Incentive Mechanisms from today
🧵
Babelbit (59): Miners train text-to-speech models, post to Huggingface, and validators sample them on Targon serverless.
Winner-takes-all (or pareto optimal score) across a set of performance scores 1) TTS speed, 2) Accuracy and 3) Tone -- basically attacking Eleven Labs on core metrics.
This will work really well on Bittensor.
Bitrecs (122): Prompt evolution for online shop recommendation. Using the IM to evolve prompts rather than models or agents. Very nice, well constrained IM domain, miners can't overfit, and with query temperatures fixed they can do copy resistance very easily (no variance on evaluation)
Going to use Chutes for cheap inference, good idea. Should see them be SOTA in shop recommendations if done right.
Also first ever prompt evolution strategy on Bittensor.
Autopia (36): GPT-Operator incentive mechanism. Forcing miners to build self contained web agents, hosted OSS on github. Agents will be evaluated on their ability to solve web tasks.
Think: "Ridges for operator agents", parse html, make decisions, know how to query the right models.
OG, first subnet in this domain and have already mastered the synthetic pipeline for websites (this is the crux of the mechanism). Launching the new IM will exponentiate speed to SOTA.
Can't wait to breed the best in class Operators on Bittensor.
5.01K
99
The content on this page is provided by third parties. Unless otherwise stated, OKX is not the author of the cited article(s) and does not claim any copyright in the materials. The content is provided for informational purposes only and does not represent the views of OKX. It is not intended to be an endorsement of any kind and should not be considered investment advice or a solicitation to buy or sell digital assets. To the extent generative AI is utilized to provide summaries or other information, such AI generated content may be inaccurate or inconsistent. Please read the linked article for more details and information. OKX is not responsible for content hosted on third party sites. Digital asset holdings, including stablecoins and NFTs, involve a high degree of risk and can fluctuate greatly. You should carefully consider whether trading or holding digital assets is suitable for you in light of your financial condition.