Started Coding at 28, Now Runs 8‑figure SaaS
He wrote his first line of code at 28 because he couldn't afford to hire anyone. Now he runs an 8-figure SaaS with 3,000+ customers and 350 people. https://t.co/zs5BJaKcZT

Current LLMs Lack Safe Clinical Reasoning Capability
Assessment of 21 LLMs for generating a differential diagnosis "Off-the-shelf LLMs have not yet achieved the intelligence required for safe deployment and remain limited in demonstrating advanced clinical reasoning." https://t.co/9Nvo0kPrZA https://t.co/Odja5lkq8F

AI Compute Shortage Threatens Growth Amid Rising Demand
WSJ: "The artificial intelligence gold rush is rapidly drying up the supply of the one resource that AI developers can’t do without: computing power...Points to a classic problem that has popped up in technology booms throughout history, from the 19th-century...

Vancouver's 17‑Story Mass Timber Passive House Advances Clean Skyscrapers
"A 17-storey mass timber-Passive House tower under construction in downtown Vancouver will help push forward clean, tall timber construction techniques, the company building [it] says" #passivhaus #passivehouse #masstimber #prefab https://t.co/zxvDlROpBD https://t.co/fVWpGeoI43

Enterprise AI Must Evolve Beyond Models to Systems
Most enterprise AI strategies are already behind. Not because they picked the wrong model, but because they are still thinking at the model layer. The real shift is happening one level up, where AI becomes a system that can reason, use tools,...
Boomer Mispronunciation of Nintendo Still Drives Kids Crazy
memory jog: the mom in the flower shirt pronounces the system "intendo" (without the "N") and that was a total thing in the 80's with the older boomers. it used to drive me **crazy** as a kid that they refused...
Is Sam and Dario's Rhetoric Helpful or Doomerist?
Asking this in all sincerity — is the rhetoric from Sam and Dario closer to something society should want that’s broadly beneficial or doomerism?

Build Claude’s ‘Skills’ Folder, Stop Explaining Your Process
🚨 ICYMI Anthropic quietly dropped a FREE 33-page playbook revealing Claude's very own cheat code: The 'Skills' folder. Spend 30 minutes building it, and you’ll never have to explain your process again. Top-tier users don't just type commands, they build systems. Playbook link in 🧵↓
Founders Must Lead AI, Not Just Hire Specialists
Founders that think they can simply ‘hand off’ AI transformation to an AI specialist have it wrong. It starts from the top. Who is going to drive infrastructure change? Org chart change? Recruiting change? Everything gets flipped over. Things are changing on a daily...
AI Surge May Finally Boost Carbon Capture Economics
Interesting look via @axios' @AmyAHarder about whether the AI boom can finally create escape velocity for carbon capture in the power sector. Big tech has lots of money but the economics are still tough. Link in next post. #energy #climate...
Nordic‑Baltic Nations Deploy Offline Card Payments for Essentials
Nordic/Baltic states are creating system to allow offline card payment purchases for essentials like gas/medicine/food to continue in case of internet/grid outage due to war/cyber/sabotage. Systems supposed to be in place this yr. Announcement last yr: https://t.co/KKJqG76TR9

Patent-Pending AI Masks Sensitive Photo Regions Automatically
A new patent-pending system leverages before and after photos uploaded to an AI editing platform and allows users to mask sensitive regions of a photo. https://t.co/p78AKbUfwW #infrastructure #IoT #AI #5G #cloud #edge #futureofwork @LifeAtPurdue https://t.co/92BuFIqFgw

Stop Using Vague Buzzwords—Add Real Detail
Your email copy is too vague. Every time you write "quality," "premium," "trusted," or "fast," you're writing a placeholder for a detail you haven't added yet. Here's what those swaps look like: https://t.co/AXPqwmDMZf

Multiplexed In‑Vivo Screening Drives Next‑Gen Drug Development
Multiplexed in vivo screening is the future of drug development. @ManifoldBio is multiplexing protein therapies in vivo. @GordianBio is multiplexing gene therapies in vivo. @waypointbio is multiplexing cell therapies in vivo. GT Bio is multiplexing LNPs in vivo. 50Y portcos all https://t.co/DT2AwXbKtB
Anthropic Joins Rivals to Safeguard AI Against Hacking
Anthropic Teams Up With Its Rivals to Keep AI From Hacking Everything | WIRED https://t.co/n4C6wCCT5h
FTC Mandates AI Disclosures Like Influencer Ads
The same FTC law (Section 5) that requires search engines, influencers and others to disclose sponsored content applies to AI. The disclosure these guys do doesn't happen out of the goodness of their hearts.
Google’s Move Heralds Sweeping Internet and Search Overhaul
A recent announcement by Google and other trends signal a massive transformation of the internet and search. https://t.co/N54wtnRZ6g via @martinibuster, @sejournal Making a restaurant reservation? Sure. Buying enterprise software? Not so much.
Shopee Offers Cheap Variety, but Hidden Costs Frustrate Users
Why I like Shopee - Cheaper from retails alot - Tons of product/ item from various variety and hard to find item from retails Why i hate Shopee - Need to go thru tons of duplicate items, alot time wasted - Seller who manipulate the...
Compute Constraints Signal Massive Upside for Anthropic
Anthropic compute capacity problems are insanely bullish. It reminds of AOL 30 years when the company was getting dumped on for dial up busy signals & then the stock went up like 2000%

