. @jinhan8 / Bluwhale has been recognized as a Silver Winner at the 2026 Globee® Awards for Artificial Intelligence 🏆 Awarded in the “AI Data Privacy Advocacy Achievement” category for work around AI, privacy, and bringing Zero Knowledge Proofs into financial systems ⚔️🤖 As AI agents become more autonomous, privacy and trusted financial infrastructure matter more than ever. More to come 👀 👇

WorldSkills South Africa Team visited Sandu University Junhai Campus for a One School One Member Programme #WorldSkillsShanghai2026# #SkillsChangesLives# #WorldSkills2026#

Something big is coming to Bluwhale 👀 Join us live in 1 hour on Discord with @jinhan8 🚀 We’ll be talking about: • New Dashboard • Upcoming Campaigns • Airdrop Updates • Future Plans & More ⏰ 1:30 PM UTC 🎁 Live giveaways included Join us live 👇

Yesterday we closed out @Dreamforce day 1 with our CX Leaders Lounge at Harlan Records. Brian Donohue, our VP of Product, and Junan Pang, our SVP of Solutions, Deployment and Success, hosted the fireside chat on AI transformation in CX, alongside special guest Assaf Barnir, Head of Global Support at @Sentry. Two key takeaways from their discussion: 1. AI can already do more than most companies are set up to use. What slows teams down is that people have to change the way they work. And change is uncomfortable. 2. CX teams aren't shrinking, but their work is changing. Headcount is flattening, and jobs are getting harder and a lot more interesting. Assaf shared that when Sentry gave their frontline support to Fin, the team stopped playing defense and started shipping fixes in the codebase instead. Brian's top advice for navigating the transition was: whatever ceiling you think you've hit with AI, it's probably one you made up. If you’re a CX leader at Dreamforce, drop by booth #101# tomorrow to chat about AI transformation.

NEW RESEARCH: Robot hands can now spin pens! This project involves @Ying_yyyyyyyy, @HaozhiQ, @Junwang_048, @JitendraMalikCV, and others A four-fingered Allegro Hand (16 DoF) learnt to spin pen-like objects in-hand for continuous revolutions, deployed on proprioception alone (a 30-step window of joint positions and previous targets, no vision, no touch). The recipe is three stages: 1. An oracle RL policy is trained in sim with privileged information. 2. Rolled out in sim and its action sequences are replayed open-loop on the real hand to harvest the ones that happen to work. 3. A proprioceptive student, behavior-cloned from the oracle in sim, is then fine-tuned on those real successes. It exists because the group's usual teacher-student distillation (DAgger) fails on this task, and because direct sim-to-real fails outright. From UC San Diego, CMU and UC Berkeley (Jun Wang, Ying Yuan, Haichuan Che, Haozhi Qi, Yi Ma, Jitendra Malik, Xiaolong Wang). A proprioception-only policy cannot even converge in simulation (it drops the pen in the first few steps); a vision/tactile policy learns fine in sim but the real pen oscillates so much that the image distribution shifts and it collapses to 90 degrees then drops (rotation pinned at 1.57 rad, 0 percent success on 7 of 10 objects). So vision and touch were dropped not as useless but because their sim-to-real gap is larger than proprioception's, while proprioception alone is too weak to learn the skill. Replaying the oracle's action sequence open-loop never needs a sensorimotor policy to survive transfer! More real demonstrations overfit rather than generalize. Going from 45 to 75 demos without sim pretraining lifts a training object (A: 53.7 to 76.7 percent) but barely moves or even hurts unseen objects (F: 16.4 to 15.0). Sim pretraining buys the generalization that raw real demos cannot. The entire real-world dataset is 45 trajectories (15 each on 3 objects, "fewer than 50"), and they were harvested for free. The oracle is replayed open-loop on the real hand and a trial is kept only if the object rotates more than a full revolution; no teleoperation, no human demos. Sim is cheap too: the oracle is 500M steps, under a day on one GPU. A dynamic, contact-rich skill bootstrapped from under 50 real rollouts. The sharpest stated lesson is that the pure physics gap survives even after you remove vision and touch, and domain randomization alone cannot bridge it. Pen spinning is dynamic and contact-rich enough to break the randomize-and-transfer playbook that carried this group's own earlier cube and sphere rotation work (the Hora lineage). The takeaway is that for these tasks the sim-to-real burden has to move off the fragile learned policy and onto a robust open-loop action replay. Also worth mentioning imho: the control frequency is not high enough to catch a fast-falling pen, and the shifting center of mass destabilizes the grasp.

🌟 HashKey Exchange Earn Channel offers earn products and services across different asset classes. 💵 Money Market Funds - BUSD/BHKD: Bosera USD/HKD Money Market ETF - GFUSD: GF USD Money Market Fund - GUSDT/GHKDT: Guotai Junan USD/HKD Money Market Fund 📄 Fixed Income - STBL (PI Only): Short-Term Asset-Backed Liquidity Note Token - OUSG (PI Only): Ondo Short-Term U.S. Treasuries Fund - ACRED (PI Only): Securitize Tokenized Apollo Diversified Credit Fund 🌟 Gold: HSGLD, Hang Seng Gold ETF (Tokenised Unlisted Class) ⛏️ Staking: $ETH Staking (Ethereum) Check out the details 👉 *Terms and conditions apply. Virtual asset trading involves risks. *It does not constitute, nor should be interpreted as, any form of solicitation, offer or recommendation of any product or service.

🌟 HashKey Exchange Earn Channel now offers 9 earn products and services across different asset classes! 💵 Money Market Funds - BUSD/BHKD: Bosera USD/HKD Money Market ETF - GFUSD: GF USD Money Market Fund - GUSDT/GHKDT: Guotai Junan USD/HKD Money Market Fund 📄 Fixed Income - STBL (PI Only): Short-Term Asset-Backed Liquidity Note Token - OUSG (PI Only): Ondo Short-Term U.S. Treasuries Fund 🌟 Gold: HSGLD, Hang Seng Gold ETF (Tokenised Unlisted Class) ⛏️ Staking: $ETH Staking (Ethereum) Check out the details 👉 *Terms and conditions apply. Virtual asset trading involves risks. *It does not constitute, nor should be interpreted as, any form of solicitation, offer or recommendation of any product or service.

🌟 HashKey Exchange Earn Channel now offers 8 earn products and services across different asset classes! 💵 RWA Earn: - BUSD/BHKD: Bosera USD/HKD Money Market ETF - STBL (PI Only): Short-Term Asset-Backed Liquidity Note Token - GFUSD: GF USD Money Market Fund - GUSDT/GHKDT: Guotai Junan USD/HKD Money Market Fund 🌟 Gold: HSGLD, Hang Seng Gold ETF (Tokenised Unlisted Class) ⛏️ Staking: $ETH Staking (Ethereum) Check out the details 👉 *Terms and conditions apply. Virtual asset trading involves risks. *It does not constitute, nor should be interpreted as, any form of solicitation, offer or recommendation of any product or service.

🚨 BluwhaleAI Social Contest — May Edition 🚨 Create: 🧠 AI insights 🧵 X threads 🎥 Videos 😂 Memes 📊 Ecosystem content & more 🌊🤖 How to participate: • Join Discord: • Post on X using #BluwhaleAISocialContestMay# and tag @BluwhaleAI @Jinhan8 @mrcooliemoolie • Submit your entry through Discord ⚠️ Only Discord members + submitted entries will be counted. 🎁 Rewards may be adjusted based on participation and overall activity. Let’s make May even bigger 👀