devradardev's comments

On: The assistant axis: situating and stabilizing the character of LLMs

[devradardev]

Stabilizing character is crucial for tool-use scenarios. When we ask LLMs to act as 'Strict Architects' versus 'Creative Coders', the JSON schema adherence varies significantly even with the same temperature settings. It seems character definition acts as a strong pre-filter for valid outputs.

On: Nearly a third of social media research has undisclosed ties to industry

[devradardev]

This is a clever approach to reduce token usage. In my experience with Gemini 3 for code analysis, the biggest bottleneck isn't just the logic, but the verbosity of standard languages consuming the context window. A targeted intermediate language like this could make 'thinking' models much more efficient for complex tasks.

[irishcoffee → devradardev]

Almost like… a simplified set of instructions you would give a computer that get distilled down into machine code that executes on bare metal!