Available now! Telegram Research 2025 — the year's key insights 
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Channel Posts
| 2 | https://www.linkedin.com/feed/update/urn:li:activity:7464946876484702211 | 868 |
| 3 | 🗳 New Governance Phases: HMT Burn Mechanism ⚡️
🤩 Starts approximately June 5, 2026 at 11:01 AM GMT+3
📌 Phase 1: Immediate Burn
Up to 500M HMT (50% of 1B total allocation) will be permanently burned by sending tokens to the burn address (0x000...dEaD). This reduces supply immediately. The transaction will be published publicly once confirmed.
📌 Phase 2: Protocol Burn Mechanism
Up to 250M HMT will be allocated for ongoing burns tied to protocol usage. This includes a proposed 5% burn on every reward payout. Burns will be fully driven by on-chain activity, with no manual control, and a public dashboard will track all burn metrics.
Both proposals aim to introduce immediate supply reduction and long-term deflation aligned with network activity.
🗳 Vote here:
https://governance.humanprotocol.org/#/proposal/106464103654835892069515278886570111035530905271008925813506944323969508039151
🔗read more at: https://www.linkedin.com/posts/ansaqibdar_humanprotocol-hmt-governance-share-7468243416729157632-IGsU/?utm_source=social_share_send&utm_medium=ios_app&rcm=ACoAABAPjcABaqYNGuLbHwkVHQYK55KLWiYIntg&utm_campaign=copy_link
❤️&Rt:
https://x.com/i/status/2062601144615235787 | 1 122 |
| 4 | https://x.com/i/status/2059187593003290978 | 175 |
| 5 |  https://x.com/a_n_saqibdar/status/2058096715732037769 | 1 061 |
| 6 | ❤️ & rt :
https://x.com/i/status/2054919900813262942 | 852 |
| 7 |  A great deep dive into how AI, distributed work, and blockchain infrastructure are reshaping the future of digital labor.
This post explains why transparent and decentralized coordination layers like HUMAN Protocol matter more than ever in the AI era 👇
https://www.linkedin.com/posts/ansaqibdar_humanprotocol-ai-decentralizedwork-share-7457350996470472704-Hf3E?utm_source=social_share_send&utm_medium=ios_app&rcm=ACoAABAPjcABaqYNGuLbHwkVHQYK55KLWiYIntg&utm_campaign=copy_link
❤️&Rt:
https://x.com/i/status/2052350654287360320 | 1 301 |
| 8 | https://x.com/a_n_saqibdar/status/2052002069628997781 | 1 224 |
| 9 | https://www.linkedin.com/posts/ansaqibdar_strategy-by-claude-narrative-architecture-ugcPost-7455246729630785536-xji7?utm_source=share&utm_medium=member_ios&rcm=ACoAABAPjcABaqYNGuLbHwkVHQYK55KLWiYIntg | 897 |
| 10 | 🖥 New Blog: Google Cloud Vision Evaluation (2025 vs 2026)
We ran the same moderation test twice, one year apart, using identical conditions.
The results were surprising:
• 2025: ~3% of images flagged (15 false positives)
• 2026: ~79% flagged (435 false positives)
Not only did the number of false positives increase significantly, but the way content was classified also changed.
👉 What does this mean? 💬
Automated moderation signals can shift over time, and relying on them alone can create major inefficiencies in real workflows.
Read the full analysis here:
🔗https://humanprotocol.org/blog/google-cloud-vision-evaluation---2025-vs-2026 | 0 |
