Researcher Argues Pretraining Efficiency Gains Can Be Disclosed Without Helping Rivals

Researcher Elie Bakouch argues there is a spectrum between secrecy and openness: disclosing pretraining efficiency gains would not meaningfully help rivals or leak core IP, so such results should be made public.

2026-11-06 ~ 2026-11-06 · 3 related posts

• Cohere researcher: labs should share validation loss and idea throughput, not efficiency gains — eliebakouch · 2026-11-06
• HF's Elie Bakouch: Sharing pre-training efficiency gains wouldn't really help rivals — eliebakouch · 2026-11-06
• HF researcher argues disclosing pretraining efficiency gains leaks no core IP — eliebakouch · 2026-11-06