Viewing profile — adam_rida

i typically run many coding agents side by side and i noticed i never read the wall of tool calls and text and tasks they do, i just want to know if 1) it’s still going 2) what is …

i think that’s exactly the core of the question. There is meaningful decorrelation across models in some domains, like language for instance. but i agree that it’s much less obviou…

thanks! adjusting it now

good catch, on it too now!

exactly, if you ensemble heavily small uncorrelated models (while each being expert on its task) you can get really interesting resutls. on agentic and coding what's make the probl…

removing it now

there are and this what you optimize for. ensemble learning has a long literature on this. you want models that have the most diverse pool of capabilities so they complement each o…

thanks to everyone for taking the time to try Echo and share feedback, this is precisely why i wanted to launch early. i am going to try to address a couple of topics that came up …

looking at it now

looking at it now

The evaluator is public here: https://echo.tracerml.ai/eval/ It currently exposes 907 stored rows across seven benchmark families, with prompts, outputs, grades, and cost records. …

Thanks for checking the individual rows. HumanEval+ is one small code slice, not the whole basis for the launch claim. The public evaluator currently contains 907 rows across seven…

You are right that the privacy wording was too broad. We are fixing it now so it states explicitly that Echo does not use customer prompts, files, chats, or outputs to train or fin…

I’ve been building Echo ( https://echo.tracerml.ai/ ), an experiment in making one AI system out of a pool of open-weight models rather than choosing a single model and using it fo…

very cool

thanks, apologies for the broken link This one should work: https://www.theregister.com/ai-and-ml/2026/06/14/ai-is-code-...

Apologies, the submitted link seems broken. Actual link: https://www.theregister.com/ai-and-ml/2026/06/14/ai-is-code-...

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