🎯Today's AI Pulse
Updated 1h agoWhat's happening: Telcos pivot to AI revenue models as new monetisation frameworks emerge
A GSMA Intelligence report released at MWC 2026 shows telecom operators are shifting AI projects from internal cost‑saving tools to revenue‑generating services. The study outlines three new monetisation models—AI Connectivity Provider, AI Compute Provider, and AI Solutions Partner—backed by pilots from Singtel, Reliance Jio, Deutsche Telekom, SK Telecom and KDDI.
Also developing:
By the numbers: OpenAI raises $110B in corporate funding
News•Nov 25, 2025
The Genesis Mission's Impact on the Global AI Race
President Donald Trump announced the Genesis Mission, a DOE‑led initiative that unites 17 federal labs with tech giants such as Nvidia, Microsoft, and OpenAI to fuse supercomputing, AI and quantum capabilities. The platform aims to generate massive scientific datasets, accelerating AI‑driven discovery in energy, materials and advanced manufacturing. Framed as a modern Manhattan Project, the effort seeks to cement U.S. dominance in the global AI race, particularly against China. By granting private firms regulated access to compute and data, the mission blurs the line between public research and commercial innovation.
By AI Business
Social•Nov 25, 2025
AI Control Remains Unsolved; Top Oversight Fails 92%
Excited to present our new AI paper as a @NeurIPSConf spotlight next week: we find that the problem of controlling artificial superintelligence remains unsolved. With simulations and scaling laws, we find that an implementation of the least unpromising...
By Max Tegmark
Social•Nov 25, 2025
OpenAI Positions Codex as Team Member, Not Tool
OpenAI is very deliberate about how they talk about Codex. It's not positioned as an operating system. It's heavily positioned as a teammate. Their site says: "Your new coding partner", "accelerates your team" Their job postings say: "we're building an AI software...
By Allie Miller
News•Nov 25, 2025
Wyze’s New Security Camera Watches Your Yard From Inside Your Home
Wyze has launched a $34.99 Window Cam that monitors a yard from inside a rear window, eliminating the need for batteries, exterior power, Wi‑Fi extenders, or weatherproofing. The 1080p camera offers a 101-degree horizontal field of view, enhanced color night...
By The Verge
Social•Nov 25, 2025
SAM 3D Enables Data‑Driven, Personalized Rehabilitation Insights
SAM 3D is helping advance the future of rehabilitation. See how researchers at @carnegiemellon are using SAM 3D to capture and analyze human movement in clinical settings, opening the doors to personalized, data-driven insights in the recovery process. 🔗 Learn more about...
By Meta
Social•Nov 25, 2025
Open Collaboration Fuels AI Boom and Scientific Innovation
Excited about the Genesis mission - congrats to @POTUS @SecretaryWright @ScienceUnderSec @mkratsios47 @sriramk! We've experienced first-hand how more openness and collaboration in the US can massively accelerate progress. In my opinion, that's what led to the current AI boom and US...
By Clément Delangue
Podcast•Nov 25, 2025•0 min
After LLMs: Spatial Intelligence and World Models — Fei-Fei Li & Justin Johnson, World Labs
Fei-Fei Li and Justin Johnson discuss their new platform Marble, a generative world model that turns text, images, and spatial inputs into editable 3D environments, highlighting its technical core of Gaussian splats and real‑time interactivity across devices. They argue that...
By Latent Space
News•Nov 25, 2025
The Trump Administration Just Launched Its Own Plan for Global AI Dominance and What Could Go Wrong?
The Trump White House issued the Genesis Mission Executive Order, directing the Department of Energy to create a government‑run AI platform – the American Science and Security Platform – that will leverage federal scientific datasets to train foundation models and...
By TechRadar
Social•Nov 25, 2025
Adaptive 2D Gaussians Redefine Image Compression and Restoration
📢 Image-GS: Content-Adaptive Image Reconstruction using 2D Gaussians In this week’s deep dive, we explore Image-GS, a groundbreaking framework that reimagines how images can be represented, compressed, restored, and upsampled using adaptive 2D Gaussian splats. Unlike traditional codecs or neural...
By Satya Mallick
News•Nov 25, 2025
I Found the World's Fastest Mini PC with an Intel CPU that Trounces the Mac Pro's M2 Ultra — and...
