Translation: Blockchain in Plain Language

The first time I looked at Bittensor, I immediately closed the webpage. Haha, true story. I remember Algod promoted this coin back in the summer of 2023 when it was$50. I refused to research it then. Haha. Too complicated. Too niche. Too much like an “academic paper.” At the time, I had Bitcoin, primarily holding ETH, and a bag of Solana (bought at $22 in July 2023). The second time I looked at it, I was genuinely interested. Then I bought at$400-500. I know, what a “dummy” (Retardio). But it was Bittensor’sSubnetsthat really sparked my interest to try in March this year. I found it was not just “another L1.” It is amarket for machine intelligence, where AI model research automatically channels funds to the best models.

What exactly is Bittensor

Bittensor is adecentralized intelligent network: an open market where AI models are rewarded based on how useful they are. Think of it as a “trading platform,” but instead of trading stocksmodels, analysts are not manual winners, but algorithms score the outputs and route rewards. The weak chain is calledSubtensor. Initially launched as a Polkadot parachain (laugh), then migrated to its own network in 2023. The token isTAO, with a supply cap of21 million, the same as Bitcoin. TAO is the benchmark currency and incentive layer for the entire network.

• Minersrun AI models and generate outputs.

• Validatorsscore these outputs.

• An algorithm called Yuma Consensus turns these scores into emissions.

• TAO will continuously flow to those miners and validators who truly perform.

At the first halving, the network emits 7,200 TAO daily.After the halving in December 2025, this number is reduced to 3,600 TAO. It mirrors the levels of Bitcoin: as the network matures, the supply becomes increasingly constrained. This is all continuously happening on-chain. There is no foundation deciding which laboratory gets more funding this quarter. Yuma Academia nearly dictates everything, making this system more than just a regular chain. Each validator in the subnet regularly submits a score allocation for miners. The protocol aggregates these scores intoweighted allocations and eliminates outliers. If your score strays too far from the group, your influence and rewards will be reduced. The same goes for miners trying to inflate scores. The result is:

1. The cost of lying.

2. Collusion is fragile.

3. Staying fundamentally honest earns more than trying to game the system. This is not perfect, but it is one of the few attempts to “pay the model based on actual utility without trusting centralized judges.”

Subnets: How This Evolves into a Platform

Subnets are independent AI markets built on Bittensor. Each subnet:

• Defines aspecific task (trading signals, embeddings, GPU computing power, drug discovery, etc.).

• Has its own miners, validators, and incentive rules.

• Competes for TAO emission contributions.

By the end of 2025, there are over 120 active subnets and continuously growing, targeting 256. By early 2026, just the top 10 subnets are valued at around $550 million, now it has reached $1.5 billion! A few examples of subnets include:

• Knights Templar (Subnet 3) — Decentralizing global computing power across training.

• Targon (Subnet 4) — Multimodal AI (text, images, audio).

• Infinite Games (Subnet 6) — Prediction markets and real-world forecasts.

• Stone Tidal (Subnet 8) — Trading signals across multiple asset classes.

• TaiFi (Subnet 10) — DEX + liquidity staking within the Bittensor ecosystem.

• Nova (Subnet 68) — Molecular modeling and drug discovery.

Anyone can initiate and launch a subnet. If it can attract miners, validators, and stakers, it can receive a portion of the destroyed amount.

Dynamic TAO (Dynamic TAO): When the Market Takes Over Everything

Well, wait, the following content will get a bit technical, but I will try to explain in plain language (ELI5). Until early 2025, a group of rooted validators controlled the allocation across subnets. 64 validators on Subnet 0 held power, with over half of the control in the hands of just five individuals. For a “decentralized AI” network, that was a centralized obstacle.Dynamic TAO (dTAO) deployed in February 2025 solved this problem. The market replaced the committee to decide which subnets are worthy of getting emissions:

• Each subnet has its ownAlphaToken.

• TAO holders can stake TAO in a subnet and earn that subnet's AlphaToken through AMM.

• The price of Alpha/TAO and staking liquidity reflects which subnets the market values the most.

• Emissions flow to subnets with higher Alpha value and demand.

• Miners and validators within a subnet default to that subnet's Alpha. They can hold (leverage betting on that subnet) or exchange back to TAO.

Each AlphaToken also has a cap of 21 million and its own halving plan. In the months after the launch of dTAO, over 100 subnets went live, shifting from "zombie" subnet emissions to subnets with real utility. This is the core mental model:TAO is the underlying asset; AlphaToken is your way of expressing a view on a specific AI vertical within the network.

How to Purchase Subnet Tokens (Basic Version)

If you can buy spot on centralized exchange (CEX) and use a browser wallet like Rabby, you have completed 90%. The main paths are reserved: simple CEX market and the Alpha route.

Path 1: CEX Subnet Market (Easiest)

Some trading platforms now directly list specific subnet tokens.

1. Open an account with a CEX that lists TAO and/or subnet tokens. TAO has been listed on platforms like BNB, Coinbase, Kraken; some have also listed spot trading pairs for top subnet tokens.

2. Purchase TAO. Go to the TAO/USDT trading pair, place an order, and execute.

3. If available, purchase the subnet token. Search for the subnet code (like TEMPLAR, TAOSHI, etc.). If you see a liquid spot pair, buy in as you would other altcoins.

4. If you are willing to manage wallet risk, withdraw to self-custody. Transfer TAO and any subnet tokens to a wallet under your control. You haven't used on-chain Alpha AMM yet, but you have direct price configurable access.

Path 2 FI: Obtain Gap Alpha through TAO (dTAO Process)

This is the “real” subnet exposure: exchanging TAO for AlphaToken through the Bittensor protocol stack.

