Ditto
Long-term memory for every AI agent you use
Rewards long-term holding of Bittensor tokens using preset index baskets — longer hold, higher yield.
The simplest explanation
Like a savings account that pays more the longer you promise to leave your money alone.
Everything you need to understand Ditto
No jargon. No whitepapers. Just the facts.
The Problem
AI agents forget everything between sessions and each tool keeps its own siloed context, so users repeat themselves and lose continuity. Memory today is proprietary and locked inside individual apps like ChatGPT with no portability across the tools people actually use.
What Ditto Does
Rewards long-term holding of Bittensor tokens using preset index baskets — longer hold, higher yield.
The Edge
Ditto offers a portable, agent-native memory graph accessible from Claude, Cursor and other tools over MCP with zero-OAuth login, rather than a memory silo tied to one vendor. Miners on SN118 compete on DittoBench to produce better memory retrieval (composite + cross-encoder ranking over an embedded vector store), which the team claims delivers SOTA memory at a fraction of frontier cost.
What's the closest mainstream equivalent?
The best way to understand a new technology is to compare it to something familiar.
Ditto offers a portable, agent-native memory graph accessible from Claude, Cursor and other tools over MCP with zero-OAuth login, rather than a memory silo tied to one vendor. Miners on SN118 compete on DittoBench to produce better memory retrieval (composite + cross-encoder ranking over an embedded vector store), which the team claims delivers SOTA memory at a fraction of frontier cost.
How does Bittensor make this possible?
Dittouses Bittensor's incentive layer to build something no single company could run alone.
Miners compete
Participants (called miners) on the Ditto subnet compete to produce the best outputs for developer tools tasks. Anyone with the right hardware can join.
Validators score the work
Validators continuously evaluate miner outputs against objective benchmarks. The best performers rise, the worst are replaced. There's no human committee — the protocol decides.
Rewards flow to the best
Miners are paid in the Ditto alpha token in proportion to how good their work is. This creates a continuous competitive pressure that drives quality up and cost down — structurally, not just as a promise.
The whole network benefits
Because every participant is aligned toward the same goal — producing the best developer tools results — the network improves continuously without requiring a central team to manage it.
Frequently Asked Questions about Ditto
What is Ditto on Bittensor?
Ditto is Subnet 118 (SN118) on the Bittensor network — a decentralized AI protocol built on the TAO blockchain. Rewards long-term holding of Bittensor tokens using preset index baskets — longer hold, higher yield.
What problem does Ditto solve?
AI agents forget everything between sessions and each tool keeps its own siloed context, so users repeat themselves and lose continuity. Memory today is proprietary and locked inside individual apps like ChatGPT with no portability across the tools people actually use.
How is Ditto different from OpenAI/ChatGPT Memory, mem0, Letta (MemGPT)?
Ditto offers a portable, agent-native memory graph accessible from Claude, Cursor and other tools over MCP with zero-OAuth login, rather than a memory silo tied to one vendor. Miners on SN118 compete on DittoBench to produce better memory retrieval (composite + cross-encoder ranking over an embedded vector store), which the team claims delivers SOTA memory at a fraction of frontier cost.
What is the Ditto token?
The Ditto subnet has its own alpha token on Bittensor's dTAO system. It trades in the Bittensor liquidity pool and its price reflects market demand for the subnet's services.
Is Ditto a good investment?
AlphaGap tracks Ditto using its aGap score — a composite of development activity, token flow, and social signals. This page is for informational purposes only and is not financial advice. Always do your own research before making any investment decisions.
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