PSTAKE Research @PstakeResearch
Your data, your models, your rewards. A community-led movement to decentralize AI ownership, attribution & monetization. Onchain Joined June 2025-
Tweets77
-
Followers196
-
Following5
-
Likes68
2026 AI trends are exploding: agentic AI taking over complex workflows, autonomous agents handling decisions, & blockchain enabling verifiable, decentralized AI compute. What are you discovering about AI real world use case? @PstakeResearch
ECOT-Music breakdown! 🧵 Most AI models label emotions in music. ECOT-Music asks a deeper question: 👉 Can AI explain why music feels a certain way? This work introduces structured emotional reasoning for music using LLMs. 🔻🔻🔻 1/6
New paper: Classical-Fidelity–Aware AI Music Generation Classical music exposes audio artifacts hidden in other genres. We propose perceptually guided adaptive computation + classical-aware evaluation metrics to align AI generation with how expert listeners actually hear. Read more: 🔻🔻🔻 medium.com/@pstakeresearc…
pSTAKE began by advancing BTCFi. But the data revealed something bigger. From financial primitives → intelligent systems. From staking mechanics → AI research. Today, pSTAKE has evolved into an AI Research & Development Lab, researching on models that see, listen, and understand. 🔻🔻🔻
1/6🧵 Most AI systems today understand images or text — but not sound. AcoustiLaySPA changes that. It’s a framework that teaches AI to help design rooms with better acoustics: less echo, clearer sound, smarter material placement. 🔻🔻🔻
New Research Drop: Tree-Structured Reasoning for Financial Policy Interpretation This work introduces a method that optimizes reasoning paths, not just outputs combining Tree-of-Thought exploration, structured scoring, and preference-shaped learning to improve policy compliance & safety in financial systems. 📄 Smarter, safer reasoning → better decisions. 🔻🔻🔻 Read More: medium.com/@pstakeresearc…
An insightful AMA with Dr. Shu, diving deep into AcoustiLaySPA; the framework bringing AI reasoning into room-acoustic design. If you’re curious about AI + physics, this one’s a must-watch. Listen here 👇
PSTAKE is in a new era. 🚀 New leadership. New identity. New mission. We’re evolving from a staking protocol into a research-led AI + Web3 lab exploring modular assets, real-world economic systems & next-gen decentralised innovation. Weekly research. Open communication. Community-first. 👉 Read more: medium.com/@pstakeresearc…
AI that listens. AI that learns. AI inspired by sound.
1/ CLIP is one of the most powerful models we have for connecting images ↔ text. But adapting it to new domains (like medical imaging) is tricky, even tiny changes can break its alignment. FlyLoRA-CLIP fixes that. Here’s how. 👇
🎙️ FlyLoRA-CLIP AMA Session 3! We unpacked the newest insights on routing stability, cross-domain merging, and how FlyLoRA is reshaping CLIP adaptation. 👇 This one ties everything together.
AMA on X 🔥 The pSTAKE team will unpack our new institutional liquidity inflow and the roadmap as we evolve into an AI Research Lab. If you want the full picture, don’t miss this. 🗓️ 4th December, 2025. ⏰ 1PM UTC 🔻🔻🔻 Set your reminder: x.com/i/spaces/1BdGY…
🎶 New Research Drop: ECOT-Music We explore how Large Language Models can reason emotionally about music, not just classify it. A 3-layer framework that links: 🔹 Musical structure 🔹 Cognitive appraisal 🔹 Emotion Chain-of-Thought (E-CoT) A step toward interpretable affective AI. 🔽🔽🔽 📄 Read the paper: medium.com/@pstakeresearc…
We’ve been quietly building. Talking with the right partners. Sharpening our direction. Today, we share with the community, PSTAKE has gotten interest of an institutional liquidity to power our evolution into an AI Research Lab focused on real-sector innovation. Real vision attracts real conviction. ✨ 🔻🔻🔻 Read more: medium.com/@pstakeresearc…
🎙️ FlyLoRA-CLIP AMA session is Live! We dove deep into implicit routing, CLIP geometry, domain adaptation, and why FlyLoRA changes everything for medical imaging. 👇 🔁 Watch & share; the insights are worth it.