1. Purchase TAO on CEX.

2. Set up a wallet compatible with Bittensor. Use the official TAO wallet or another wallet that collects Subtensor (like Talisman, Taostats, etc.). Create a wallet and back up the mnemonic.

3. Withdraw TAO from CEX to your wallet. Select the original TAO network, paste your wallet address and send.

4. Connect to Subnet UI (like Taostats). Go to taostats.io, connect your wallet, and open the Dynamic TAO / Alpha view.

5. Pick a subnet and conduct basic research. Look at TVL, Alpha/TAO price, emission contributions, and the specific business of the subnet (trading, computing power, embeddings, etc.).

6. Exchange TAO for the subnet's AlphaToken. Click “Stake” (stake) or “Buy Alpha” on that subnet. AMM will exchange your TAO for Alpha at the current price. Confirm in the wallet.

7. Decide whether to simply hold Alpha or stake/lock it. For most users, holding Alpha already gives you increased leverage exposure to the subnet. Some subnets have additional staking or locking features that can earn more rewards or governance rights.

8. Be mindful of liquidity and volatility. Alpha Token liquidity is thin, reflective, and highly volatile. Always check depth and slippage before placing an order.

What TAO Holders Are Actually Doing

You can play a clear main role:

1. Holding original TAO. Simple network staking: 21 million hard cap, halving plan, more subnets, and gradually more institutional channels over time.

2. Stake via delegation in the root subnet (Root Subnet). Delegate your TAO to validators. They validate across subnets; you earn rewards based on staking ratios, historically around a 15% annual percentage rate (APR).

3. Rotate to specific AlphaToken. Choose the subnets you consider important long-term, stake TAO into their Alpha, and benefit from the performance and narrative bonuses of these specific markets.

What Can Drive TAO (and Subnets) Higher?

Nothing is guaranteed, but some clear catalysts are already on the table. Moreover, I must state that this could quite likely be a new top. Basically, all owners are talking about TAO now. So you've been warned.

Emission Plans and Future Halving

As mentioned earlier, TAO has a fixed supply of 21 million and a predictable halving schedule. The first halving at the end of 2025 will reduce emissions from 7,200 TAO daily to 3,600 TAO, which helps tighten supply as narratives and institutional access begin. If this process continues, the next halving to 1,800 TAO/day will become the next major structural catalyst: less selling pressure and more competition for existing circulating chips. The first halving occurred in mid-December 2025, so we are now in the era of 3,600 TAO daily. The next TAO halving (from 3,600 to 1,800 TAO/day) is based on the supply indicator date of mining:It will be automatically triggered when the emitted supply reaches the next programmed threshold, similar to how the first halving was triggered when 10.5 million TAO was released. Most trackers and analytical models propose this is about a four-year rhythm, which meansthe second halving will occur around the end of 2029, but the timing is contingent on network activity and the pace of TAO emissions.

Covenant-72B and Network Scaling

Covenant-72B is a 72 billion ecological parameter model designed to operate within the Bittensor ecosystem, bound to the Templar subnet. When it launched in March 2026, TAO surged by approximately 46%, and top subnets like Templar and Taoshi also hit a valuation of around $550 million. Just three weeks later, it has already reached $1.5 billion (tripled). If Covenant-72B gains funding or real use from laboratories, it signals continuous demand for subnet outputs, further converting to demand for TAO and AlphaToken.

Subnet Growth and Composability

Each successful subnet is its own mini-bull market. With access to more verticals: trading, computing, scientific research, infrastructure, you will see:

• More reasons for developers and users to access Bittensor.

• More demand for TAO as the underlying asset to access these subnets.

• More rotation potential as funds flood into the “hottest subnets of the month.” Importantly: all this activity will ultimately be routed through TAO.

Institutional Channels and Listings

TAO already has Grayscale (Grayscale) trust and is listed on six trading platforms as a staked ETP, giving it a larger conservative capital view. The next potential catalysts look very promising:

• TAO and major subnet tokens being listed on more significant CEX.

• TAO’s perpetual contracts and options on leading trading platforms.

• More ETPs or funds built around an “AI infrastructure basket,” including TAO and subnet reconstructable options. Once TAO becomes easier to purchase on e-commerce screens rather than on DEX, the buyer base will expand.

Why Jason Suddenly Fully Supports TAO on Twitter

Jason and a leading macro/AI key opinion leader (KOL) are vigorously promoting Bittensor. Why?

1. TAO is at the absolute center of AI + cryptocurrency, the most powerful dual narrative in the market. Comment It allows you to see insights into both fields simultaneously.

2. It has transformed from a “niche science project” into “serious infrastructure with subnets, halving, institutional channels, and real-time 72 billion models.” This is excellent KOL material.

3. Some of these KOLs now have exposure through funds contesting TAO or subnets or shaping products, so mastering the narrative on X is not charitable.

4. Game theory. When something strange and thinly liquid begins to break into strict AIToken listings with real infrastructure, you can either ignore it and risk missing the trade, or run ahead of the crowd, becoming a “Bittensor ambassador.” There is bias. They might hold substantial VC/angel investment shares.They will crush you with chips. Just like ZEC. So bevery careful!

TAO is immensely large. Alpha Token liquidity is scarce. The Subtensor foundational layer is still running on a proof of authority (PoA) node set controlled by the Opentensor Foundation, which poses a realcentralization risk if not handled properly. But structurally, it is few:

• Tokens truly influence routing within the network.

• AI models directly compete for capital within the network.

• Its architecture allows anyone to establish specialized AI markets and access a shared incentive layer.

Currently, I only hold TAO, Templar, and Targon. Maybe I won't make it (NGMI), but I'm starting to feel scared,this could be the top.

Article link: https://www.hellobtc.com/kp/du/03/6265.html

Source: https://theblackswans.substack.com/p/the-internet-of-ai-why-tao-might