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Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 09:23

How confessions can keep language models honest

Published:Dec 3, 2025 10:00
1 min read
OpenAI News

Analysis

The article highlights OpenAI's research into a novel method called "confessions" to enhance the honesty and trustworthiness of language models. This approach aims to make models more transparent by training them to acknowledge their errors and undesirable behaviors. The focus is on improving user trust in AI outputs.
Reference

OpenAI researchers are testing “confessions,” a method that trains models to admit when they make mistakes or act undesirably, helping improve AI honesty, transparency, and trust in model outputs.

Research#consciousness📝 BlogAnalyzed: Dec 29, 2025 17:51

Christof Koch on Consciousness: A Summary of the Lex Fridman Podcast

Published:Sep 2, 2018 01:57
1 min read
Lex Fridman Podcast

Analysis

This article summarizes a conversation with Christof Koch on the Lex Fridman podcast, focusing on consciousness within the context of an MIT course on Artificial General Intelligence. The article highlights Koch's background as President and Chief Scientific Officer of the Allen Institute for Brain Science, his academic history at CalTech, and his significant impact in the field, evidenced by over 105,000 citations. It also mentions his book "Consciousness: Confessions of a Romantic Reductionist." The article serves as a brief introduction to the podcast, directing readers to Lex Fridman's website and social media for further information and video versions of the conversation.
Reference

The article doesn't contain a direct quote.