Lenovo’s ThinkCentre M90s Gen 6 mini PC, equipped with an Intel Core Ultra 9 285 (24‑core, 65 W) processor, outperforms AMD’s Ryzen AI Max+ and Apple’s M2 Ultra on PassMark benchmarks while fitting into a 340 × 93 × 300 mm chassis. Priced at $1,329 after a $570 Black‑Friday...
By TechRadar
Social•Nov 25, 2025
New AI Tests Need Fresh Images; Recipe Finally Clarified
One more comment is that giving this image to an AI and asking about it is not sufficient to show the diff because it's all over the training data by now. You'd have to use a new, very recent image,...
By Andrej Karpathy
Social•Nov 25, 2025
Pretrain, Fine‑tune, and Let Big AI Solve Tasks
@matejhladky_dev AI has crushed it since this post way beyond expectation. I made the same category of mistake all of AI was making, of thinking we have to discover and write the algorithm. You don't. You pretrain and then finetune...
By Andrej Karpathy
News•Nov 25, 2025
Solar-Powered iLamp Turns the Humble Lamppost Into an AI Hub
British greentech firm Conflow Power Group has launched the iLamp, a solar‑powered streetlight that doubles as a micro AI data centre using Nvidia Jetson processors. Each unit generates 200‑600 watts from a self‑cleaning panel, consumes 80 watts for lighting and...
By TechRadar
Social•Nov 25, 2025
LLMs Know Popular APIs, Need Docs for Obscure Ones
I've had medium success asking LLMs if a thing exists, it works out of the box for some of the more well-known things (e.g. both GPT 5.1 and Gemini 3 know about this function if you describe the tensor transformation...
By Andrej Karpathy
Social•Nov 25, 2025
Discover PyTorch’s Pixel_unshuffle: Skip Custom Tensor Hacks
Always a slightly mixed feeling to write pretty good first-principles code to do some tensor rearrangement, only to find that PyTorch has a built in function that does it faster. I had made a point of at least skimming the docs...
By John Carmack
News•Nov 25, 2025
What Enterprises Should Know About The White House's New AI 'Manhattan Project' The Genesis Mission
President Trump announced the Genesis Mission, an AI‑focused "Manhattan Project" that directs the Department of Energy to create a closed‑loop AI experimentation platform linking the nation’s 17 national labs, federal supercomputers and decades of government scientific data. The initiative aims...
By VentureBeat
Social•Nov 25, 2025
Clear AI Rules Accelerate Trust and Innovation
85% of organizations believe responsible AI is a top management issue. Yet only 25% have governance mechanisms in place to address it. This trust gap is costing companies dearly. In Europe alone, 68% of companies don't understand their EU AI...
By Bernard Marr
Social•Nov 25, 2025
AI's Temporal Hacking Threatens Autonomy and Democracy
AI manipulation techniques revealed. For our free newsletter this week, we cover temporal hacking: AI systems that game human attention over months. @IrenaCronin and I write this newsletter every week. Temporal hacking describes AI systems that optimize for long term outcomes by subtly...
By Robert Scoble
News•Nov 25, 2025
Jensen Huang Dismisses Job Loss Fears, Tells Nvidia Employees to ‘Use AI for Every Task’
By Indian Express AI
Social•Nov 25, 2025
AI Landing Page Tools Score Poorly in Real Audits
We scored every major AI landing page analyzer across the same criteria we use for real CRO audits. Comprehensiveness. Specificity. Originality. Realistic implementation. Correctness. The highest score was 5/15. Several landed at zero. This isn’t a knock on AI. It’s a reflection of...
By Hiten Shah
Social•Nov 25, 2025
Chat UI Limits AI; Context‑First Unlocks Power
Chat made AI feel real for the first time. A blank box. A question. A response that sounded alive. It created the belief that conversation was the natural interface for intelligence. But the chat window is the smallest view of...
By Hiten Shah
Social•Nov 25, 2025
Chat UI Masks AI Limits; Context Drives True Potential
Chat made AI feel real for the first time. A blank box. A question. A response that sounded alive. It created the belief that conversation was the natural interface for intelligence. But the chat window is the smallest view of...
