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![neural_avb Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1754194661084983296.png) AVB [@neural_avb](/creator/twitter/neural_avb) on x 1833 followers
Created: 2025-07-17 00:25:00 UTC

Not really. SIMBA or other DSPy optimizers inputs a dataset and a metric function to update prompts.

Refine generates an output from the LM, checks reward and sends the LLM additional advice about how to change the output for better reward.

It’s kinda self reflection with a reward module.


XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945640845161402461/c:line.svg)

**Related Topics**
[llm](/topic/llm)

[Post Link](https://x.com/neural_avb/status/1945640845161402461)

[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.]

neural_avb Avatar AVB @neural_avb on x 1833 followers Created: 2025-07-17 00:25:00 UTC

Not really. SIMBA or other DSPy optimizers inputs a dataset and a metric function to update prompts.

Refine generates an output from the LM, checks reward and sends the LLM additional advice about how to change the output for better reward.

It’s kinda self reflection with a reward module.

XXX engagements

Engagements Line Chart

Related Topics llm

Post Link

post/tweet::1945640845161402461
/post/tweet::1945640845161402461