Goodfire AI's Silico Replicates Classic Interpretability Papers
Agentic platform Silico replicated three causal interpretability papers from single prompts without original code.
GoodfireAI's official account reported that its agentic research platform Silico autonomously replicated three established causal interpretability papers—Interpretability in the Wild, ROME, and Mixing Mechanisms—without access to the authors' code. Each replication began from a single prompt and proceeded independently. The announcement was shared by academic Kosta Derpanis. The event highlights an early demonstration of agentic systems performing independent research replication tasks in the interpretability domain.
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2 posts, first seen 28d ago
Goodfire AI's Silico Replicates Classic Interpretability Papers
Agentic platform Silico replicated three causal interpretability papers from single prompts without original code.
GoodfireAI's official account reported that its agentic research platform Silico autonomously replicated three established causal interpretability papers—Interpretability in the Wild, ROME, and Mixing Mechanisms—without access to the authors' code. Each replication began from a single prompt and proceeded independently. The announcement was shared by academic Kosta Derpanis. The event highlights an early demonstration of agentic systems performing independent research replication tasks in the interpretability domain.
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2 postsGO 
Goodfire@GoodfireAIWe asked our agentic research platform Silico to replicate three classic causal interpretability papers without the authors' code - Interpretability in the Wild, ROME, and Mixing Mechanisms. One prompt each, then we let it run autonomously. (1/3)
- likes: 214
- replies: 3
- bookmarks: 133
- reposts: 25
GO Goodfire@GoodfireAIWe asked our agentic research platform Silico to replicate three classic causal interpretability papers without the authors' code - Interpretability in the Wild, ROME, and Mixing Mechanisms. One prompt each, then we let it run autonomously. (1/3)
- likes: 214
- replies: 3
- bookmarks: 133
- reposts: 25