ADA lingers close to $0.20 as derivatives data stays bearish
Cardano held near $0.20 after three straight weekly losses as negative funding and sell-side signals kept the outlook bearish.
Buterin supports Moonshot AI's removal of hacking skills from Kimi model for safety over user checks.
Vitalik Buterin, the Ethereum co-founder, has expressed support for Moonshot AI's decision to remove high-level hacking capabilities from its new Kimi K3.1 Pro model. He believes restricting the technology is better than restricting the user.
But this safety measure comes with a cost. Moonshot reports that the filtered version completed 81% of tasks in its exploit benchmark, while the unfiltered version succeeded at 90.5%.
Buterin outlined his view, arguing that differentiating between uses is far less harmful than differentiating between users.
I am okay with Kimi 3.1 deliberately leaving out top-end offensive cyber capabilities from their training data.
— vitalik.eth (@VitalikButerin) October 26, 2026
Discriminating against use cases is MUCH less bad than discriminating against users. And the world does need all the time it can get to prepare, harden, check old…
Moonshot, a Beijing-based AI startup, plans to release the model's open weights by November 4. After that, anyone can download and run it on their own hardware.
For that reason, the company says it removed cyber-related data from its training corpus and reinforcement learning environments. General coding tasks remained.
According to Vitalik Buterin, AI-powered attacks will eventually hit with full force. Until then, developers need time to harden systems, check legacy code, and verify new software.
The threat is already visible. Earlier this year, Binance Research found that AI exploits smart contracts roughly twice as well as it detects flaws.
Buterin also warned about the alternative. If this first wave goes badly, he expects locked-down models, Know Your Customer (KYC) checks on everything, and intrusive surveillance.
In that scenario, AI access could depend on credentials and nationality. Some people would become second-, third-, or fourth-class users, he wrote.
Vitalik Buterin has long favored running open AI models on his own hardware, as his local AI laptop tests showed.
Still, he does not expect the filtering to hold forever. When a user asked whether other labs would build such capabilities anyway, he replied that they would.
In fact, by Moonshot's own count, DeepSeek's rival open model V4.1-Flash already scored 85.7% on the same benchmark.
For Vitalik Buterin, AI safety has therefore become a race for time rather than a permanent block. That race favors defenders who adopt his redundant crypto security safeguards before attackers catch up.
Share to
Disclaimer: this article comes from third-party media and is provided for reference only. It does not constitute investment advice. Crypto and other financial products carry significant price volatility risk, so please make your own decisions carefully.
Cardano held near $0.20 after three straight weekly losses as negative funding and sell-side signals kept the outlook bearish.
Foundation blames compromised Cloudflare API keys for fake Passport recall emails sent from its own domains; customers ask how attackers knew their addresses.
Bitcoin slipped under $80,000 as analyst Cowen reports two of nine bearish roadmap steps completed.
Retail Bitcoin deposits to Binance hit a six-month high and now run 2.8 times whale deposits, which fell 36% since late August.