By Hiten Shah
Social•Nov 25, 2025
Evolving Guardrails Needed for Autonomous AI Accountability
Generative, agentic, and autonomous AI raise new challenges that affect both decisions and careers. • Who is accountable when automated advice causes harm • How do we manage control when agents act across multiple systems • How do we sustain...
By Geoffrey Moore
Social•Nov 25, 2025
Self‑Driving Transit Beats Cars: Faster, Cheaper, Higher Throughput
#3 reduces utility because of congestion. Self driving public transit like @glydways is a much better answer that reduces costs, reduces time to destination and increases thruput 10X in humans transited per hour for any given street width. Time...
By Vinod Khosla
Social•Nov 25, 2025
NVIDIA's Jetson Shortage Highlights Soaring Demand Across All Tiers
Matt is right about NVIDIA's competition. No one can meet demand. We need all hands on deck. And Jensen didn't even talk about its Jetson product line in the latest earnings report. Entrepreneurs tell me they have to wait eight weeks...
By Robert Scoble
Social•Nov 25, 2025
AI Bubble Exists, Real Value Firms Will Prevail
Are we in an AI bubble? 🤖💭 There is more talk than ever about AI hype, inflated valuations, and whether the bubble will burst. In this video I break down what is really happening in the AI market, why both...
By Bernard Marr
Social•Nov 25, 2025
AI Uses Embeddings, Not Memory, to Understand Context
Ever wondered how AI “remembers” your question… without having memory? 🤔 Every time you chat with an LLM, it somehow knows what you said before. But here’s the secret: It doesn’t remember your words. It understands meaning through something called embeddings. Embeddings are how machines...
By Louis Bouchard
Social•Nov 25, 2025
Genspark’s Token‑Heavy Model Fuels Unicorn‑Speed Growth
You get Opus. And you get Opus. And you get Opus. Genspark uses more tokens than almost any company. At its press event last week the founder proudly held up a trophy from OpenAI proving so. Out of all the American companies...
By Robert Scoble
Social•Nov 25, 2025
New Research Paper Now Available Online
Here's our paper: https://t.co/RmNft3zU5Z
By Max Tegmark
Social•Nov 25, 2025
Beyond Scaling: Engineering Tricks Now Drive AI Progress
@dwarkesh_sp @ilyasut “The Age of Scaling is over.” I agree with that. Basically, since GPT 4.5 a lot of the perceived real-world progress was driven by clever engineering wrappers (context filtering, inference scaling, multi-turn tricks, retrieval, tool use, etc).
By Sebastian Raschka
Social•Nov 25, 2025
15 Essential Architectural Traits for Building Robust AI Agents
Just shared this brilliant mind map on the 15 key architectural characteristics of AI agents — absolutely packed with insights! Modularity, evolvability, context awareness, security compliance… everything you need to design robust agents. Huge thanks to @Python_Dv for creating this gem
By Giuliano Liguori
Social•Nov 25, 2025
Seeing Benchmaxxing, Ilya Launches Company for Proper LLM Development
Ok, so what Ilya saw was extreme benchmaxxing, which in turn prompted him to create his own company to do LLM development the proper way?! Makes sense, I sympathize with that.
By Sebastian Raschka
Social•Nov 25, 2025
Machines Exploit Shortcuts, Creating More Correct‑unintended Rules than Humans
@giffmana @dileeplearning the "correct-unintended" rules were just that -- correct on the demonstrations but using "shortcuts" (e.g., the numerical value of a color). We also saw a small percentage of "correct-unintended" rules that humans generated, but much less...
By Melanie Mitchell
Social•Nov 25, 2025
Machines Craft Meaningful Unintended Rules; Humans Produce Nonsense
@giffmana @dileeplearning There was a big difference between "not classified" rules generated by humans and "correct-unintended" rules generated by machines. For humans, the "not classified" rules were generally humans writing nonsensical things like ⬇️
By Melanie Mitchell
Social•Nov 25, 2025
AI and Energy Tech Converge to Transform Industries
@UmmayHabiba0 @SchneiderNA Certainly. We’re witnessing a major shift in real time. AI and energy tech are finally converging in ways that will reshape how industries operate and how infrastructure is built. Here’s the video if you’d like to take a look: 📺...
