Manuel Machuca

@ScaleAILabs This is happening at one of the companies; we need you to look into it. youtube.com/watch?v=8M4ODr…

Today we're releasing HiL-Dynamics, the first open-source tool that measures how production agents actually collaborate with humans under uncertainty. Not just whether they got the answer. Now you can measure exactly when your agent asks for help, when it makes assumptions, and when it'll confidently ship the wrong answer. Our findings 🧵

@alexandr_wang This is happening at one of the companies; we need you to look into it. youtube.com/watch?v=8M4ODr…

1/ today we're releasing muse spark, the first model from MSL. nine months ago we rebuilt our ai stack from scratch. new infrastructure, new architecture, new data pipelines. muse spark is the result of that work, and now it powers meta ai. 🧵

The worst part is that they have multiple accounts, something that is prohibited on the platform.

The corruption of Remotosk by the TL (Lead Leaders) @scale_AI @alexandr_wang drive.google.com/file/d/1-eTXSk… drive.google.com/file/d/1eG2Mo-…

Here's a clear example: a 3D task with 500 annotations costs $130, but they only pay us $40 at most. We endure mistreatment, abuse, and even threats from them because we can't ask about payment or complain without getting banned.