RoSh is proposed, a per-language shift and rotation of the residual stream, computed in closed form at three layers, with no training and no weight modified, that improves every model and closes 75% of the gap on average, helping most where the model was worst.
Muhammad Ahmad, Fatemeh Seyedin, Adrian Weller et al.· 0 citations
Examination of the interactions of AI using Large Language Models using Mistral, Llama3, Gemma3, and Phi3 in a public goods game within dynamic network structures offers a preliminary framework for LLM-based simulations in adaptive social networks.
Narges Fardnia, Fatemeh Seyedin, Matthias Becker et al.· 1 citation
LLMs are rapidly embedding themselves into daily life: drafting our emails, managing our schedules, and making decisions on our behalf. As they move from individual tools to participants in multi-agent organizations, an important question arises: do they reproduce the governance failures like free-riding, corruption, a...
Fatemeh Seyedin, Adrian Weller, Jinhyuk Yun et al.· 0 citations
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