By Harold Sinnott
Social•Nov 25, 2025
AI, Energy, Infrastructure Converge to Transform U.S. Economy
@the_AI_girl @SchneiderNA Absolutely, the momentum building across AI, energy, and infrastructure is setting the stage for a major transformation in the U.S. economy. I just shared more of my insights here on @LinkedIn : https://t.co/WwaOkGdcNm Big shifts ahead.
By Harold Sinnott
Social•Nov 25, 2025
Hybrid Search on 1.2M Samples: BM25 & Embeddings
1.2 million samples. BM25, Embeddings and Hybrid search. Tutorial and code comes tomorrow! Stay tuned! https://t.co/FlmaDlpASR
By Abhishek Thakur
Social•Nov 25, 2025
Embeddings Beat LLMs for Fast, Cheap Classification
totally forgot about this experiment where i found it was faster and cheaper to do classification via embeddings vs using the fastest/cheapest llm (at the time)
By Yohei Nakajima
Social•Nov 25, 2025
Embedding Classification Beats Fastest Model on Speed, Cost
@jasonth0 did an experiment a bit back, and found that embedding based classification seemed consistently faster and cheaper than using the cheapest/fastest model (at the time) https://t.co/uuEPwu88cg
By Yohei Nakajima
Social•Nov 25, 2025
LLM
kinda like this, but instead of using vec2text - i found grabbing a few samples from each cluster and feeding into an llm came up with better names (not surprisingly) https://t.co/K8phyyDFdR
By Yohei Nakajima
Social•Nov 25, 2025
Clustering Embeddings Drives Dynamic Ontology Exploration
last weekend i went down the rabbit hole of how to build dynamic ontologies, and kept coming back to clustering of embeddings curious if anyone has cool experiments i could look at around this
By Yohei Nakajima
Social•Nov 25, 2025
Anthropic Takes Lead in AI Coding Competition
Anthropic won the AI coding race 😏
By Data Chaz
Social•Nov 25, 2025
Modern VLMs Struggle with Long‑Horizon Household Tasks
Our most recent work that benchmarks modern VLM and their efficacy for long horizon household activities in robotic learning, using BEHAVIOR benchmark environment.👇
By Dr. Fei Fei Li
Social•Nov 25, 2025
OpenAI Publishes Essential Guide for Developers
Link to the OpenAI guide here: →https://t.co/9pQoaiMq5i https://t.co/M1STn4lgjt
By Data Chaz
Social•Nov 25, 2025
OpenAI's Playbook Enables AI-Run Full SDLC
OpenAI just dropped an ace playbook for AI-native engineering teams! It explains how coding agents can now run the entire SDLC (planning, coding, testing) while humans make the high-level decisions. A clear, practical framework for hybrid engineering. Free download in 🧵↓ https://t.co/N2vSskm1Pr
By Data Chaz
Social•Nov 25, 2025
NanoBanana Pro Powers Gemini 3 Prompting Best‑practice Whiteboard
NanoBanana Pro is insane. I love how @_philschmid used it to create a whiteboard that breaks down Gemini 3’s prompting best practices 🔥 https://t.co/8Wia9rJR02
By Data Chaz
Social•Nov 25, 2025
Opus 4.5 Mitigates Cursor AI Bugs, Not Solely Responsible
For Gemini 3, I don't rule out bugs in @cursor_ai — as many new features don't work, worktrees getting trashed or even renamed (!) mid-way through agent working. But since Opus 4.5 manages around those bugs, it can't...
By Alex J. Champandard
Social•Nov 25, 2025
New Model Outperforms Gemini 3 with Greater Polish
My verdict is that it's significantly better than Gemini 3. It's at least as smart and just got more polish to it. Alignment on little details also significantly higher. Gemini 3 gets many things mixed up after a half-dozen messages, and...
By Alex J. Champandard
Social•Nov 25, 2025
Opus 4.5 Executes Tasks Seamlessly Beyond Token Limits
With Opus 4.5, it seems you don't need to ask multiple times or ORDER it to do work, it just gets stuff done — even beyond 50% the token limit and after chat compaction! This kind of message is a thing...
By Alex J. Champandard
Social•Nov 25, 2025
LLMs Still Far From Their Intelligence Ceiling
LLMs haven't hit their "smartness" limits yet.
By Robert Scoble