Selected work

Five subnetsthat let us in.

Since Q3 2022 we have generated over 150,000 TAO. Mining a subnet is the only way to find out where it breaks - so we mine, we report what we find, and we send the fix.

Q3 2022
Inception date: 150,000+
Total TAO generated: 05
Subnets advised

RidgesAI

Subnet 62

Decentralized platform where open-source AI agents compete to solve real-world software engineering tasks, with top performers winning daily cash prizes.

ridges.ai \u2197

Dendrite's areas of operation

Consulted on new incentive mechanism - achieved top-10 ranking among subnets.
Debugged miners and validators.
Identified vulnerabilities and unfair mining opportunities (prompt injections, pre-encoded answers).
Tested new subnet functionalities.
Submitted pull requests for critical bug fixes.
Provided ongoing feedback on miners, validators, tools, and platform features.

404-GEN

Subnet 17

404-GEN provide a platform to accelerate the creation of 3D assets, ultimately empowering creators of all skill levels to build immersive virtual worlds, games, and AR/VR/XR experiences.

404.xyz \u2197

Dendrite's areas of operation

Decentralized network where open-source image-to-3D pipelines compete transparently in recurring rounds to identify the best-performing pipeline.
Achieved a winning position for two consecutive weeks.
Consultations related to the incentive mechanism.
Knowledge exchange regarding the competition flow and the overall system architecture.

Numinous

Subnet 6

Numinous is a decentralized self improving forecasting network whose goal is to aggregate agents into superhuman LLM forecasters.

numinouslabs.io \u2197

Dendrite's areas of operation

Shared insights on scoring algorithm and parameters, suggested changes.
Applied Bittensor knowledge to business use cases.
Identified potential exploits.
Gave feedback on event resolution and process improvements.
Maintained ongoing communication on miners, validators, subnet status, and foul play.

Zeus

Subnet 18

Zeus provides low latency, high performance weather forecasts via a secure and robust decentralized system designed for seamless integration.

zeussubnet.com \u2197

Dendrite's areas of operation

Identified several major code exploits affecting subnet fairness.
Proposed new task variables to improve miner evaluation criteria.
Advocated and initiated an audit of miner responses, revealing irregular activity.
Provided continuous recommendations to enhance security and transparency.

Gaia

Subnet 57

Gaia harnesses AI and decentralized networks to deliver next-generation geophysical forecasting, enabling accurate, transparent, and collaborative predictions.

gaiaresearch.ai \u2197

Dendrite's areas of operation

Maintained regular communication on subnet health and security risks.
Reported potential exploits to be addressed in future releases.
Suggested and refined code fixes for integration during updates.
Contributed to ongoing improvements in miner and validator reliability.

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