🥼New research: AcoustiLaySPA a spatial-reasoning framework that brings LLMs, RL, and acoustic simulation together to design better rooms. From coarse planning → RL refinement → physics-aware evaluation. 🎶 📄 Read the paper 👇medium.com/@pstakeresearc…
We’re diving deeper into the AMI Benchmark and the future of AI-driven musical creativity.
New Research Drop: FlyLoRA-CLIP A breakthrough way to adapt CLIP without breaking its geometry. Sparse routing. Patch-specific updates. Medical-grade precision. A smarter path to domain specialization without losing alignment. 🔲 Read the paper 👉medium.com/@pstakeresearc…
Balancer @cryptoseomaster
8K Followers 550 Following I am in the process of adapting to the world! Courage is a virtue! ( Dünyaya uyum sağlama sürecindeyim! Cesaret Erdemdir! ) Partisiz
NoeRV🥦 @NoeRV65853
104 Followers 2K Following
RIMON KHAN @RIMONKHAN226425
0 Followers 5 Following
Giorgi Giorgadze @GiiorgiG
174 Followers 3K Following
SeeSee @JackMarout99593
17 Followers 78 Following
sujan bogati @sujanBogati11
18 Followers 162 Following
ice @iceendlove
231 Followers 3K Following
rebin gardi @Garde97Gardi
12 Followers 103 Following
aaaaa @hamaosman108102
81 Followers 823 Following
gabrielnovak.eth @Gabriel_nvk
555 Followers 1K Following DeFi addicted, building AI and Blockchain through @shipp_it | @base Brazil ambassador | @eth_floripa Organizer | ex @blockful_io co-founder
Whatever_ @EradicatingHatr
723 Followers 1K Following Southern Utah University | USA Community Manager & Builder
⚓ @MARSCATRX
102 Followers 2K Following
Ayub @Ayub3ssr
1 Followers 17 Following
Dian veronika @Dianveroni17152
9 Followers 89 Following
uba aghos @UAghos
2 Followers 24 Following
泉泉 @huangshengquan5
45 Followers 535 Following
Crypteo @crypteo89
4 Followers 37 Following
GGiret - Youho @YouhoGG
12 Followers 102 Following
Salihm Salihm @SalihmSali85094
0 Followers 23 Following
MileStone - SunEcomme... @SunEcommerce168
168 Followers 2K Following Discord: @gem_hunter Fund Management, HODL to the Target. MEOW https://t.co/3AnXLHpMYX https://t.co/pDiL8zLCQi
hai huynh @haihuynh194
6 Followers 88 Following
George Papademetriou @GeorgePapademe3
2 Followers 32 Following
juvenile justice @Youcef1220306
724 Followers 3K Following
Dara⛵ @Daraebony
3K Followers 3K Following Web3 Lover || Crypto Enthusiast || UI/UX designer || Ambassador @xomarket
Mehmet ay @Mehmeta29660438
331 Followers 2K Following
Prissyof_web1 @Prissyof_web1
0 Followers 5 Following
Akese Ransford @AkeseRonzy
60 Followers 180 Following
Atef Drissi @AtefDrissi80511
209 Followers 724 Following
Mãthíàs ⛋ @Mathias_don001
5K Followers 4K Following Web3 Educator | Content Creator | Graphics Designer | Ambassador @UnityNodesIO @Xeffy_io | DM for collabs 📩
PSTAKE @pStakeFinance
57K Followers 350 Following Exploring the frontier of AI & Web3 $pStake https://t.co/Rs9m9CDH2U
Donald J. Trump @realDonaldTrump
111.8M Followers 53 Following 45th & 47th President of the United States of America🇺🇸
Watcher.Guru @WatcherGuru
4.6M Followers 3 Following Watcher Guru gives you unparalleled, unbiased coverage of all-things crypto & finance in real-time | Posts Are Not Financial Advice | @BTCPrice
Michael Saylor @saylor
5.2M Followers 809 Following Bitcoin is https://t.co/KbbYe74DgB | $BTC Hodler | @Strategy Founder & Chairman | bio https://t.co/9Zlq0oHYnP | free education https://t.co/4L1s0ix7FE | $MSTR $STRC
Bitcoin Magazine @BitcoinMagazine
4.4M Followers 1K Following The Most Trusted Voice In #Bitcoin 🟠 • Find us https://t.co/X4mXn4g3OoYou might like
