Bill Tai

🎬 Sneak peek from "Future Caribbean Day 2 Live Event in Barbados" with @FutureCaribb 🍿 Watch the full replay on TapIn: tapin.io/s/0yqE ##FutureCaribbean ##AgenticAI ##Innovation ##TechCommunity ##Web3 ##BlueEconomy ##OpenSource ##AI ##CaribbeanTech ##ClawCamp

@stevejang @yasir_fission @AaloAtomics Rad! ☢️

@yasir_fission @AaloAtomics 👏🏽👏🏽👏🏽

A few numbers from the last eight months at Aalo: Building: 36 days. Reactor assembled: 28 days. 540 fuel rods loaded: under 2.5 days. Construction to criticality: under 8 months. Founding to fission: under 3 years. And nobody got hurt and nothing broke. Fast and safe are not opposites.

@RomzyUnited class act. class team. great culture being set by @Erling

🚨 Erling Haaland refuses to throw Sørloth under the bus after Norway's defeat to England. 🇳🇴 🗣️ Erling Haaland: Alexander Sørloth is a great player and, more importantly, a very good friend of mine. Football is a game of decisions, and sometimes you make the right one, sometimes you don't. People watching from home have time to slow everything down and analyse every angle, but on the pitch you have a split second to make a decision. That's football. I'll never blame him for that moment because we've all been in those situations. Every player has made a decision they wish they could take back. I'm proud of what we've achieved as a team. Reaching the World Cup quarter-finals was something very few people believed we could do before the tournament started. We gave our country something to be proud of. We fought for every badge, every shirt and every supporter who believed in us. Losing to England wasn't because of one pass or one missed opportunity. We created chances throughout the game. We had moments where we could have scored, and they had moments where they punished us. That's football. Sometimes you win, sometimes you lose, but you never point fingers at one teammate. We win together, and we lose together. I'll always stand by Alexander, just as I know he'd stand by me. That's what being teammates is all about. We leave this tournament disappointed, but also proud. This is only the beginning for Norway, and we'll come back stronger.

@FutureCaribb , brought to you by @ACTAIglobal is making waves! Economic Empowerment is the tip of the spear - it's being accelerated by Agentic AI, all around the world. finance.yahoo.com/technology/ai/… @IDB_Lab @aiifyio @LilyDash

@Rick_Zullo @AlexPallNY Agree. @AlexPallNY is a class act

Regardless of where you stand on Phia, this is a must read response by @AlexPallNY. The court of public opinion is quick to tear down high profile builders and Alex is building something real with Mantis. He’s one of the most sincere VCs I know and is being unjustly targeted in all of this because of his success. His response below shows his professionalism and maturity. Time will tell whether Phia did anything wrong here, but Alex/mantis certainly didn’t. Also, I agree with Alex that the broader community should be more empathetic, rather than breaking out the pitch forks before anything is known and spewing toxicity on topics they don’t understand. There are better ways to get clicks than bullying from the safety of your cell phone.

Hop on @tapin_io to join the @FutureCaribb community for a free in person & livestream workshop on this global agentic buildathon! 🌴 👉 tapin.io/s/0xjI

Free Live This Weekend: clawcamp.us/event/260710_c… 1) Learn From the Builder Community at @FutureCaribb 2) Learn how to set up your own agents with CLAW CAMP (@aiifyio) ACTAI Advisors / @ACTAIglobal @IDB_Lab @aiifyio /CLAW CAMP @tapin_io @LilyDash

@KongBTC @amandaterry @openclaw @FutureCaribb @the_IDB @miaamormottley @KiteVC @ACTAIVentures @OnChainMonkey @ThePointsDai @markcastleman @bjbaumann2014 @PoweredbyOWC @dmzhq Hi! Thank you I’m here you can message me or join our community on WhatsApp, discord or tapin. We have a big live stream on tapin tomorrow from 10 am to 5pm. All details on futurecaribbean.com

@StockSavvyShay @fiscal_ai If you’re curious what this looks like physically: instagram.com/reel/DV_nr57Er…

Wolfe Research believes $MU DRAM gross margins currently exceed 90%. That matters because AI servers pull DRAM from two layers with HBM stacked on the GPU and high capacity DRAM feeding the whole node. That gives demand two independent legs making this upcycle look more structural than the usual memory spike.

💾 HBM4 Contract Prices: A Major Hike Is Coming With 2027 HBM4 talks underway, TrendForce expects substantial price hikes to reflect supply-demand imbalance and rising next-gen costs. Demand from next-gen GPU platforms and AI ASICs, with growing die sizes, will aggravate the capacity squeeze. Understand where HBM pricing heads 👉 buff.ly/T0obi0x Explore HBM5 & next-gen memory 📖 buff.ly/xaOgtIQ #TrendForce #SelectedTopics

📈 3Q26 #DRAM and #NAND Flash contract prices are expected to continue rising, although weaker consumer demand and a higher comparison base should moderate gains.💡#TrendForce on memory pricing trends: buff.ly/1KorM47 🔗

