News·Opentensor YouTube·Jun 26, 2026, 15:39 UTC
Bitttensor Subnet 23 Trishool: Competitive Jailbreaking for AI Safety
About SN23 Trishool
This week on Novelty Search, Const is joined by Nav from SN23 Trishool to explore how Bittensor miners are being used to competitively jailbreak AI systems and train stronger guard models. The episode begins with a broader Bittensor update covering Root Reborn, TaoFlow, emission changes, dynamic tempo, subnet registration, relay pallets, and the move toward more open, permissionless markets. Const explains why price-based emissions returned, why subnet emissions now default off, and how upcoming protocol work could reshape liquidity, derivatives, and subnet incentives. The conversation then turns to Trishool and Halo, an AI security layer designed to sit in front of models, agents, and AI applications. Nav explains why frontier model safety cannot stay locked inside the major labs, how Trishool uses miner-generated jailbreaks to improve its guards, and why AI-native companies need protection against prompt injection, unsafe outputs, credential access, privilege escalation, and dangerous agent actions. The episode also covers Trishool’s benchmark progress, its path toward SOTA guard performance, the role of constitutions in defining harmful and harmless behavior, how Bittensor competitions generate adversarial data, and why AI safety could become a major new security market as agents move into production. Hosted by @const_reborn Featuring Nav from Trishool / SN23 With @markjeffrey 00:00 Bittensor ecosystem update 03:00 Why TaoFlow changed 06:00 Price-based emissions 09:00 Can governance stop bad emissions? 12:00 Permissionless subnet markets 15:00 Relay pallets and dynamic tempo 18:00 Default-off subnet emissions 21:00 Bittensor’s internal market 25:15 What is SN23 Trishool? 27:00 Why AI models need safeguards 30:00 Constitutional AI and model safety 33:00 What is Halo? 36:00 Why Halo uses a small model 39:00 Detecting jailbreaks and unsafe prompts 42:00 Who defines harmful behavior? 45:00 Is Halo the Cloudflare for AI? 46:00 How miners jailbreak Halo 48:00 Turning a
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SN23 Trishool at a glance
SN23, Trishool (α token ψ), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.004397 τ (≈ $1.00), against 7,580 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 25.5% APR, emissions add 0.000001 τ to the pool each block, epochs run every 360 blocks. It was registered at block #2,063,528.
More from SN23 Trishool
Taosis indexes announcements, articles and releases about Bittensor subnets from their own channels and keeps a record of each. The text above is the source’s; the figures are read from the chain by Taosis.