Texas Already Runs Unsupervised; Now Count the Areas
It is already unsupervised in Texas. The question is no longer “is it ready for unsupervised”. It is indisputably operating unsupervised. The question now is “In how many areas is it ready to be unsupervised?”
Prioritize Brain Over AI in K‑12 Writing
🎥 Just shared on YouTube 👉 Brain first, AI second — the MIT study every K–12 writing teacher needs to know. Philip Seyfried (Teachers College, Columbia) on AI in literacy. 🎧 Show no... https://t.co/5O0aTitr8s https://t.co/5O0aTitr8s https://t.co/w6HqRoxHAV
AI's Real Value Won’t Arrive Until Late 2025
👇 This is an incredible admission by Jensen Huang. Effectively he is saying that AI, for all the hype (some from himself) wasn’t really useful until late 2025. Let that sink in. This means practically everything everyone said before was more or less...
Neglected Credentials Give Attackers a Ready-Made Backdoor
Employees reuse passwords. Former employees may still have access to systems. Shared mailboxes may have weaker protections than individual accounts. Vendors may have old logins. Cloud applications may be added without full visibility from IT. Over time, the identity layer...
Test, Iterate, Analyze: The Real Content Strategy
Don’t build a content strategy if you’ve never won organically on these platforms. Tf u doing. Build out a testing strategy. Become obsessed with the analytics. And move fast as hell.
AI Arms Race Shifts to Securing Data Centers
The Next AI Arms Race Is About Fortifying Data Centers https://t.co/FgUFDOP3m7 via @YouTube #AIarmsrace #AIweapon #datacenter #storage #artificialintelligence #AI @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves @Nicochan33 @HaroldSinnott @mvollmer1 @marcusborba @CatherineAdenle @vinod1975 @YuHelenYu @ingliguori @fogoros @ylecun @TerenceLeungSF @SourabhSKatoch @wil_bielert @HsrYueli @faustospain @Whats_AI...

AI Overcapacity Fuels Self-Preferencing, Undermines Real Sense‑Making
Recruiting Brainfood - Issue 499 https://t.co/Gjptm9PGe7 AI Self-preferencing, Overcapacity of AI, one insane essay on sense making models for organisations when nothing out there is real and playing games being a great spend of your time... https://t.co/mfMP1PeGNy

Enterprise AI Needs Real Context, Not Marketing Hype
Some areas of coding AI are super human - Ethan Mollick Every term in AI is made up, taken over by marketing, slowly becomes reality. What matters now is giving the AI the context of the enterprise. #AtlassianTeam26 #AI #CIO https://t.co/SjODPJIolU

AI's
Sometimes AI is super human, other times it gets stuck - long form fiction writing for example. Its performance is jagged. - Ethan Mollick AIs as a native NY driver - “very unpolite” - Magnus Ostenburg #AtlassianTeam26 https://t.co/tZlp7r5j7B

Experience Trumps 'AI‑Native' Labels; Keep Exploring
AI native doesn’t mean very much. Experienced people are better at AI than juniors. AI is a moving target. Nobody knows what’s going on with AI so exploration is really important. Use it for actual work but alsl use your...
Vibe Coding and Spec-Driven Development Will Merge Into AI‑Powered SDLC
My article today on vibe coding vs spec-driven development. IMHO these will converge to full AI SDLC platforms, hopefully with smart naming to accelerate addoption. https://t.co/nwUSAAOk4Q #AtlassianTeam26 #AI #SDLC #DevOps #Agile #CIO
Robots Accelerate Clean Energy Transition Without Job Loss
Robotics and automation don't take jobs in the energy transition Robots hand us the only credible way to build enough clean energy quickly without burning through people It's not ‘robots vs jobs’, it's robots plus good policy avoiding a slow transition and...
Pick the Right D365 Partner Amid Inconsistent VAR Quality
Microsoft D365's biggest drawback? The VAR ecosystem. Quality varies wildly, so choosing the right implementation partner is crucial. Be careful—there are too many out there. #D365 #TechTips https://t.co/5nn7yMNWlm
This Week's Breach Landscape: Vishing, Social Engineering, Data Dumps
Weekly update is up! The Current State of Breaches: Vishing, Social Engineering, ShinyHunters, Salesforce, Extortion and Massive Troves of Data: https://t.co/39w6jR8MRH
Instantly See Which AIs Can Access Your Site
Instant insights. in seconds you'll know which AIs can access your site ...and which cannot.

