Bittensor outlines roadmap for full-stack intelligence network
The decentralized AI project is building an interconnected subnet economy with new token mechanics and a governance overhaul targeting late 2027
Bittensor is laying out an ambitious blueprint to become what it calls a “full-stack intelligence network,” one where dozens of specialized subnets trade services with each other, generate real revenue, and gradually shed centralized control.
The vision, detailed during Steeves’ keynote at the Exploit Summit on September 28-29, 2026, describes a network where subnets covering data, compute, storage, pretraining, inference, and AI agent functionality don’t just coexist. They do business with each other.
The subnet economy starts making money
As of August and September 2026, 24 subnets are estimated to generate between $28 million and $35 million in annualized external revenue. That’s money coming in from outside the network.
Some subnets are pulling their weight more than others. Compute-focused subnets like Lium SN51 and Chutes SN64 are reportedly earning more from external customers than they receive in TAO emissions.
Of the 24 revenue-generating subnets, 14 are channeling proceeds into buybacks of their own alpha tokens.
Enterprise adoption adds credibility to the revenue claims. Bittensor’s client list reportedly includes PwC France, Dropbox, and an NYSE-listed REIT.
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Gamma tokens and the inter-subnet marketplace
The next major structural change is the introduction of Gamma tokens, a new token type designed to function as usage credits for inter-subnet purchases. If a subnet focused on AI inference needs storage from another subnet, it can use Gamma tokens to pay for that service.
The Gamma token mechanism builds on Dynamic TAO, which rolled out in February 2025 to support market-driven emissions allocation. Before Dynamic TAO, emission distribution was more centralized, with root network validators deciding which subnets received rewards.
Decentralization on a deadline
Bittensor’s decentralization roadmap has a target date: December 2027. That’s when Steeves intends to transfer control from centralized figures, including himself, to a democratized governance model that empowers all network stakeholders.
Subnet capacity is also expanding as part of this transition. Discussions in 2026 have centered on scaling to 256 subnet slots, up from earlier limits.
The first TAO halving occurred in December 2025, cutting daily emissions to roughly 3,600 TAO.