Non-liquid Ideas Only

Maybe time to watch this clip again? 🫠

@akoratana @matei_zaharia @pbailis @rauchg @zoink @drewhouston 100X

Introducing: PlayerZero The world's first Engineering World Model that puts debugging, fixing, and testing your code on autopilot. We've raised $20M from Foundation Capital, @matei_zaharia (Databricks), @pbailis (Workday), @rauchg (Vercel), @zoink (Figma), @drewhouston (Dropbox), and more PlayerZero frees up 30% of your engineering bandwidth by: 1.⁠ ⁠Finding the root cause for bugs & incidents in minutes that engineering teams take days to identify. 2.⁠ ⁠Predicting in minutes, edge case issues that a 300-person QA team would take weeks to find. ------ Here's why this matters: No one in your org has a complete picture of how your production software actually behaves. Support sees tickets. SRE sees infra. Dev sees code. Each team builds their own fragmented view - and none of these systems talk to each other. When something breaks, everyone scrambles to stitch the picture together by hand. PlayerZero connects all of it into a single context graph - → The Slack thread where your lead said "we went with X because Y fell apart in prod last time" → The PR review where an engineer explained the tradeoff → The lifetime history of your CI/CD pipeline, observability stack, incidents, and support tickets So you can trace any problem to its root cause across every silo. And it compounds. Every incident diagnosed teaches the model something new. The longer it runs, the deeper it understands - which code paths are high-risk, which configurations are fragile, which changes tend to break which customer flows. So when you sit down to debug a live issue, you have your entire org's collective reasoning and production memory behind you - instantly. ------ Zuora, Georgia-Pacific, and Nylas have reduced resolution time by 90% and caught 95% of breaking changes and freeing an average of $30M in engineering bandwidth. ------ Our guarantee: If we can't increase your engineering bandwidth by at least 20% within one week, we'll donate $10,000 to an open-source project of your choice. Book a demo - bit.ly/3NlLMeN

Sharp Robotics of Singapore has officially unveiled SharpaWave, an impressively dexterous hand. The 1:1 life-size model boasts 22 degrees of freedom, with over 1,000 tactile sensors per fingertip. It can crack eggs, play the piano, or use scissors, combining strength, speed, and dexterity once thought impossible.

Two underdiscussed possibilities: Augmented reality + generative AGI means people can suddenly do expert-level work they never trained for. Real-time overlays guide you through any task - repairs, construction, technical assembly, complex procedures. Visual guides showing exactly where your hands go, which tool, what sequence. Voice coaching for every step. Everything you already do becomes dramatically more efficient, and things you'd never attempt without years of training become accessible. Capability explosion across every domain. Second: AI integrated into all information systems - browsers, OS, overlaid through AR on the physical world. Real-time fact-checking on everything you see. Claims verified automatically, context provided, manipulation flagged. Truth becomes the default, assuming our AI systems can actually access it.

Latest OpenAI numbers from the FT: 800m users, 5% paying (40m). $13bn in ARR. Implies a $325 annual ARPU, or $27/month per paying user. 70% of rev from subscriptions, rest is API. $8bn loss in H1, prob $20bn run rate loss now? So basically spending $3 for each $1 in revenue.

Global token consumption will increase from 5 Quadrillion per month now to 50 Quadrillion per month by the end of 2026

that's nice

Every week: “scientists cure another disease.” Also every week: my hairline retreats.

@Alisvolatprop12 scientists can cure cancer, sperm problem and reverse aging except hairloss

한 줄 요약 : 무정자증 남성에게 희망

@Alisvolatprop12 감사합니다!

JUST IN: Robinhood CEO Vlad Tenev says tokenization is going to "eat the entire financial system."

Probably the best solution, fire everyone that does not come to the same page soon

The toughest barrier to AI adoption in business isn’t algorithms—it’s alignment. Skill levels vary too widely, making consistent implementation a bigger challenge than the tech itself

@Alisvolatprop12 Alis님, 저도 dm 가능할까요? 감사합니다!

요청이 들어오고, 반응이 있는 분은 발송이 시작되었습니다. DM 발송제한이 걸렸기에, 나머지는 오후 또는 이후에 발송할 예정입니다.

@kevinlu625 I would love to try it Kevin!

@JulianGoldieSEO YES

THIS IS INSANE…🔥 Someone just leaked 1,200+ plug-and-play N8N workflows and it’s breaking the internet 👀 They scraped everything from the official docs, GitHub, AND hidden forums 😮‍💨 ⚡ AI-powered lead gen ⚡ Auto content repurposing ⚡ Sales & CRM automation This vault would cost a lot to build from scratch. LIKE + RETWEET + COMMENT “YES” & I’ll send you the FULL workflow + setup FREE!

@FynCas HOOK

LEAKED: The AI Hook Generator That Replaces Your Creative strategist This is the exact AI agent we use to generate hundreds of high-converting hooks per week. This is what you’ll get: - 100+ hooks instantly generated from your product brief - Built-in swipe file from $100M+ DTC brands - Performance-backed frameworks (PAS, AIDA, problem-solution, scroll-stopper) - Variations for TikTok, Meta, YouTube Shorts, and more - Total Creative Strategy Power: $2K+ value — delivered in seconds. This agent doesn’t just write hooks — it multiplies performance. This AI agent is already being used by: - YC-backed growth teams - 9-figure DTC brands - $200M+ App companies It’s the exact hook system fueling today’s fastest-scaling ads. Comment “HOOK” and I’ll send it to you for FREE. (must be following)

@demirdjiantwins NANO

Nano Banana + Linah AI + n8n is next-level This AI workflow creates TikTok, IG & FB video ads at scale powered by the newest generative video models. No filming. No editors. No expensive UGC creators. Just plug in your products and get viral-ready creatives in minutes. Perfect for e-com brands & agencies who need constant fresh ads to test. Here’s how it works: → Drop product URLs into Airtable → n8n pulls product info + images → Linah AI generates video variations (hooks, demos, product-in-hand shots) → Auto-styles each for different platforms → Airtable logs everything for tracking & iteration Fully automated. Runs 24/7. Costs pennies per ad and you own every asset. Want the full template? Comment “NANO” + like this post and I’ll DM it to you. (must be following)