DRAM Surge Highlights EWY as Underrated AI ETF
Nice explanation on why $DRAM is Hansel-level hot right now (already $50m in volume today, insane numbers for newbie) from @sumitroy2. This is why we had $EWY as our ETF of the Month for Feb, arguably most underrated AI play....
Memory Shortage Pushes Supply Normalization to 2027
Summary of key points from a memory tracker I'm running weekly: Supply normalization now looks pushed to late 2027. New capacity is delayed, DRAM bit supply growth is only ~16% YoY, and that is still below historical norms. Demand Destruction: Memory inflation...
Turn AI Into Structured, Actionable Homepage Copy
Most AI homepage copy is just expensive filler. Looks good, says nothing. Tomorrow (Tue Apr 14 @ 10am PT) I’ll show how I use AI the opposite way, to turn positioning into a homepage that has flow, makes sense fast, and...

Stark’s Design Achieves Passive Premium Eco Certification
"designed by BC architects Stark, was created to follow the rigorous Passive Premium environmental standards – a Passive House Institute certification rooted in smart building science for high-quality, eco-friendly results." #passivhaus #passivehouse https://t.co/FQaNq9AsYB https://t.co/CTozp22FYM
ALLO May
Has $ALLO found a niche for allo Car-T at last? It's early days, so the answer is maybe. Via @APEXONCO -> https://t.co/bO3A1hpAY8
Financial Services Face Biggest AI Gains—And Risks
Financial services has the most to gain – and the most to lose – from #AI https://t.co/hwIgXUEg7M #Fintech #Artificialintelligence

AI Founders Reveal Secrets Behind $140M Revenue
$140m revenue going live with 9 founders today they're sharing how they did it all AI focused lmk if you want invite https://t.co/08AhiYBUQR
Anthropic Selects CrowdStrike as Founding AI Security Partner
Why Anthropic chose CrowdStrike as a Founding Member for AI Cybersecurity Protection: Industry Analyst Jeff Kagan https://t.co/RniG3fCreq via @Street_Insider @AnthropicAI @CrowdStrike @nvidia @jeffkagan #jeffkagan #industryanalyst #ictindustryanalyst #ai #aianalyst #aiindustryanalyst #analyst #analystrelations #wirelessanalyst #telecomanalyst #tech #technology #techanalyst #technologyanalyst #pr #publicrelations #pressrelease...
AI Multiplies Human Output; Companies Need 2026 Speed
Companies simply can’t afford to pay a full time salary for 10% of the work. AI helps overclock humans that end up bringing 100x the value. Most ppl are still working at a 2025 pace. Few are at the 2026 pace.

Agent Gateways Soon Essential for Routing, Tracing, Limits
Have you tried an agent gateway yet? You might end up with one sooner than you think. Rate limiting, tracing, model routing, policy management. All matter. From @ngrokHQ: https://t.co/2bf0jsPNuu https://t.co/mEGOf90QVt
Prioritize Rapid Misconfiguration Detection Over Apocalypse Predictions
Dino’s take here is spot on. I’m less concerned of the vulnerability apocalypse that’s being predicted and more concerned on identifying misconfigurations at a much more rapid rate.
Rigorous Trials, Not Hype, Prove Cancer Drug Value
Today's $RVMD study outcome in pancreatic cancer is a good lesson for all the $IBRX @DrPatrick fans. Stop with all the hand-waving "cancer cure" podcasting social media nonsense. Shut up and run well-designed clinical trials with definitive endpoints. If you have...
Essential Redshift‑Azure AD Federation Guide for SSO Errors
I wrote the guide I wish I had: Redshift + Azure AD federation what works what breaks what makes zero sense in the docs if you’ve hit token errors or SSO issues, this is for you ⤵️ ✨
AI for Twitter Launching in Ten Days
Hey, what time is it? 12 11 ^ 1 10 ...

