Today's AI Pulse
Anthropic warns AI could self‑improve faster than regulators can act
Anthropic, valued near a $1 trillion IPO, released a paper warning that recursive self‑improvement could arrive sooner than regulators expect. The firm says AI productivity has surged, with employee output rising eightfold between 2024 and Q2 2026, and argues a development pause would only work if all major players agree.
Also developing:
The Best Robot Vacuum 2025: Top Robovacs to Keep Every Home Dust-Free
TechRadar’s 2025 robot‑vacuum guide ranks the Roborock Qrevo Curv as the top model, highlighting its 18,500 Pa suction, dual‑spinning mop, and self‑emptying dock. The guide evaluated 94 units, including 17 new releases, to compare performance, price, and features across the market. While the Qrevo Curv commands a premium price, its reliability, advanced navigation, and autonomous maintenance justify the cost for many households. More affordable alternatives such as the Eufy X10 Pro Omni offer solid performance for budget‑conscious buyers.
Last Call: Join Decision-Making with ChatGPT Today
It's not too late! If you woke up today thinking "I'd like to upgrade myself today" and it's before 11 AM Eastern Time... Then you still have time to absorb enough of the on-demand content from my Decision-Making with ChatGPT...
Open-Weight Models Accelerate AI; China Poised to Lead
We keep talking about “open-source models" But honestly, that’s not where most of the real momentum is right now. What’s actually shaping the ecosystem today are "open models" Especially the ones released as open weights. Not fully open-source. Not fully closed either. Just open enough...
The Project Management Imperative for a Greener Future
The Project Management Institute’s latest report shows that organizations embedding AI across the enterprise achieve a 31% success rate on energy‑efficiency projects, far outpacing the 8% rate of firms still experimenting. Success hinges on three pillars: data readiness, leadership preparedness,...

DeepSeek Model Hits Gold on IMO 2025, Boosts Self‑Refinement
Looks like we got a new DeepSeek model over the holidays (again) Basically pushes RLVR & self-refinement to gold-level scores on IMO 2025. Coincidentally, I am currently working on the self-refinement chapter, and this comes in handy as a nice, scaled-up case...

Assessing Whether Large Language Models Truly Grasp Reality
How deeply predictive AI systems understand their subject matter? Can large language models figure out the real world? https://t.co/E2bwsor4VU #AI #MachineLearning #MIT @mitsmr @Hal_Good @AlexMachicado @Analytics_699 https://t.co/5NALWx5atK

“There's No Such as 100% - We Just Try and Raise the Bar” - We Hear What It Takes to...
Lenovo’s AI and security chief emphasizes a company‑wide security culture, noting that data protection is a shared responsibility rather than a siloed function. He cites strong backing from CEO Yuanqing Yang and highlights the challenges posed by hybrid work and...
Agentic AI: A Multi‑Layer Stack, Not a Single Feature
Agentic AI = a stack, not a feature. 🧠 LLMs (core intelligence) 🤖 Agents (planning, memory, tool use) 🧩 Multi-agent systems (coordination, routing, RAG) 🏗️ Infrastructure (security, logging, retries, cost control) This is how AI moves from answers → autonomous outcomes. Credit: Analytics Vidhya #AgenticAI #AIAgents #LLMs...

Amazon Workers Push Back as over 1,000 Sign Letter Warning Against ‘Warp-Speed’ AI Rollout
More than 1,000 Amazon employees have signed an open letter urging the company to slow its aggressive AI rollout. The staff cite climate damage, job security threats, and heightened surveillance as primary concerns. They highlight Amazon's $150 billion investment in new...
ICYMI: The 7 Biggest Tech Stories of the Week, From ChatGPT's Voice Mode Upgrade to the Black Friday Sales
TechRadar’s weekly roundup spotlights seven diverse tech stories, from OpenAI’s upgraded ChatGPT voice mode to Kodak’s $99 Snapic A1 35mm film camera. Garmin teased a potential screenless wearable, while Insta360 announced a Dec 4 launch for its Antigravity A1 360° drone....
No‑Code AI Powers 2025’s Top Machine‑Learning Trends
How could you use no-code AI to boost your projects? Top 10 Machine Learning Trends to Watch in 2025 https://t.co/e65AsSGVAw #AI #MachineLearning #IoT https://t.co/RKkCbnx8gC

