⏰ 1 HOUR TO GO!
Join our AMA with @solayer_labs & @pStakeFinance as we dive into Decoding the Future of Value Creation in Onchain Economics.
🗓️ Today, Oct 2
🕔 5 PM UTC
🎙️ Guests: @0x_maximu & @gt_sby
Don’t miss it 👉 https://x.com/i/spaces/1LyxBXZPlyMGN
Join our AMA with @solayer_labs & @pStakeFinance as we dive into Decoding the Future of Value Creation in Onchain Economics.
🗓️ Today, Oct 2
🕔 5 PM UTC
🎙️ Guests: @0x_maximu & @gt_sby
Don’t miss it 👉 https://x.com/i/spaces/1LyxBXZPlyMGN
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AI x Decentralization: Driving the Future of Global Economies.🌕
From smarter supply chains to transparent marketplaces see how AI and blockchain are redefining trust, coordination, and scale.
💡 A new vision powered by
@pStakeFinance
x: https://x.com/pStakeFinance/status/1975065733349728470
From smarter supply chains to transparent marketplaces see how AI and blockchain are redefining trust, coordination, and scale.
💡 A new vision powered by
@pStakeFinance
x: https://x.com/pStakeFinance/status/1975065733349728470
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AMA session with Dr. Shu {Head of Research @PstakeResearch}
Dive into Beyond the Black Box; how RAG + LLMs are transforming clinical intelligence, transparency, and medical decision-making.
🧠 Watch the full conversation on the latest paper released-> Beyond the Black Box
Dive into Beyond the Black Box; how RAG + LLMs are transforming clinical intelligence, transparency, and medical decision-making.
🧠 Watch the full conversation on the latest paper released-> Beyond the Black Box
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New research paper release 📢:
Your AI shouldn’t just copy your words it should think in your rhythm.
Research on StyleLens, from the pSTAKE Research team: A New Way to Shape How AI Writes
🧠 Read the short paper 👇
https://medium.com/@pstakeresearch/stylelens-a-new-way-to-shape-how-ai-writes-6ed3e76ee7cf
Your AI shouldn’t just copy your words it should think in your rhythm.
Research on StyleLens, from the pSTAKE Research team: A New Way to Shape How AI Writes
🧠 Read the short paper 👇
https://medium.com/@pstakeresearch/stylelens-a-new-way-to-shape-how-ai-writes-6ed3e76ee7cf
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Final Update: Liquid Staking Deprecation
Over the past year, pSTAKE has been progressively winding down its legacy liquid staking products across Bitcoin, Ethereum, BNB, and Cosmos as part of a broader ecosystem consolidation.
We’ve extended the deprecation support period until 31 December 2025 ⏳ This is the final reminder for all users to withdraw, migrate, or claim their assets before hosted interfaces and infrastructure are taken offline.
👉 Full details: https://blog.pstake.finance/2025/10/13/final-update-liquid-staking-deprecation/
👉 All deprecations in one place: https://deprecation.pstake.finance
Highlights:
- ERC20 (stkATOM/pATOM, stkXPRT/pXPRT): Migration UI will shut down after Dec 31.
- Cosmos & BNB: Contracts remain active, but UIs will be removed.
- Bitcoin: Fully deprecated — only Babylon reward claims remain available.
For support: @pstakefinancechat
Over the past year, pSTAKE has been progressively winding down its legacy liquid staking products across Bitcoin, Ethereum, BNB, and Cosmos as part of a broader ecosystem consolidation.
We’ve extended the deprecation support period until 31 December 2025 ⏳ This is the final reminder for all users to withdraw, migrate, or claim their assets before hosted interfaces and infrastructure are taken offline.
👉 Full details: https://blog.pstake.finance/2025/10/13/final-update-liquid-staking-deprecation/
👉 All deprecations in one place: https://deprecation.pstake.finance
Highlights:
- ERC20 (stkATOM/pATOM, stkXPRT/pXPRT): Migration UI will shut down after Dec 31.
- Cosmos & BNB: Contracts remain active, but UIs will be removed.
- Bitcoin: Fully deprecated — only Babylon reward claims remain available.
For support: @pstakefinancechat
pSTAKE - Unlocking Liquidity for Staked Assets
Final Update: Liquid Staking Deprecation - pSTAKE
Over the past year, pSTAKE has been progressively winding down its legacy liquid staking products across Bitcoin, Ethereum, BNB, and Cosmos chains as part of a broader consolidation of the ecosystem. We’re deeply grateful to everyone who participated in these…
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From Sutton’s warning to trustworthy reasoning:
LLMs can imitate intelligence but not verify it.
