Meet the man behind Perle Labs - @AhmedZRashad I made this handmade art to show respect to the person who started it all. Ahmed Rashad is not just a founder. He is someone who has already built and operated systems at a very serious scale before starting Perle. He worked at

Companies fine-tuning on 200 examples expecting magic. Need 5-10K minimum for real specialization. Less = memorization, not learning. Basic ML forgotten.

Note :- I think due to some technical issue my video is not uploaded in post Yesterday. Here is the video.

Day -6 of learning @PerleLabs in 5 Seconds. Most AI projects talk about scale. Perle talks about accuracy. And honestly, in high-stakes AI, accuracy matters more than scale.

Institutional Onchain: Stablecoins, RWAs & AI Exciting one today. @rthurding, our CCO will be joining the AI in Institutional Markets panel alongside: @Henryleemr Ecosystem Product Lead, @GoKiteAI @daosasha Head of BD, @1inch @BrianNovell Head of BD, @lagrangedev @sina_builds

New York! We’re running it back. We couldn't be more excited to be co-organizing a Valentine’s Day Hackathon alongside @AnthropicAI, @elevenlabsio, @Lovable, and more. This is @Iterate’s first hackathon of the year with the Columbia CBS AI Club, and it’s going to be a big one.

Perle Human CAPTCHA #3 📷 One of these images of fruit is a real photograph, one was generated by AI. Which one is real? Reply "left" or "right" and why 👇 You have until Sat, Feb 14th at 11:59pm UTC. This week's answers will be revealed on Sunday.

Day -5 of learning @PerleLabs in 5 Seconds. High stakes AI needs high quality human data.

RealFi News This Week: 🧵 This week shows RealFi maturing on multiple fronts: stablecoins scaling globally, AI reshaping trust assumptions, and regulation inching toward clarity

🔥Build and Scale in 2026 🌟@ChainCatcher_ & @RootDataCrypto & @alibaba_cloud 联合主办，汇聚全球顶级项目方、机构投资人、核心开发者与意见领袖，深度拆解2026增长策略、市场新机遇与规模化路径。 🏖️2月10日在 #香港 加入这场令人兴奋的 Web3 盛会，不见不散！！！

Proof of AI - Builder & Influencer Night @ Consensus Hong Kong presents: 🧠 Panel: Building the Agentic Internet: From Data to Infrastructure What happens when data platforms, AI infrastructure, and autonomous agents converge? The foundation of the agentic future is being built

Day-4 of learning @PerleLabs in 5 Seconds. Perle focuses on expert validated work, not random crowds.

The narrative is shifting. The U.S. Department of Treasury just made something very clear: “Crypto is not a threat to the dollar. Digital assets are one of the most important phenomena in the world right now.” This is not just a statement. This is policy tone changing. Let’s

👁️‍🗨️ @zeroshadow_io providing critical Web3 intelligence and incident response for Pharos ZeroShadow's specialized Web3 intelligence capabilities enhance Pharos' security posture with advanced threat detection. Their incident response expertise ensures rapid mitigation of

Here are the results for this week's Human CAPTCHA challenge: Round 1: Human Round 2: AI How many did you get right? New and more difficult questions will be launching next week so check back to submit your guesses!

Strong point. This is exactly why Perle Labs feels different. No research theater. No hype loop. Just real experiments, real feedback, real iteration. If it adds value to users, it stays. If not, it’s removed. AI should not exist to impress. It should exist to solve. That’s

Day-3 of learning @PerleLabs in 5 seconds. This is not data labeling. This is data quality assurance.

POW-

Most people think AI learns on its own. That’s not fully true. AI is powerful, but without humans, it gets confused. It guesses. It assumes. Sometimes it gets things completely wrong. That’s where Perle exists. @PerleLabs is built on a simple truth: AI doesn’t need more data.

POW-

👀Another Sunday With @pharos_network. A lot of people keep asking one thing: When TGE? So I made this small hand-made art for the Pharos community. Not a date. Not a promise. Just a reminder — it’s getting closer. Building takes time. Strong foundations matter more than fast