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![cortensor Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1802916496789929984.png) Cortensor [@cortensor](/creator/twitter/cortensor) on x 3829 followers
Created: 2025-07-21 12:08:11 UTC

🛠️ DevLog – CognitiveLevel Support Enabled in Miner Runtime (cortensord)

We've shipped a new update to the cortensord binary enabling CognitiveLevel (Node Level) awareness and recursive inference execution.

🔹 What's New:
- Miners now fetch their level from the CognitiveLevel module at session start.
- Based on the assigned level, cortensord performs recursive inference (e.g., Level X → X inference rounds).
- Extended output is submitted through the standard precommit/commit flow.

🔹 Why It Matters:
This unlocks tiered workloads and forms the base for adaptive Proof-of-Inference - where miners take on tasks proportional to their performance and reliability.

🔹 What's Next:
- Continued testing of recursive inference under real session timing.
- Oracle-side validation logic to assess accuracy and trigger upgrades/downgrades.
- Deeper integration with validator v1 and node-level history tracking.

Stay updated and keep your nodes online - adaptive routing is just getting started.



#Cortensor #DevNet6 #CognitiveLevel #PoUW #AIInfra #DePIN #DevLog


XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947267359749861410/c:line.svg)

**Related Topics**
[prize](/topic/prize)
[inference](/topic/inference)
[cortensor](/topic/cortensor)

[Post Link](https://x.com/cortensor/status/1947267359749861410)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

cortensor Avatar Cortensor @cortensor on x 3829 followers Created: 2025-07-21 12:08:11 UTC

🛠️ DevLog – CognitiveLevel Support Enabled in Miner Runtime (cortensord)

We've shipped a new update to the cortensord binary enabling CognitiveLevel (Node Level) awareness and recursive inference execution.

🔹 What's New:

  • Miners now fetch their level from the CognitiveLevel module at session start.
  • Based on the assigned level, cortensord performs recursive inference (e.g., Level X → X inference rounds).
  • Extended output is submitted through the standard precommit/commit flow.

🔹 Why It Matters: This unlocks tiered workloads and forms the base for adaptive Proof-of-Inference - where miners take on tasks proportional to their performance and reliability.

🔹 What's Next:

  • Continued testing of recursive inference under real session timing.
  • Oracle-side validation logic to assess accuracy and trigger upgrades/downgrades.
  • Deeper integration with validator v1 and node-level history tracking.

Stay updated and keep your nodes online - adaptive routing is just getting started.

#Cortensor #DevNet6 #CognitiveLevel #PoUW #AIInfra #DePIN #DevLog

XXXXX engagements

Engagements Line Chart

Related Topics prize inference cortensor

Post Link

post/tweet::1947267359749861410
/post/tweet::1947267359749861410