📢 Future Caribbean X ClawCamp.us with @FutureCaribb going live on TapIn: Jul 11 @ 11:00 AM EDT 🗓️ Save your spot here: tapin.io/s/0who

YUP. Currently no end to the supply vs demand imbalance in sight for either category of memory. That will change at some point so the question is “what’s priced in relative to reality?” Key variable is w/n the demand side changes or not due to efficiencies or other shortages (energy) limiting deployment. While capacity on the supply side will build and increase substantially; that probably can’t hit in volume til 2Q 2027 <—> 1Q 2028. IF (it’s always an “if”) that is the case; AND IF the upward slope of demand does not decelerate; prices will have positive bias for another 9-12 months before flattening. If demand accelerates.. there won’t be enough capacity for several years. That scenario (a point / static picture in a dynamic, rapidly changing environment) would suggest equity prices for this category (memory stocks) are stable / positive bias through year end. But who really knows?!?? 😊

California’s Property Seizure Act - called “The Billionaire Tax” to fool voters is now on the ballot. @HooverInst has a short 4min video breaking it down. youtu.be/x6k4W5Qzg8U?is… You should vote for this if you are comfortable handing over 5%, in cash, of all your tangible and intangible property every year. You should vote no if you don’t want to do that. If it passes, the remaining Billionaires will sue. This will take a decade to meander through the courts and will find its way to the Supreme Court where the odds it survives are low. But in that intervening decade, far fewer business builders will want to bet on California and will focus on building in other states. This will drive a large loss of revenue that will make California’s budget hole even worse. The only solution there is more borrowing and higher taxes on EVERYONE including those that voted NO. This will particularly impact the middle class who are Californias largest revenue source. The only path out of an avoidable budget spiral is a hard landing and structural reset. Sadly, a hard landing will mean a near-miss with California bankruptcy and, more punitively, a reset/retrade of state pensions with California lenders to not come collect. If you aren’t sure or don’t believe me, vote YES and bookmark this post. A decade from now you can tell me I was wrong or give me the opportunity to lord over your stupidity, jealousy and gullibility for voting YES when I am proven right.

Stirling-PDF is a strong, privacy-focused open-source toolkit that handles the most common PDF jobs extremely well: merge/split/reorder, compress, convert, OCR, redact, watermark, password protection, and basic signing. It runs locally via Docker or its new desktop apps (Windows/Mac/Linux since v2.0), with no data leaving your machine — a big advantage over online tools or Adobe's cloud features. It has 81k+ GitHub stars and is genuinely popular for batch work and automation via its API. Adobe Acrobat Pro remains better for precise text/layout editing, complex forms, professional print production, and polished workflows. Stirling's text editing is newer and not yet at Acrobat's maturity. For most people dealing with sensitive docs or repetitive tasks, Stirling is excellent and saves serious money. Power users who need deep editing will still prefer (or combine with) Acrobat. The original post is accurate on the core strengths.

What will AI Agents built on @openclaw , @claudeai , @MiniMax_AI , or other platforms bring? SUPERSCALING products and services... These nations are willing to deploy your products - BRING THEM ON! "Agentic AI is creating the biggest wave of opportunity we’ve seen in decades, giving small teams a level of leverage that was previously unimaginable. The @FutureCaribb ean Buildathon is placing the region directly in the path of that wave by connecting innovators, governments, investors, and global partners to build solutions that matter." barbadostoday.bb/2026/06/15/fut…

.@openclaw has become one of the fastest-growing developer ecosystems in the world!🦞 Excited to see the launch of the @FutureCaribb Worldwide Buildathon, led by @LilyDash, announced at @the_IDB annual meeting hosted by Prime Minister @miaamormottley in Barbados. 🇧🇧 Open call for builders to use agentic AI to create solutions that drive economic development, modernize government services, and unlock productivity across industries.🎉 Winners receive cash prizes, a live @NYSE pitch opportunity, GPU credits, deployment support, and more! Organizers are also seeking judges, mentors, sponsors, and ecosystem partners. 🏆🙌 Applications due July 3. 🌎👇

This is a great perspective, if it plays out. I suppose the naysayer's will chime in "but the earnings are cyclical" , expecting the earnings of the big 6 to later surpass the memory companies in a few years. Hard to know how things will play out of course, given the continuing growth in demand for memory with each generation of GPU and CPU, and constrained supply, gated by the pace of availability of chip fab equipment and size of capital commitment needed to increase supply. The magnitude of 'earnings power' of the memory companies today is mind blowing. (full discloseure; I've been long $MU for some time now)

@matthew_sigel @StephanieKelton The pay 💰 might be too good in the gulag to just quit for many that have high fixed cost lifestyles..

@StephanieKelton Have you ever heard of quitting a job you don't like

“It's literally the gulag,” one of the employees claims. “You have zero purpose in life all of a sudden, you barely interact with anyone, you just have these tasks every week." Another employee describes some of the tasks—generating puzzles to test how reliably AI models from Meta and other companies can solve them—as easy compared to the software development work they had been doing previously. But the new projects feel menial, and “almost all” employees seem unhappy, they say. “Most people find the work soul-crushing,” the third employee says. wired.com/story/mark-zuc…