SaaS Valuations Hit Near Historic Lows.
Quality SaaS Stocks Are Trading near All-Time Low Multiples 👇 $NOW -58.6% from ATH Forward PE 20.4x Investing
17 Essential Prompting Lessons for AI‑Driven Business
17 months ago, I realized how important AI would be in my business. Here are 17 lessons you MUST keep in mind while you prompt:

Cambridge Student Housing Construction Begins to Meet Passivhaus Standards
Owlstone Croft: "Morgan Sindall Construction has started construction of student housing at the University of Cambridge, which will be built to Passivhaus standards." #passivhaus #passivehouse https://t.co/qUiokSlgju https://t.co/6SFSNr2WoW

Bunq Wins AI AML Battle, Expands to US
How bunq is reinventing the Neo-banking model for 2026. 🏦✨ Ali Niknam, CEO of bunq, just sat down at Davos to reveal how they became the first profitable EU neo-bank and their bold plan for the US. 💎 Watch the full deep...
Compute Bubble Forecast Proved Wildly Inaccurate
Six months ago, there was a lot of focus on the idea that the there would be a massive glut of unused computing power which would could a recession as AI use plateaued. The "compute bubble" belief was absolutely everywhere. The...
U.S. Sabotages Green Tech, China Set to Dominate
The US is turning it's back on green technology while creating the market for it. This combination is next level sabotage. If the point is to take us out of the next economy, it's working. China’s Electrostate Is Poised to Win...
TSMC Sole Supplier for Google's 2nm; Intel Rivalry Lies Elsewhere
TSMC remains the only one able to fabricate Google's 2nm chips. The Intel/TSMC competition is about the "backend," not the chip itself.

AI Auto-Approves 93% of Prompts, Still Risky
You click "yes" to 93% of Claude Code permission prompts. You stopped reading them after the first 10 minutes. Anthropic built a classifier to click yes for you. It misses 1 in 6 dangerous actions. https://t.co/xQGG3KkBdv
World Models: AI's Next Leap in Understanding Reality
The Next Giant Leap for AI Is Called World Models World models could enable AI to better understand and predict reality — marking a major step forward in intelligent systems. Read more 👉 https://lnkd.in/eX8VHuUs #AI #Innovation #FutureTech #BernardMarr
AI Can Run Workflows, but Accountability Remains Unclear
RT Anthropic reports that AI can now handle "entire implementation workflows." Impressive,but who is accountable for #observability, nonfunctional requirements, #DevSecOps guardrails, and #FinOps #AI @Star_CIO https://t.co/p18hdtdbZn
Diffusion Models Revolutionize Image Restoration Quality
DRCT: Rethinking Image Restoration With Diffusion-Based Reconstruction In this episode of Artificial Intelligence: Papers and Concepts, we explore DRCT, a diffusion-based approach to image restoration that focuses on reconstructing high-quality visuals from degraded inputs. Instead of relying on traditional enhancement techniques,...
CS Must Prioritize Agent Oversight Over Babysitting AI
“Ultimately, AI-enabled system development requires Computer Science to be about agentic oversight and system orchestration.” - Maggie Johnson, head of Google .org The idea that computer science education should become learning how to babysit AI agents sounds extremely short sighted.
TurboQuant Slashes AI Cost, Fuels Rapid Model Iteration
Google DeepMind winning again -- just dropped TurboQuant, reducing AI memory usage by 6x and attention computation by 8x without any accuracy loss. Cheaper AI = more AI experiments = faster iteration = better models = cheaper AI. It's a compounding...
Build an OS, Not Just Another AI Tool
Stop asking “Which AI tool should I use?” Start asking “What OS will run my launches and content on repeat?” For digital‑product solopreneurs, my answer is clear: - Stage‑aware roadmap - Launch dates + revenue targets - Agents that handle social, code, and simple finance I’m...
AI Agents Wipe $2T Off SaaS Valuations
AI agents erased $2 trillion in SaaS market value. The largest single-category valuation correction since cloud repriced on-premise software. And the repricing is not over. Source: https://t.co/KNtNLIRTOQ
Twitter Helped Me Close over $1M in Sales
Crazy what you can do on X. I, for one, have sold over $1MM thanks to Twitter 🙏
AI Powers One-Person Companies, Replacing Whole Teams
The One-Person AI Conglomerate Is Here: Forbes analysis confirms the trend -- AI now enables ultra-lean, one-person companies replacing entire teams. This is the "organizational singularity" playing out in real-time - transforming business structure, efficiency, and taxation norms globally. https://t.co/F9vIxpxyv8