Introducing The TRUST Loop — a framework for verifiable reasoning that blends deterministic tools, self-correction, and feedback to close the reliability gap.
Read the paper 👇
https://medium.com/@pstakeresearch/from-suttons-warning-to-trustworthy-reasoning-a-framework-for-verifiable-llms-fc9a4da92833
LLMs can imitate intelligence but not verify it.
Introducing The TRUST Loop — a framework for verifiable reasoning that blends deterministic tools, self-correction, and feedback to close the reliability gap.
Read the paper 👇
https://medium.com/@pstakeresearch/from-suttons-warning-to-trustworthy-reasoning-a-framework-for-verifiable-llms-fc9a4da92833
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stkBNB Deprecation – Final Reminder
pSTAKE continues winding down its legacy liquid staking products. This update focuses on stkBNB, which still holds some liquidity across DeFi. 👇
Unstaking Reminder
You can still unstake stkBNB and instantly redeem BNB — no cooldown period.
All funds are already held on-chain.
👉 https://deprecation.pstake.finance/bnb
DeFi Liquidity
~45 stkBNB (~200 WBNB paired) remains in dormant pools on:
• PancakeSwap (V2, V3 & StableSwap)
• Wombat Exchange
• Thena (Algebra & Bribe)
• Venus
• Dibis, DSG, Compound, V-Treasury
If you hold LP tokens or stkBNB assets on these platforms, please withdraw and redeem before the deadline.
⏳ Deadline: 31 Dec 2025
After this date:
• pSTAKE UIs and backend for stkBNB may go offline.
• On-chain unstaking will remain possible but without UI support.
• Liquidity left in DeFi pools may become illiquid.
Thank you to everyone who supported stkBNB since launch. 💛
🔗 Full details → blog.pstake.finance/2025/10/23/stkbnb-deprecation-final-reminder
pSTAKE continues winding down its legacy liquid staking products. This update focuses on stkBNB, which still holds some liquidity across DeFi. 👇
Unstaking Reminder
You can still unstake stkBNB and instantly redeem BNB — no cooldown period.
All funds are already held on-chain.
👉 https://deprecation.pstake.finance/bnb
DeFi Liquidity
~45 stkBNB (~200 WBNB paired) remains in dormant pools on:
• PancakeSwap (V2, V3 & StableSwap)
• Wombat Exchange
• Thena (Algebra & Bribe)
• Venus
• Dibis, DSG, Compound, V-Treasury
If you hold LP tokens or stkBNB assets on these platforms, please withdraw and redeem before the deadline.
⏳ Deadline: 31 Dec 2025
After this date:
• pSTAKE UIs and backend for stkBNB may go offline.
• On-chain unstaking will remain possible but without UI support.
• Liquidity left in DeFi pools may become illiquid.
Thank you to everyone who supported stkBNB since launch. 💛
🔗 Full details → blog.pstake.finance/2025/10/23/stkbnb-deprecation-final-reminder
deprecation.pstake.finance
pSTAKE | Liquid Staking
Unlocking Liquidity for Staked Assets
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🎧 When AI starts listening back...
Dr. Shu (Head of Research @PstakeResearch ) speaks on the future of explainable AI in music mastering; where algorithms meet artistry.
🎙️ Don’t miss this one !Watch!
Dr. Shu (Head of Research @PstakeResearch ) speaks on the future of explainable AI in music mastering; where algorithms meet artistry.
🎙️ Don’t miss this one !Watch!
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🎵 Introducing DeepMusic-OCR
a new model that reads sheet music as efficiently as text, converting scores into symbolic formats like MusicXML & MIDI.
Built on the architecture of DeepSeek-OCR, it tackles the 2D language of music with smarter vision+language tech.
Check out the full paper! ➜ https://medium.com/@pstakeresearch/deepmusic-ocr-adapting-deepseek-ocr-for-intelligent-music-reading-fe4639ba5e11
a new model that reads sheet music as efficiently as text, converting scores into symbolic formats like MusicXML & MIDI.
Built on the architecture of DeepSeek-OCR, it tackles the 2D language of music with smarter vision+language tech.
