Bittensor Isn’t Crypto + AI. It’s Bigger – Tao Templar

Few people in the Bittensor ecosystem have a longer track record of paying attention than TAO Templar. He has been in the network for years, runs TAO Flute as a research and analytics platform for subnet investors, and was one of the earliest content creators producing accessible explanations of how the network actually works. 

His recent appearance on Jesus Martinez’ JM Crypto captured something most coverage of Bittensor misses: the texture of someone who actually uses the network rather than simply speculating on it.

Key Highlights From the Conversation

What follows are the points worth pulling out from the conversation, distilled from the perspective of someone who has been building, mining, and investing in Bittensor ($TAO) since long before it became a mainstream AI crypto narrative.

a. Bittensor is a Global Competition Engine (Not Just Crypto Plus AI!): TAO Templar pushed back on the standard framing, arguing that the real product is the ability to construct a permissionless global competition for any commodity that can be evaluated objectively, with AI being only the most visible application.

b. Subnets are Already Delivering Real Cost Advantages: He uses Subnet 13 (Data Universe) to access X (formerly Twitter) data through taoflute.com at roughly $9 per month, compared to the $100+ minimum for direct X API (Application Programming Interface) access. He also noted that he uses Subnet 34 (BitMind) regularly for AI image identification.

c. Dynamic TAO Removed the Validator Committee: Before the February 2025 upgrade, 12 major validators effectively allocated emissions, creating predictable corruption risks. Dynamic TAO replaced that with market-driven allocation forced through actual capital flow rather than political relationships.

d. The ‘Templar Rug’ Hurts, But the Recovery is the Real Signal: TAO Templar acknowledged the name coincidence and clarified he had no exposure to the subnet, while pointing out that the genuinely valuable decentralized training work lives on through Bittensor’s open source nature, with Jacob ‘Const’ Steeve now leading what has rebranded into Teutonic.

e. Post-Halving Mechanics Finally Penalize Unproductive Subnets: Liquidation prices now decrease at roughly 2% per week, which means holding bad subnet ‘$ALPHA’ tokens carries real downside for the first time. Also, the network is structurally positioned to flush out subnets that have been coasting on emissions without producing anything.

f. Buyback and Burn is the Most Credible Quality Signal: TAO Templar’s long-term hold is Subnet 93 (Bitcast), which offsets miner emissions with revenue. He also flagged Subnet 51 (Lium) as a notable case of an ‘undoxxed’ founder running a credible buyback and burn model.

g. Tokenomic Clarity is Underrated: Bittensor’s 21 Million supply cap, four-year halving cycle, and absence of any pre-mine or insider allocation give it a clarity that almost no other crypto asset can match.

h. Most Subnets are not Productive, and That is Changing: Roughly half of the 128 active subnets are unproductive, and the post-halving liquidation pressure is expected to clear them out over the next six months, leaving a healthier ecosystem behind.

i. For Most investors, Heavy $TAO Exposure is the Right Call: Active $ALPHA trading requires close attention every few days and a level of subnet-by-subnet understanding most retail investors do not have time to maintain.  This makes $TAO itself the more sensible long-term position by default.

j. Reduced Decentralization is the Only Thing that Would Break the Thesis: Every meaningful step the team has taken, from Dynamic TAO to Const stepping down from the Opentensor Foundation, has moved toward more decentralization, and the long-term thesis depends on that trajectory continuing.

Conclusion

TAO Templar’s perspective is consistent across everything he discussed. The network is a global competition engine, the mechanism is sound, the team is moving in the right direction, and the next six months should clean out the unproductive subnets while reinforcing the ones that have actually built something. 

For anyone trying to develop a more grounded view of where Bittensor sits, both as infrastructure and as an investment, the full conversation is worth the time.