New Video Explains Why Ad Relevance Matters
If you like me annnnd you like YouTube, I think you're gonna like my latest video all about ad relevance. https://t.co/yVzFZLK6n8
FlexSuperApp Delivers Wow‑Inducing Banking Experience
LOVE our @FlexSuperApp bank, it's the only banking experience I've ever had where I audibly said 'Wow'. (in a good way)

Mythos Scores Just Above AI Trend, Not Revolutionary
Another new analysis finds that Mythos, while a fantastic model, is either pretty much on the AI trend or just slightly above it. [Similar to what I found in normalizing scores on Epoch's capabilities index.] https://t.co/KTwEdWM4Q3 https://t.co/33cn9vxSl4
South Korea Targets 3 GW Floating Solar by 2030
South Korea plans 3 GW of reservoir floating solar by 2030 #energysky -- via pv magazine global: https://t.co/ML9vEKeiTe
Massive US Robot Data Factory Uses Intentional Failures
Inside the biggest humanoid robot data factory in the US: 100 robots, all named Sonny, mostly failing on purpose. SKU coverage cuts through the hype. https://t.co/Ryc00vrJoL
Shenzhen Emerges as Global Robotics Hub, Video Shows
This Video Proves It: Shenzhen Is the World’s Robotics Hub by @Robo_Tuo #Robotics #MachineLearning #ArtificialIntelligence #Innovation #Technology https://t.co/JrzJtM1Pz3
Enterprise UI Settings Reveal Quarterly Revenue Tricks
The dirty secrets of enterprise software cos are hiding in plain sight: in the Settings sections of their UIs. Every additional option, dropdown or method usually represents some one-off deal to hit the qtr. And the rest of the customers suffer...

Space Mission Lessons: Risk, Teamwork, Endurance Revealed
Thrilled to be bringing my live talk “The Sky is Not the Limit: Lessons from a Year in Space” to Australia this November. I’ll take audiences behind the scenes of my 143-million-mile mission- the risks, teamwork, and endurance that made...

Anthropic to Invest $200B in Google Cloud and Chips
Anthropic will reportedly spend $200 Billion with Google $GOOGL over the next 5 years on Cloud and Chips - The Information

Free GPT‑5.5 Instant Matches Paid 2025‑level Performance
All benchmarks are flawed, but GPQA has been fairly consistent & highly correlated with other measured benchmars. I think it's a good way to see how far we've come that the free model from OpenAI, GPT 5.5 Instant, is at...

Leading Digital Sales From the CRM Ghost Trenches
The CRM Ghost: Leading from the Digital Trenches by @Timothy_Hughes https://t.co/sIBWlQRGtG @DLAIgnite #SocialSelling #DigitalSelling #Sales #SalesTips #SalesLeader #SalesEnablement #RevOps #Marketing #MarketingStrategy #MarketingSuccess #Leadership #ArtificialIntelligence https://t.co/n0GmaNRfBR

Vote for Delivery Robots: Boost Local Business, Cut Congestion
Tomorrow, @CityofVancouver is voting on a pilot for autonomous delivery robots, including @ServeRobotics. They should approve it. This is personal. Vancouver is my home, and it’s where I was inspired to build Serve. It's where I fell in love with robotics....
Offshore Wind Firm Secures European Milestone After Trump Payout
Offshore wind firm that took Trump payout hits a milestone in Europe #energysky -- via Canary Media: https://t.co/EXyw1cAoGx
Combine Data Credibility with Human Impact for Powerful Stories
The stories you use in your marketing need a spine. Data gives you credibility. Human impact makes people care. You need both.
Newbies Chase Citations, Neglect Organic Traffic Trends
They’re repeating the same SEO mistakes because they just entered the chat and have no experience doing SEO. They’re also often only monitoring “citations” and ignoring what’s happening to their organic traffic in the meantime. I plan to write about this soon.
Choose Camry‑sized Agents over Ferrari Demos for Real Results
Everyone wants a Ferrari agent. Expensive, beautiful, looks insane in the demo. Then you try to run your business on it and realize you built the AI version of a car that scrapes every driveway in LA. The temptation is obvious. You bolt...
Predictable Outcome Based on Their Track Record and Disclosure
Given their track record and seeing the disclosure below, this is heading for a pretty predictable outcome…