Check out the full paper! ➜ https://medium.com/@pstakeresearch/deepmusic-ocr-adapting-deepseek-ocr-for-intelligent-music-reading-fe4639ba5e11
Medium
DeepMusic-OCR: Adapting DeepSeek-OCR for Intelligent Music Reading
1. Introduction
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ERC-20 stkATOM Deprecation - Final Reminder
As part of pSTAKE’s ecosystem consolidation, the ERC-20 stkATOM token is being fully deprecated.
All holders must migrate their stkATOM (ERC-20) to the Persistence Chain before 31 December 2025 to redeem for ATOM.
👉 Migrate now: https://app.pstake.finance/erc20
Read full details: https://blog.pstake.finance/2025/11/06/final-reminder-erc-20-stkatom-deprecation/
After this date, ERC-20 stkATOM will no longer be redeemable. Please complete your migration as soon as possible.
As part of pSTAKE’s ecosystem consolidation, the ERC-20 stkATOM token is being fully deprecated.
All holders must migrate their stkATOM (ERC-20) to the Persistence Chain before 31 December 2025 to redeem for ATOM.
👉 Migrate now: https://app.pstake.finance/erc20
Read full details: https://blog.pstake.finance/2025/11/06/final-reminder-erc-20-stkatom-deprecation/
After this date, ERC-20 stkATOM will no longer be redeemable. Please complete your migration as soon as possible.
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AMA with Dr. Shu
We’re breaking down:
• How tone detection affects market sentiment.
• Why RAG changes financial prediction.
• Where AIAP adds human alignment.
We’re breaking down:
• How tone detection affects market sentiment.
• Why RAG changes financial prediction.
• Where AIAP adds human alignment.
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Something new is forming.
Born from research.
The evolution of pSTAKE starts now.
Born from research.
The evolution of pSTAKE starts now.
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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. ✨
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Read more: https://medium.com/@pstakeresearch/pstake-to-secure-new-institutional-liquidity-injection-as-it-evolves-into-a-full-ai-research-65cd213a0f56
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: https://medium.com/@pstakeresearch/pstake-to-secure-new-institutional-liquidity-injection-as-it-evolves-into-a-full-ai-research-65cd213a0f56
Medium
PSTAKE to Secure New Institutional Liquidity Injection as It Evolves Into a Full AI Research & Development Lab
PSTAKE has taken a major step forward in its renewed mission after confirming a fresh inflow of liquidity from an institutional partner…
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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: https://x.com/i/spaces/1BdGYZRYjAlJX
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: https://x.com/i/spaces/1BdGYZRYjAlJX
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🔥 LIVE NOW!
The pSTAKE AMA has officially started!
Come hear the team discuss our new institutional liquidity, AI research direction, and what’s next for the ecosystem.
Jump in: https://twitter.com/i/spaces/1BdGYZRYjAlJX
The pSTAKE AMA has officially started!
Come hear the team discuss our new institutional liquidity, AI research direction, and what’s next for the ecosystem.
Jump in: https://twitter.com/i/spaces/1BdGYZRYjAlJX
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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: https://medium.com/@pstakeresearch/pstake-enters-a-new-era-leadership-transition-brand-upgrade-the-road-ahead-d2e1cad68c5f
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: https://medium.com/@pstakeresearch/pstake-enters-a-new-era-leadership-transition-brand-upgrade-the-road-ahead-d2e1cad68c5f
Medium
PSTAKE Enters a New Era: Leadership Transition, Brand Upgrade & The Road Ahead
PSTAKE is officially entering a new chapter, one defined by renewed vision, strengthened leadership, and a deeper commitment to research at…
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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.
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Read More: https://medium.com/@pstakeresearch/tree-structured-reasoning-optimization-for-policy-interpretation-in-financial-systems-6142cdf9d79c
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: https://medium.com/@pstakeresearch/tree-structured-reasoning-optimization-for-policy-interpretation-in-financial-systems-6142cdf9d79c
Medium
Tree-Structured Reasoning Optimization for Policy Interpretation in Financial Systems
1 Introduction
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🚀 We’re LIVE!
Join us right now for our deep-dive AMA with Gatsby & the pSTAKE team.
We’re unpacking our new direction, research focus, and what this evolution means for the community happening live as we speak.
🔻🔻🔻
Join the Space → https://x.com/i/spaces/1lDxLBMZyNaGm
Join us right now for our deep-dive AMA with Gatsby & the pSTAKE team.
We’re unpacking our new direction, research focus, and what this evolution means for the community happening live as we speak.
🔻🔻🔻
Join the Space → https://x.com/i/spaces/1lDxLBMZyNaGm
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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.
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.
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