[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  寻一方净土 $M | 🐜 [@TUGE8888](/creator/twitter/TUGE8888) on x 26.8K followers Created: 2025-07-22 08:03:25 UTC "Lately, I’ve seen too many AI projects, each one hyped up to the skies. But when it comes to the most critical aspect—'security'—many teams are clearly just going through the motions. That is, until I discovered @TheoriqAI , and finally felt like I’d found a team that takes security seriously. They use blockchain to record every operation, like laying open an accounting book in broad daylight—no one can secretly tamper with the data. Smart contracts automatically enforce the rules, eliminating any need for human intervention, which fundamentally prevents backroom dealings. When it comes to access control, Theoriq is exceptionally meticulous. Every AI agent has its own digital ID (private key), making impersonation impossible. Even more impressive is their 'Biscuit' permission system—it’s like giving each room in a building a different key, with precision so fine it’s almost extreme. The most hardcore part? Their economic constraint mechanism: every AI agent must stake tokens to operate. If it dares to act maliciously or slack off, the tokens get slashed—no negotiations. It’s a simple but brutally effective approach, because nobody wants to mess with their own wallet. Their attitude toward security is refreshingly pragmatic: it’s not about slapping on a firewall and calling it a day, but rather conducting regular, thorough inspections—like maintaining a car. Plus, they involve users in governance, so issues can be flagged at any time. This 'crowdsourced oversight' model is far more reliable than relying solely on internal checks. On data privacy, Theoriq doesn’t take a one-size-fits-all approach. Critical data goes on-chain, while the rest is stored in a decentralized network, with all operation logs encrypted. This flexible handling saves resources while genuinely protecting user privacy. Honestly, Theoriq isn’t shouting any world-changing slogans, but their uncompromising focus on security is exactly what makes them more credible. What the AI industry lacks most right now is teams willing to put in the hard work on these 'boring but essential' fundamentals."  XXXXXX engagements  **Related Topics** [accounting](/topic/accounting) [blockchain](/topic/blockchain) [coins ai](/topic/coins-ai) [$m](/topic/$m) [Post Link](https://x.com/TUGE8888/status/1947568150628995249)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
寻一方净土 $M | 🐜 @TUGE8888 on x 26.8K followers
Created: 2025-07-22 08:03:25 UTC
"Lately, I’ve seen too many AI projects, each one hyped up to the skies. But when it comes to the most critical aspect—'security'—many teams are clearly just going through the motions. That is, until I discovered @TheoriqAI , and finally felt like I’d found a team that takes security seriously.
They use blockchain to record every operation, like laying open an accounting book in broad daylight—no one can secretly tamper with the data. Smart contracts automatically enforce the rules, eliminating any need for human intervention, which fundamentally prevents backroom dealings.
When it comes to access control, Theoriq is exceptionally meticulous. Every AI agent has its own digital ID (private key), making impersonation impossible. Even more impressive is their 'Biscuit' permission system—it’s like giving each room in a building a different key, with precision so fine it’s almost extreme.
The most hardcore part? Their economic constraint mechanism: every AI agent must stake tokens to operate. If it dares to act maliciously or slack off, the tokens get slashed—no negotiations. It’s a simple but brutally effective approach, because nobody wants to mess with their own wallet.
Their attitude toward security is refreshingly pragmatic: it’s not about slapping on a firewall and calling it a day, but rather conducting regular, thorough inspections—like maintaining a car. Plus, they involve users in governance, so issues can be flagged at any time. This 'crowdsourced oversight' model is far more reliable than relying solely on internal checks.
On data privacy, Theoriq doesn’t take a one-size-fits-all approach. Critical data goes on-chain, while the rest is stored in a decentralized network, with all operation logs encrypted. This flexible handling saves resources while genuinely protecting user privacy.
Honestly, Theoriq isn’t shouting any world-changing slogans, but their uncompromising focus on security is exactly what makes them more credible. What the AI industry lacks most right now is teams willing to put in the hard work on these 'boring but essential' fundamentals."
XXXXXX engagements
Related Topics accounting blockchain coins ai $m
/post/tweet::1947568150628995249