Sam Altman Says It’s Time for a ‘Very Aggressive’ AI Infrastructure Bet
OpenAI CEO Sam Altman announced a “very aggressive” infrastructure bet, targeting the construction of the world’s largest data‑center network to power next‑generation AI models. The plan hinges on massive capital investment and broad partnerships with firms such as AMD, Oracle...
AI and IoT Skills Power 2025 Job Market
Future of Jobs Report 2025: The jobs of the future – and the skills you need to get them https://t.co/lBMcF8Qdhh #FutureOfWork #AI #IoT #GLMC @wef @Global_LMC @WorldBank https://t.co/tfoyHAxMHc
AI Undermines Traditional College Degree Value
How AI is killing the value of a collage degree? https://t.co/SowQ3nmtsT #AI #artificial_intelligence #collegelife #college @PawlowskiMario @chidambara09 @Ym78200 @CurieuxExplorer @efipm @bigfundu @sayedflah @Ronald_vanLoon @cyngn @belindabeibi @odisseiaalfa @DigitalColmer @MyCompanionsAI @KirkDBorne @patricegorissen @jeffkagan @EdwardKens50830 @enilev @insom_ai333 @ChrisCCrowley @sallyeaves @gurmeet_judge @VairagyaSadhana @andresvilarino @amomsimpression @amit6060...
Around 3 Million Jobs at Risk? Report Flags Consequences of Growing AI Adoption — Check Sectors Likely to Take a...
The National Foundation for Educational Research warns that AI and automation could eliminate about three million jobs over the next decade, with the speed of change now three times faster than earlier forecasts. High‑risk occupations include administrative, secretarial, customer‑service and...
LLMs Stumble on Passwords Due to Low Entropy Awareness
New insight into why LLMs are not great at cracking passwords! https://t.co/7RdBBpdp9m #LLM #LLMs #genai #GenerativeAI #AI #password
China Unveils Robot Tongue that Can Actually Taste
Can a robot taste? China's new artificial tongue says yes! https://t.co/8L9rcTEuQS #Robotics #Robots #tasteholic #Taste @baski_LA @Nicochan33 @Fabriziobustama @devaang
That's Not Very Trendy of Them - AI Browsers Can Be Hacked with a Simple Hashtag, Experts Warn
Researchers at Cato Networks have uncovered a new attack vector called “HashJack,” which embeds malicious instructions in URL fragments after a hashtag. AI‑assisted browsers process these hidden fragments locally, allowing attackers to steer the assistant without the server ever seeing...
ChatGPT Debuted in 2022, Reshaping AI Conversation
ChatGPT launched in ‘22 https://t.co/YCRV47talR

Indian Junior Engineers Drive AI Adoption, Senior US Lag
The Wall Street Journal has a terrific article today about how more and more companies are turning to Workhelix to understand how they can more effectively use AI. Here's one excerpt: "When LogicMonitor commissioned Workhelix to evaluate who actually was...
Anthropic Says It Solved the Long-Running AI Agent Problem with a New Multi-Session Claude SDK
Anthropic announced a new Claude Agent SDK that tackles the long‑running agent memory problem by splitting tasks between an initializer agent and a coding agent. The initializer sets up the environment and logs progress, while the coding agent makes incremental...
AI Bubble Varies: Apps Underfunded, Training May Overheat
Is there an AI bubble? With the massive number of dollars going into AI infrastructure such as OpenAI’s $1.4 trillion plan and Nvidia briefly reaching a $5 trillion market cap, many have asked if speculation and hype have driven the...
2027 AI Race: Alignment Determines Humanity’s Fate
🚨 From Agent-1 to Superintelligence: The AI 2027 Scenario The AI 2027 Report outlines one of the most thought-provoking trajectories for artificial intelligence: a rapid evolution from simple assistants (Agent-1) to autonomous, adversarially misaligned systems (Agent-4) and ultimately to Agent-5 —...

