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I will be at NeurIPS this week! If you want to talk about research, RL, life at @thinkymachines or get some Tinker credits reach out!
Rafael Rafailov @ NeurIPS
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Really cool
We are approaching cyber-superintelligence.
But our systems aren't ready. We must secure our model weights and infrastructure against three new threats: sabotage, escape, and theft.
There is a way forward.
Secure Acceleration:
A Cyberdefense Strategy for SuperintelligenceView quoted post on X
With @tinkerapi RL integration.
We are releasing the Harbor cookbook!View quoted post on X
We designed the Harbor task format to make minimal assumptions about what a task should look like. So we put together a set of reference implementations for building evals and optimizing agents with Harbor.
v1 has 9 task recipes + 2 optimization examples. 🧵
github.com/harbor-framewo…
The Foundation series was my favorite book growing up, building AIs that can accurately model the future and how decisions affect it will be hugely impactful.
Mantic used Tinker to RL gpt-oss-120b on judgmental forecasting; the result outperformed frontier models on event predictions. Combined with @_Mantic_AI's forecasting architecture, task-specific training takes us to the cusp of automated superforecasting.View quoted post on X
It’s a lot of compute!
We are partnering with @nvidia to power our frontier model training and platforms delivering customizable AI.
thinkingmachines.ai/news/nvidia-pa…View quoted post on X
