🔥🔥 Blockmesh airdrop registration live https://airdrop.perceptrons.xyz Enter email > enter sol wallet address connected to blockmesh > Select No On Stake > Paste your twitter X profile link > Your youtube / tiktok link (optional) > select Location south Asia > submit > Done 👍👍
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🚨 @gensynai "Hail to the Thief" Decentralized GRPO is vulnerable: Few malicious nodes can poison LLMs via high-reward sequences → full model drift in <50 rounds. Attacks: - In-context (alter math/code) - Out-of-context (irrelevant text) → 100% success on math/code Defenses: 1. Log-prob verification (homogeneous) 2. LLM-as-a-Judge (heterogeneous) → Block 100% attacks, minimal overhead First systematic study of dRL security. 📄 arxiv.org/abs/2511.09780 🔗 gensyn.ai/blog/hail-to-t… #DecentralizedAI #GRPO #LLMSecurity #Gensyn
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One MILLION models trained on Gensyn’s testnet! Huge shoutout to every node operator, innovator, and contributor — you made this happen. Decentralized AI just leveled up. @gensynai #Gensyn #AIRevolution #BuildTheFuture
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