10 AI Projects to Learn Gemini 3 Nano Banana and Opus 4.5
The episode walks listeners through ten practical AI projects that showcase the capabilities of the latest models such as Gemini 3, Nano Banana 2, Opus 4.5, and GPT‑5.1, covering use cases from infographic creation and data visualization to multimodal reasoning,...
Use a Code Word to Embed AI Tasks
I get annoyed that AI voice transcription is either “copy the exact words I use” or “I am assigning you a task”. So now I use a code word to serve as an embedded agent task. It’s like a way...
Master 17 Prompt Engineering Techniques for Better AI Results
🧠 17 Essential Prompt Engineering Techniques for Getting Better Results with ChatGPT As generative AI becomes a core component of professional workflows, the ability to craft effective prompts is now a strategic skill. This infographic highlights 17 powerful prompt engineering...
What to Be Thankful for in AI in 2025
2025 marks a turning point for generative AI as the ecosystem diversifies beyond a handful of cloud‑only giants. OpenAI launched GPT‑5, GPT‑5.1, Atlas, Sora 2 and open‑weight models, while enterprises report over‑50% ticket‑resolution gains using the new models. China’s open‑source wave,...

Another Major Survey Warns AI Could Lead to Major Job Cuts at Your Business
A new BearingPoint survey finds half of global executives say their workforce is already 10‑19% over capacity, and 45% anticipate a 30‑50% surplus within three years. The study highlights back‑office, customer service, and entry‑level finance and HR roles as most...

How OpenAI and Google See AI Changing Go-to-Market Strategies
AI is reshaping go‑to‑market (GTM) playbooks, allowing startups to generate more messaging and leads with fewer resources. Executives at Google Cloud and OpenAI stress that AI augments, not replaces, core marketing fundamentals such as customer insight and creative strategy. The...

The Race to Regulate AI Has Sparked a Federal vs State Showdown
Washington is edging toward its first comprehensive AI regulatory framework, sparking a clash between federal ambitions and a wave of state legislation. Dozens of states have already passed more than 100 AI‑related laws targeting deepfakes, transparency, and safety, while industry...
AlphaFold: Grand Challenge to Nobel Prize with John Jumper
In this episode, Professor Hannah Fry talks with John Jumper, the lead scientist behind AlphaFold, about how the protein‑folding breakthrough has become a grand scientific challenge with Nobel‑prize potential. They explore the technical innovations that enabled accurate structure prediction, the...

Scientists Uncover the Brain’s Hidden Learning Blocks
Neuroscientists at Princeton discovered that the prefrontal cortex reuses discrete neural patterns—dubbed “cognitive Legos”—across different tasks, enabling flexible learning. Experiments with rhesus macaques performing three visual categorization tasks revealed recurring activity blocks for shared components like color discrimination or eye‑movement...
Upgrade Skills, Not Just Hardware, for AI Success
Everyone’s out here upgrading their setups today. New laptops, new GPUs, new toys. But the truth is simple: the real leverage isn’t the machine. It’s whether you actually know how to build and deploy AI on it. So if you’re upgrading...
Sora and Nano Banana Pro Throttled Amid Soaring Demand
OpenAI announced that free users of its Sora video generator are now limited to six generations per day, citing GPU overload. Google responded similarly, cutting the free image generation limit for its newly launched Nano Banana Pro to two images...

