.1× throughput with negligible quality loss. The breakthrough came from distilling on the teacher’s high‑quality SFT reasoning traces rather than generic pretraining data, and using reverse KL...

Ashima Sharma on Data, Teams, and the Human Side of AI
In this episode, Ashima Sharma emphasizes that successful AI adoption hinges on three pillars: clean, contextual data; cross‑functional, empowered teams; and a human‑centered mindset that treats AI as a collaborative partner. She explains why many AI projects falter without operationally...

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In this episode, philosophy of science professor Henk de Regt explains his theory of scientific understanding, arguing that true understanding requires the ability to generate theory‑based explanations and make qualitative predictions using the relevant scientific skills, rather than merely feeling a...
VentureBeat Launches “Beyond the Pilot” — a New Podcast Series Exploring How Enterprise AI Gets Real
VentureBeat is launching a new flagship podcast, "Beyond the Pilot: Enterprise AI in Action," premiering on November 19 and sponsored by Outshift by Cisco. The series will feature candid, technically rigorous conversations with senior AI leaders from companies such as...

Google Debuts Gemini 3: AI That Thinks Smarter
The episode introduces Google’s Gemini 3, highlighting its advanced reasoning and comprehension abilities that enable superior multi‑tasking performance. Early adopters report noticeable productivity gains, while industry experts anticipate the model will reshape AI‑driven sectors such as automation, content creation, and...
Data‑Sharing Jobs Will Replace Automated Roles
Here is a new job of the future. The founder of @useKled, Avi Patel, @avipat_ lays down how his system is paying people to share their photos, videos, and other data to get paid. We need many more new companies...
AI Drives Continuous Finance Insight and Real-Time Control
AI is changing the work of finance from periodic reporting to continuous insight and control. In this Burning Ledgers Podcast conversation with Marie Myers of Hewlett Packard Enterprise , Stephen DeWitt , CEO of Mindbridge, and Matthias Steinberg , CFO...
Cloudflare Explains Tuesday’s Outage that Temporarily Took Down ChatGPT
Cloudflare disclosed that its November 18, 2025 outage – the worst since 2019 – was triggered by a change to a ClickHouse query in its Bot Management system, which produced duplicate feature rows in a configuration file. The bloated file...

🧑🚀 Humanity’s Last Prompt Engineering Guide: Built for the Gemini 3Era
The post announces a new, practical guide for mastering Google’s Gemini 3, arguing that traditional prompt‑engineering tactics are obsolete and that users must now orchestrate AI through multimodal workflows and ambient integration. It outlines key techniques such as the Deep...
Chinese Open‑Source LLMs Democratize Affordable GenAI Worldwide
Decent-quality LLMs from China are really helping make GenAI affordable and accessible to the world through open source. Pursuing AGI with close models might be a winner-take-all game for U.S. big techs, but making AI more open will benefit...
Chinese Open‑Source LLMs Democratize Affordable GenAI Worldwide
Decent-quality LLMs from China are really helping make GenAI affordable and accessible to the world through open source. Pursuing AGI with close models might be a winner-take-all game for U.S. big techs, but making AI more open will benefit researchers,...
SEO Still Crucial Amid Generative Engine Optimization Rise
What does Generative Engine Optimization REALLY mean? How should you think about it? Why SEO still matters more than ever and the rise of UGC in the SERP. In my latest with @HubSpot - I break it all down: https://t.co/uKABuubMU8

AI Will Redefine EdTech and Shorten College to Two Years
LIVE in ~2 hours (6pm CET) with Gagan Biyani (co-founder: maven, udemy) > $1million course secrets? > AI in education > Edtech 2.0 > College is dead in 2025? > Most students will finish in 2 years with AI. join live. like, share, subscribe!...
95% of Americans Prefer Practical AI Over AGI Race
95% of Americans don't want a race to AGI and superintelligence, but instead want better AI tools to cure diseases and solve problems. Here at @WebSummit, I discuss how this controllable "95% AI" can gives us almost all the AI...

OpenAI's Free AI Academy Offers 11 Courses
Most people don't know this exists. OpenAI recently launched the AI Academy, and it’s completely free! 11 courses covering: → Prompt engineering → Reasoning with ChatGPT → Data analysis → Coding, writing, search & more Perfect for beginners or tinkerers! Link below 🧵↓ https://t.co/HrFkkyi0V3

Gemini 3: Fast but Unreliable, Files Get Corrupted
Gemini 3 review: it's fast, it's not dumb, but it's completely unusable in practice. It will get lost after a few edits then completely trash the file: issuing patch commands that include line numbers at best, and at worst it will...
One Prompt, Complete Website Redesign via Gemini 3 Pro
Wow, AI can finally do good design. Trying Gemini 3 Pro with @FactoryAI and it's incredible. If you haven't tried it yet, you should. You can completely overhaul a website with 1 prompt.
US Students Can Access Gemini 3 Pro Free
Students in the US (and many other countries) can get their hands on all the Gemini 3 Pro goodness for free!
Google CEO Admits AI Still Makes Frequent Errors
Google CEO: 'Our AI is prone to errors'. https://t.co/a2imYv3T6J #Google #AI #BBCNews
Master One AI Tool, Skip the Noise
most people would be further along ignoring all ai discourse and just mastering one ai tool
Even Google Warns No Firm Immune to AI Bubble Burst
No firm is immune if AI bubble bursts, Google CEO tells BBC | REUTERS https://t.co/BxfcaxRF84 #AIbubble #artificial_intelligence #AI #AIinvestment #AIfunding