The 'Blockers to the Singularity' - and the plans to remove them - OpenAI paper

A double-length vid on all the juiciest bits from OpenAI's most recent paper, as well as my framework on the blockers to the singularity. A little bit of Math on why GenAI hallucinates, and why scale is not all you need, plus the crazy Google AlphaSoftware paper.

Paper: https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf

AGI Quote: https://x.com/hyhieu226/status/1968378785709133915

Alternate Analysis: https://x.com/iamtrask/status/1964403351116009671

Wolfram: https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/

Ilya: https://www.reddit.com/r/OpenAI/comments/1g1hypo/ilya_sutskever_says_predicting_the_next_word/

Framework: https://gemini.google.com/share/f4b9c85a6ae9

Situational Awareness: https://situational-awareness.ai/from-gpt-4-to-agi/

Reversal Curse: https://arxiv.org/pdf/2309.12288

Alphasoftware, aka Empirical Software: https://arxiv.org/pdf/2509.06503