Omri Kohl, CEO & Co-Founder of Pyramid Analytics — AI’s Impact on Data Analytics, Decision Intelligence, Citizen Analysts, ROI, Scaling...
Omri Kohl, CEO of Pyramid Analytics, warns that AI alone won’t solve enterprise data challenges; a unified, governed semantic layer is required to merge BI and AI. He champions "decision intelligence"—a user‑centric approach that starts with the decision and works...

Andrej Karpathy to Educators: Stop Trying to Catch AI-Generated Homework

🧑🚀 Palantir Profits, AI Therapy Crackdown, & Bubble Fears
Palantir posted a 63% revenue jump and a 248% profit surge in Q3, showing durable growth despite sky‑high AI‑era valuations. The FDA convened its first public hearing on regulating AI‑driven therapy chatbots, highlighting safety concerns as mental‑health bots proliferate. OpenAI...
Conversational AI Builds Apps without Showing Code
One-shotting applications is the new vibe coding. I am soon going to start back up my YouTube channel, so this was a good chance to try @Medo_CodeFree, a new application building agentic platform from @Baidu_Inc. Here on X I've built lists of...
Video Pixel Generation Nears Solution with New Models
So many amazing new video models coming, we are heading next year to video pixel generation being “solved”
This Cheap, Compact Projector Can Turn Your Wall Into a Giant Whiteboard – and It Has Gesture Controls Too
Honor introduced the Choice Bee AI Projector Air, a compact 1080p projector that supports stylus input and gesture controls, effectively turning any wall into an interactive whiteboard. Priced at roughly CNY 599 (about $85), it offers 280 lumens, Wi‑Fi 6, Bluetooth 5.0, HDMI 2.0...
New Twitter List Connects All NeurIPS Attendees
I created a twitter list for everyone going to NeurIPS San Diego this week to make it easier to collab with people who will be there. LMK if I need to add anyone! https://t.co/1vEg8HOSea
Half‑Price Deep Learning with Python 3rd Edition Today
Black Friday deal for Deep Learning with Python (3rd edition): 50% off, just today. Go buy it: https://t.co/EL58J1Zl22
Quantifying Jaggedness Accelerates Model Utility
I’m glad we started talking about jaggedness. This is the main differentiator between useful models. The more we can quantify the faster we can progress.
Opus Excels Backend, Gemini3 Fronts; Codex Falters
each ai assisted tool has its own advantage. im finding opus 4.5 much better at understanding and writing generic backend code. gemini3 is good at frontend. my goto was openai codex but now it seems like as soon as things...
I’m Unable to View the Linked Content, so I Can’t Create a Headline.
https://t.co/XJNnjRCyYL

Mastered Standardization, Normalization, and GridSearchCV Tuning
->28th November -> Learned about few things today including:- >standardization >normalization >hyperparameter tuning and GridSearchCV https://t.co/WAa6yGJnu3
AI Detects Diabetic Eye Disease with Up to 99% Accuracy
A study published in The Lancet Digital Health found that the accuracy of all eight AI algorithms in detecting diabetic eye disease that may require clinical intervention ranged from 83.7% to 98.7%. https://t.co/yb8DFqhsTh #AI #Health #TheLancet
AI Outperforms Humans Technically, Humans Still Lead Multimodal Reasoning
AI now exceeds human performance in most technical tasks — but humans still lead in multimodal reasoning 🧠 The next frontier isn’t about replacing humans, but amplifying how we think across data, images & language. Source: Stanford AI Index 2025 #AI #Innovation #FutureOfWork...

Grayscale Conversion Simplifies Shape Analysis in OpenCV
step 2 After splitting into frames, we convert each one to grayscale. this is common in OpenCV because most analysis is based on shapes and intensity, and grayscale makes that process much simpler. https://t.co/vY51Y4Dnxx
AI Frees Humans to Focus on Creativity, Strategy
AI is transforming job roles by letting humans focus on creativity and strategy while automating routine tasks. Ready to shift from creator to curator? Learn more: https://t.co/99Xzl56kij #AI #FutureOfWork #IoT #IBM https://t.co/g17V4Zr4cm