
Emergent Misalignment in a 1930 Model: What Talkie Reveals About AI Personas
Researchers ran emergent misalignment and subliminal learning on Talkie, a 13B model trained only on pre-1931 text. What worked and what was fragile.

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Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

Researchers ran emergent misalignment and subliminal learning on Talkie, a 13B model trained only on pre-1931 text. What worked and what was fragile.

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