Netflix Routes Millions of Requests to Thousands of Models
Wow. The Netflix ML serving platform serves hundreds of model types/versions, and around 1 million requests per second. How do they route traffic to the right model in such a large-scale service system? Deep dive post: https://t.co/1sU4Jtt5l8 https://t.co/ANPlcxqpSA
Immersive Tech Transforms Learning, Yet Risks Simplicity
At @DDWMeeting learning inside a giant digital esophagus. 20+ years ago it was simple informational conversations at booths. Now it’s immersive, high-tech, everywhere. The science is advancing, and so is how we learn it. What are we gaining, and what...
CISA Pushes 3‑day Patch Deadline Amid AI Defense Gaps
“Patch the KEVs faster” still isn’t taking a scalable, targeted, realistic approach to the #Mythos #AI era, for gov or private sector. AI defense has not yet produced an autonomous, safe answer to meet the AI offense moment.
AI Counts Potatoes on Line with Minimal Training
#AI on the Assembly Line: Instant Potato Counting with Minimal Training by @IlirAliu_ #ArtificialIntelligence #MachineLearning #ML #MI https://t.co/FqLAHp8d66
AI‑Driven Power Demand Boosts AMD and Electrification
AI Food chain of AI + DC +grid + power theme: $AMD: 1Q DC +57% y/y & server CPU revenue guide +70% in Q2 bc of demand for EPYC processors and AI infrastructure. It’s happening throughout technology, industrials, utilities and power...
Redesign Work: AI Agents Boost Human Agency
Every firm will need to reconceptualize work as they build agentic systems. As AI and agents take on more of the execution, the opportunity is to expand human agency and redesign how work gets done. An in-depth look from the team at...
AMD's Server CPU TAM Surges, Revenue Soars 70%
Some color from the $AMD call that wasn't in the release. -Server CPU TAM revision. From ~18% annually (FAD November baseline) to >35% annually, reaching >$120B by 2030. This is a structural reframe. -Q2 server CPU revenue guide: >70% YoY. -Q1 server...
AMD's CPU Growth Outpaces GPU Surprise
$AMD CPU business may be even cooler than the GPU business. Who would have believed that a year ago? 🙃
Over Half of AI Users Now Outperform Last Year's Capabilities
58% of AI users are already producing work they couldn’t do a year ago. Microsoft’s latest Work Trend Index shows exactly how far behind their organizations have fallen. Here is what stuck out for me https://t.co/AH9DUFTxmW
AI Cuts Freshworks Workforce, Pressures Margins
AI-driven shift: Freshworks cuts 11% (~500) as automation writes >50% of code; shares -8% AH. Macro: AI compresses legacy software demand. Risk: margin pressure, disruptive AI entrants. Trade: trim FRSH longs; watch Q2. ⚠️ — Viktor Kopylov, PhD, CFA More insights:...
Atlas Turns Any Topic Into Walkable Visual Maps
This is genuinely impressive. Gauth just dropped Atlas and it might be the end of textbooks. Type any topic like "Silk Road," "how a camera works," "fall of Constantinople" and it builds you a hand-drawn, interactive visual world you can walk through. No...
Most Execs See Faster Work, Few Confirm AI ROI
Only 6% of executives are sure they have clear examples of AI's ROI ? yet 89% say AI has increased the speed of work. #CIO #AIStrategy #AtlassianTeam26 https://t.co/X27BnHM7xc

ChatGPT Often Hallucinates without Internet Mode
I was just driving around with my dad and wanted to explain OpenClaw to him. I asked Gemini - voice mode failed. (I’ve never enjoyed Gemini voice mode, tbh) Switched to ChatGPT - it took 3 tries because ChatGPT wasn’t using the...
AI-Native Teams: Proven Method, High-Demand Future
We have been doing this for the last year and it is the way to evolve teams to become AI native. This is going to be a high demand role for the next several years. It works.
AI Misreads Contract, Turns Pipeline Leads Into Paid Referrals
Another AI mishap story Founder wants to set up a referral contract I write in their contract any companies already in their pipeline don’t count for referral fees. The founder runs my contract through AI, and AI gives them a clause that...
Codex 5.5 Excels at Unexpected Non‑coding Tasks
5.5 in codex is so good for non-coding tasks. i keep assuming it won't be able to do something, but a lot of the time i am pleasantly surprised.
PAA Impressions Boost Views, but Not Clicks
It's pretty common. An impression could be someone loading page 1 on Google, you're on the PAA, hit 1 impression, but nobody clicks those back to your site.
We Can't Have Both Worker Shortage and AI Unemployment
Is it too complicated for great minds to understand that we can't both face a demographic crisis of too few workers and a crisis of no jobs due to Ai? https://t.co/TJIvBkaroD