AI's Real Bottleneck: Energy, Not Model Size
AI is not just a compute story. It’s an energy story. A few facts: - Data center emissions may be ~6–8× higher than reported - AI tasks can use 10×–70× more energy than traditional computing Demand is accelerating fast. But the real shift is this: Efficiency doesn’t reduce consumption. It scales it. The real constraint of AI won’t be models. It will be energy.
CORE One INDX Enables Ultra‑Efficient 8‑Tool 3D Printing
And people call us crazy for making super efficient 8 tool-changing 3D Printer 😇 This is everyday viable only on the CORE One INDX with it's 13 milligrams of waste per tool change. On everything else it is a wasteful...
Star Wars‑Inspired Monocycle Robot Balances, Recovers, Races
Ringbot: Star Wars–Inspired Monocycle #Robot That Balances, Recovers, and Races at 5 km/h by @spaceandtech_ #AI #Robotics #EmergingTech #Innovation #Technology https://t.co/7EWS8c2uEa
Wife Builds Near‑finished macOS App for Repeatable YouTube Videos
My wife just vibe-coded a macOS Electron app that helps her make YouTube videos (a specific type of video that the process of making them is very repeatable). The app looks so real, 80% of the way. https://t.co/oXliZgZh82
AI Augments Abstractors, Saving 30 Minutes per Case
A healthcare data abstractor feared AI would replace her. Instead: AI caught data she was missing. 30 minutes saved per case. This week, Stakeholder Engagement is up 100%. Collaboration up 29%. The skills that matter are changing. Not disappearing. https://t.co/YhNGf2OEhE
EMEA Employee Listening Trends Revealed in New Data
New Data on the State of Employee Listening in EMEA @perceptyx https://t.co/zzzPMQd7xf #HCM #HRM #HumanResources #HRTech #CHRO #FutureofHR
Tolaria: Open‑Source AI‑Ready Markdown Wiki for Mac/Linux
🚨 @Karpathy's LLM wiki concept just became a real Mac app. It is called Tolaria, a free desktop app for Mac and Linux. The goal is simple: give humans and AI agents a shared, native environment to build knowledge. It writes like a...
Map Topics First, Then Scale Content for Growth
Stop publishing 4 blog posts a month and praying they'll rank. Build the topical map first. Then ship 100 pages around 3-4 pillars in a quarter. Most of my clients grow out off a structure that compounds. Volume without it doesn't.
Magnetic Seal Instantly Stops Water, Acid, Oil Leaks
Revolutionary Magnetic Seal Stops Water, Acid, and Oil Leaks Instantly by @IntEngineering #Innovation #EmergingTech #Technology #Tech https://t.co/2JURwCrKbp
Keep Engineers, Add AI: Cost‑saving Myth Debunked
The CFO cut 12 engineers to save $1.8M. The AI token bill just hit $2.3M. And now they need engineers to figure out why the AI isn’t working. THE SAVINGS MYTH is the most expensive strategy in tech right now. You didn’t reduce headcount....
AI Fails From Weak Foundations, Not Lofty Visions
Everyone wants the AI penthouse. Almost nobody wants to pay for the basement. What I keep seeing is the same pattern: companies want AI outcomes without investing in AI foundations. The exciting layer gets funded first: → GenAI pilots → strategy decks → dashboards → executive demos The...
Hit 1 Billion Tokens Locally, Saving £750
Personal landmark as I crossed a billion tokens used on my local LLM since setting it up just over a month ago. If I'd run this through API calls on big tech's models, it'd have cost me around £750 or...
Opus 4.7 Outperforms 4.6 in 1M
Claude Code benchmarks of 200 headless Claude Code sessions comparing Opus 4.6 and Opus 4.7 1M-context models across effort levels and prompt steering variants - concise, step by step, ultrathink
AI Turns Decades of Mastery Into Weeks
The cost of trying something has dramatically decreased. So experience that took decades to accumulate can now be speed run with the help of AI. Change is cheaper Failure is cheaper Learning is faster So young people can get world class...
Startup Sells AI Clones of Human Experts
This Startup Wants You to Pay Up to Talk With #AI Versions of Human Experts by @StevenLevy @WIRED Learn more: https://t.co/xEyxpv2eT9 #ArtificialIntelligence #MachineLearning #ML https://t.co/pZiQVE7XZy
Apple II Debuted 1977, Stayed in Production Until 1993
#WaybackWeekend. April 16, 1977. The Apple ][ was first introduced. Over the next 11 years several new models within the Apple ][ product family would be released. The last manufactured Apple ][ e ceased in November...
