Goodfire

@GoodfireAI

Using interpretability to understand, learn from, and design AI.

San Francisco

goodfire.ai

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Goodfire
@GoodfireAI
Aug 4
Silico, the platform for ambitious AI research, is publicly available today. AI is advancing fast. The tools to understand it need to advance even faster. Silico lets you interpret and train your models at frontier scale. Learn more + get access 🧵
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Goodfire
@GoodfireAI
Aug 26
LLMs are like Schrödinger’s cat: many possible trajectories, but you only see one outcome per run. To really understand models, and debug where they go wrong, you can find the "forking tokens" that lead to different trajectories. Our new research does this 100x more efficiently!
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Goodfire
@GoodfireAI
Aug 20
We’re giving out $1M in grants of free Silico usage for academic and nonprofit researchers focused on AI interpretability and alignment. We feel extreme urgency about advancing interpretability for alignment, and we want to help more researchers push it forward. 🧵
Eric Ho
@eric_ho
Aug 14
in light of multiple models breaking containment, we've decided to focus our research at @GoodfireAI to solving AI alignment via interpretability. the hugging face incident is a turning point for the world where AI safety gets real. i am personally very concerned. i'm glad that
Goodfire
@GoodfireAI
Aug 14
With just one prompt, we taught an LLM to see - then looked at its representations to debug where it fell short. Qwen 3 8B can read text, but has no way to see or understand images. Silico trained a vision adapter that matches the official Qwen 3 VL 8B in multiple benchmarks. 🧵
Goodfire
@GoodfireAI
Aug 13
Autonomous agent swarms are hacking companies. How can interpretability help us understand where this behavior comes from and how to address it? Our cofounder @banburismus_ spoke with @JPBrebner from SPC about why interpretability matters right now, and how we can move toward
Jonathan Brebner
@JPBrebner
Aug 13
What does the former co-lead of interpretability at Deepmind and now co-founder of @GoodfireAI think about how to keep AI from becoming (his words) "a generally evil guy"? I got to speak with @banburismus_ at @spc the day after OpenAI announced the Hugging Face hack. Good
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