$CAP
Trending UpSnapshot Window: 2026-07-11 14:30 UTC · ← Back to Crypto Overview
Social Momentum Summary
Total Engagement - Comments: 7, Retweets: 2, Likes: 24, Impressions: 1844
Verbatim Community Citations & Social Evidence 2 source posts analyzed
About a month ago I started my Telegram channel That’s where I post everything in real time - my thoughts, scam warnings, live calls, alpha, etc.. A lot of things never make it to X If you’re only following me here, you’re missing out on a lot
A Bittensor subnet just built an AI safety model that outperforms major competitors. @trishoolai , Subnet 23 recently released HaloGuard 1.0. The 4B version claims first place across seven established prompt-safety benchmarks, and the 0.8B version outperforms models several
AI visual note: The chart titled "Smaller models, higher average" compares AI safety guard models on a log-scale, showing that HaloGuard-4B achieves the highest average F1 score of 92.1 (first place) across seven safety benchmarks, while the much smaller HaloGuard-0.8B scores 90.9—outperforming larger competitors like Qwen3Guard 8B (86.2), LlamaGuard3 8B (78.4), and ShieldGemma 27B (70.0). This visually demonstrates how Bittensor Subnet 23's HaloGuard models achieve top prompt-harmlessness performance with significantly fewer parameters than competing baseline guards.