If AI Writes Better, You're Not a Copywriter
I'm hearing a lot of copywriters saying AI writes better than them. Boy, if AI is writing better copy than you, then you really aren't a good copywriter.
Robotic Plastering Machine Automates Wall Construction
#Robotic Wall Plastering Machine Brings Automation to Construction by @gigadgets_ #EmergingTech #Innovation #TechForGood #Technology https://t.co/mOGbixaXZR
AI Experts Optimistic, Public Fears Job Losses
There's a growing gap between AI experts and public opinions: 73% of experts but only 23% of the public are positive about the long-term effect on jobs, "with nearly 2/3s of Americans thinking that AI would lead to fewer...
Nanoliter Precision Turns Lab Robots Into Full Automation
This is real time. You can see how stable the motion is. A system placing droplets between 1 nanoliter and 1 microliter inside a 96 well plate with almost perfect repeatability. No shake. No drift. No overshoot. The robot keeps...
Managing Hidden Risks of Enterprise Generative AI
Governing the hidden risks of generative #AI in the enterprise by Ian Jeffs @techradar Learn more: https://t.co/E4WNyH6G8t #MachineLearning #ArtificialIntelligence #ML https://t.co/UQzYKT0KW7
FSD 14.3.2 Auto‑adjusts to Rain, Keeps Driving Smooth
FSD 14.3.2 performed very nicely in the rain today Took me down to Standard when the rain got heavy, and then bumped me up back up to hurry shortly after as it started to clear up a little bit love...
Cloudflare Transforms Into Full Developer Cloud Platform
Cloudflare is shifting from a CDN to a full "Developer Cloud." Workers, R2, and AI at the edge are driving higher revenue retention and usage growth. The platform is becoming sticky for developers building the next internet. 📈 Cloudflare
AI Reads 40,000 Community Posts Daily for You
Why are you trying to read 40,000 posts from the AI community here a day? My AI does that for you: https://t.co/kiuZ7QXLzb
GDPR Enacted 2016, Compliance Deadline Passed 2018
#WaybackWeekend. April 14, 2016. #GDPR was first enacted. Any individual or business that handles personal data had until May 28, 2018, to begin following the GDPR rules. #Data #Privacy https://t.co/B68gph1gYn
GBrain v0.22 Launches with Search Fixes and Separate Eval Repo
Releaseing GBrain v0.22 - lots of fixes to search and retireval and a new eval system (gbrain-evals is now a separate repo to prevent checkout bloat) https://t.co/qVAQjQeReV
Wuji Hand Launches Next‑Generation Robotic Dexterity
Meet the Wuji Hand: Next-Gen #Robotic Dexterity Begins by @wuji_global #Robots #Innovation #EmergingTech #ML #Technology https://t.co/jQ6fyWCHXP
All Xbox Console Logos Refresh with New Design
Microsoft has updated every Xbox console generation logo with the new Xbox logo design 1. Xbox Series S / X 2. Xbox One 3. Xbox 360 4. Xbox you can download them as wallpapers here https://t.co/RNq0nYdi7u https://t.co/1mqg9PrMLB
Company Admits SAP Rollout Chaos After Early Downplay
A company publicly downplayed SAP implementation issues in early 2024, stating "usual bumps." By April 2024, executives admitted the project's severe overruns, internal chaos, and negative impact on operations, customers, finances, and investors. #SAP #BusinessFailures https://t.co/LGv3lDPs0M
Control Your Browser Directly with Claude Code
Did you ever want to control your browser side-by-side with Claude Code? Now, with /open-gstack-browser skill and GStack Browser, you can https://t.co/dT0dUd3MhF
Robots Handle Routine, Freeing Humans for Creative Thinking
Robots are getting better at more than just repeating tasks. Seeing one sort packages, adjust on the fly, and keep going even after something breaks is pretty impressive. This isn’t really about replacing people. It’s about taking over the repetitive stuff so humans...
Self‑Programming Materials Will Make Infrastructure Self‑Repairing
one of the areas i’m watching for @maniacvc: if intelligence embeds into everything, matter becomes self-programmable. roads fix themselves. bridges know when they’re tired. the built world becomes regenerative. it’ll be the end of the era where things break and stay broken.
