When centralized AI models demand hundreds of millions of dollars in training costs, Bittensor offers a disruptive solution: it brings Bitcoin’s mining incentive model into the world of artificial intelligence. Through programmable economic incentives, Bittensor enables distributed computing power, models, and data to compete and collaborate in an open marketplace.
Jacob, Bittensor’s founder, explains the core concept this way: "We’re simply transferring Bitcoin’s proven ‘incentives + competition’ mechanism to intelligent production."
01 Conceptual Breakthrough: When Bitcoin Mining Meets Artificial Intelligence
Bittensor’s founding idea stems from a simple yet profound observation. Jacob Steeves, the founder, witnessed firsthand the exponential growth of large models driven by the "Attention Is All You Need" paper during his time as a machine learning engineer at Google.
At the same time, his mentor—an early Bitcoin supporter—introduced him to the concept of "energy/thermodynamic computation." These two seemingly separate threads converged in Jacob’s thinking.
AI fundamentally revolves around feedback loop research, while Bitcoin represents the first programmable economic feedback loop. Building on this insight, Bittensor created an open protocol that transforms the "miner—reward—consensus" paradigm into "useful AI supply—market rewards—network consensus."
Unlike simple model aggregation platforms, Bittensor embeds programmable incentives directly into the AI learning process. Those who deliver more useful inference, training, or tools earn greater rewards. This novel approach continuously optimizes AI supply quality through market signals.
02 Market Pulse: TAO Price Trajectory and Current Status
Gate’s platform data allows us to track TAO’s market performance with clarity. As of December 4, TAO’s latest price on Gate is $299.2, with a circulating supply of 9,597,491 TAO and a total market capitalization of approximately $2.87 billion.
Compared to the previous day, the price fell by 0.72%. This movement occurred against the backdrop of heightened overall market volatility.
Historical data shows that Bittensor’s price trends reflect its developmental stages. In its early days, the token traded around $21.43, and in 2023 it delivered an annual return of 1,145.57%. Entering 2024, TAO opened at $219.7 and closed at $562.5, with a yearly return of 156.03%.
Cyclical fluctuations are commonplace in crypto markets. So far in 2025, TAO’s annualized return stands at -40.75%. This downward trend has sparked discussions about the current market phase, but it also presents long-term investors with an opportunity to reassess their strategies.
Notably, an investor who purchased 10 TAO in early 2023 and held until recently would still see considerable potential gains. This underscores the importance of a long-term perspective in projects driven by technological innovation.
03 Ecosystem Vitality: Subnet Competition and the Rise of Chinese Developers
Bittensor’s network architecture revolves around roughly 128 subnets, each focused on distinct tasks such as inference, training, reinforcement learning, code agents, storage, and signal prediction.
This mechanism recently received a major update: subnet registration and deregistration have resumed, with a subnet cap of 128. New subnets will replace the lowest-performing ones and enjoy a four-month immunity period.
A striking trend is the growing influence of Asian developers, particularly those from China, within the Bittensor ecosystem. During his recent first visit to China, founder Jacob revealed: "One of the largest subnets on Bittensor, Affine, was built by Chinese developers and is becoming one of the most competitive mechanisms in the network."
Even more impressively, the top three subnet projects on Bittensor are all developed by Chinese teams. This highlights China’s engineering strength in the intersection of AI and blockchain.
Chinese developers are contributing not only on the software front but also with hardware resources. For example, Lium is a leading subnet that provides GPU resources, creating a permissionless marketplace—"with many Chinese miners supplying these chips."
04 Institutional Moves: Strategic Positioning from Grayscale to DCG
Institutional interest in the Bittensor ecosystem is rising. Grayscale has filed Form 10 for the Grayscale Bittensor Trust, marking the first step toward becoming an SEC reporting company.
This move aims to enhance TAO Trust’s accessibility, transparency, and regulatory standing, shortening the private placement holding period from 12 months to 6 months.
Another significant capital development: Nasdaq-listed TAO treasury company TAO Synergies completed a $11 million private placement.
Participants included digital asset strategist James Altucher and renowned investment firm DCG (Digital Currency Group).
Meanwhile, Bittensor’s development studio and accelerator, Yuma, launched its asset management division—Yuma Asset Management—which secured a $10 million anchor investment from DCG. The division offers two investment products: one for market cap-weighted investment across all active subnets, and another targeting top subnets by market capitalization.
These institutional moves not only inject capital into the Bittensor ecosystem but also bring increased compliance and mainstream market attention. Traditional investment firms like Connecticut Innovations have also invested in Yuma Asset Management’s subnet token strategies through their AI/Q fund.
05 Looking Ahead: Halving Event and Ecosystem Growth
Bittensor is approaching its first halving event, expected to occur in 11 days. However, seasoned community members remain cautious, believing that under current bear market conditions and weak liquidity, the halving may not trigger an immediate price surge.
One member noted that any short-term price increase would require substantial community-driven promotion, rather than relying solely on tokenomics. Currently, TAO has dropped below $270, down 11% over the past week.
From a protocol perspective, Bittensor’s revenue mainly comes from selling inference services, compute power, automated machine learning, and providing signals to prediction markets. Founder Jacob is especially optimistic about prediction markets, viewing platforms like Kalshi and Polymarket as true fintech innovations.
Bittensor’s relationship with centralized AI labs is complex. Jacob points out that some US-based centralized labs may show little interest because they "prefer to consolidate and control," while Bittensor emphasizes openness and permissionless participation.
On the other hand, more open teams such as DeepSeek, Kimi, and Moonshot may eventually connect their resources to Bittensor or launch subnets on the network. Such collaborations may be just a matter of time.
Future Outlook
Recent developments in the Bittensor ecosystem demonstrate its ongoing evolution. With subnet registration resumed, new subnets replace the lowest performers and receive a four-month immunity period.
Additionally, TAO from deregistered subnets will be proportionally distributed to alpha holders, "unlocking TAO stranded in inactive liquidity pools and redirecting it to more active areas of the network." Each network upgrade further optimizes the efficiency of this decentralized AI marketplace.
On Gate, both spot and perpetual TAO trading offer users diverse ways to participate in the ecosystem. As of December 4, the TAO/USDT spot price stands at $296.4, while the perpetual contract price is $296.
Whether you’re a long-term investor looking to hold tokens or a trader adept at capitalizing on market swings, Gate provides the right tools to engage with the decentralized AI revolution led by Bittensor.