New Humanoid Robot Replicates Human Body Movements Precisely
Humanoid #Robot Built to Perfectly Mirror the Human Body via @ZappyZappy7 #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/4Kx96ZZBgt
AI Mastery Requires Guardrails to Prevent Burnout
AI fluency is super important but none of it matters if you can’t put in guardrails to help people prevent burnout. It’s the only thing I’m concerned about with people who ‘get AI’. The machine is overclocked but must stay cool to...
Self‑Driving Cars Fail Where Human Negotiation Matters
A few self-driving taxis in San Francisco just demonstrated the real problem with autonomy. They were too rational. For a brief moment, several robotaxis aligned at an intersection and created a perfectly polite deadlock. No aggression. No improvisation. No human-style “you go, I’ll go.” Just algorithms...
Every Decade Redefines Business: From Internet to Cybersecurity
2000s: every company is an internet company 2010s: every company is a software company 2020s: every company is an AI company 2025+: every company is a cybersecurity company
US State Dept Issues Global Alert on Chinese AI Theft
Exclusive: US State Dept orders global warning about alleged AI thefts by DeepSeek, other Chinese firms https://t.co/pddPI6zgPF
Robot Executes Perfect Webster Backflip
This #Robot Just Nailed a Seamless Webster Backflip by @XRoboHub #Robotics #Engineering #ArtificialIntelligence #Innovation https://t.co/hoVSd1i6sU
OpenAI Adds Specialized Financial Agents via Hiro Acquisition
OpenAI’s Hiro Acquisition Brings Specialised Financial Agents to ChatGPT - Fintech Schweiz Digital Finance News - FintechNewsCH https://t.co/txL5CvwbV4 https://t.co/56h0lbKx29
Continuous-Flow VADs Revolutionize Bridge-to-Transplant Care
Bridging to Transplant: Continuous-Flow VADs Changing Cardiac Care by @Doctors__squad #HealthTech #Innovation #EmergingTech #Tech #Technology #TechForGood https://t.co/JPcFWLKViP
Clean Tech Deployment Halves Global LNG, Cuts Coal Demand
The rollout of solar, wind, nuclear, EVs, and heat pumps since 2019 has triggered a silent structural execution of the status quo: >Wiped out gas demand equal to half the global LNG market >Crushed more coal demand than what India uses in...
Warmer Alps Could Boost Heat‑Pump Efficiency
Could global warming improve heat pump efficiency in Alpine regions? #energysky -- via pv magazine global: https://t.co/lLkwVX6pIi https://t.co/9GGw6JkeKr
Finance Teams Use AI Chat to Skip Manual Reporting
Finance pros can now converse with AI agents to find crucial data, bypassing manual report creation. Prompt AI to dig up details, provide context, or offer deeper analytics beyond surface numbers. #AI #Fintech https://t.co/wyOOcZWODg
Adobe Aims to Control New Content Supply Chain Layer
The Content Supply Chain Has an Operating Layer Now. Adobe Wants to Own It. https://t.co/GIONAfdDsc
Middle‑aged Tech Veterans Fear Codegen; Entrepreneurs Welcome Speed
Observing a pattern amongst the most vocal critics of the emerging agentic codegen stack (whether that’s vibe coding, components of it (eg Gstack, etc), code gen velocity etc.) It’s generally middling (and often middle aged) technologists having a hostile reaction to...
Solar Rebound May Boost Europe's Electricity Demand 5% by 2050
Solar rebound effect could raise Europe’s electricity demand 5% by 2050 #energysky -- via pv magazine global: https://t.co/dIRViXWiI4
People Analytics Can Predict Who to Retain Amid Shrinking Workforce
@Max_Blumberg Thanks for the repost, from @HRCurator Your Workforce Is About to Shrink. Does People Analytics Know Who Should Stay? https://t.co/NJ673QvIhW #HCM #HRM #HumanResources #HRTech #CHRO #FutureofHR
GPU Lifespans: The Year‑Long Myth Is Dead
Remembering back to late 2025 when the bears argued the useful life of a GPU was only a year. RIP. Pouring one out for all of you. 🙃
High API Costs Fuel Fun Side Projects
Been coding all day today (in between kids sports). Went through my cursor max API plan, and my Codex max plan... Currently sitting at $300 in extra spending ... but damn I built some cool shit 😂
AI Empowers Ambitious Talent to Leapfrog Experience Requirements
Great read. AI lets you get tremendous leverage that wasn’t available before in almost any domain. That means we’re at a unique moment in history where anyone with a high level of ambition and core skills in any area can...