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Induction Heads on TinyStories: weak formation

https://sudonull.com/induction-heads-on-tinystories-weak-formation

Experiment shows why TinyStories suppresses Induction Heads in GPT-2. Analysis of SAE, metrics and comparison with Previous Token Heads. Study the impact of the dataset on ICL for your models.

AI scientific judge: 30B outperforms GPT-5.2 in citability

https://sudonull.com/ai-scientific-judge-30b-outperforms-gpt-5-2-in-citability

Learn how Scientific Judge and Thinker models predict arXiv hits from abstracts with 80.6% accuracy. Generalization to domains and self-critique. For AI developers — details of the approach and benchmarks.

GPT-5.4 Pro: counterexample to GCI for non-centered measures

https://sudonull.com/gpt-5-4-pro-counterexample-to-gci-for-non-centered-measures

GPT-5.4 Pro disproved the hypothesis of the Gaussian correlation inequality for shifted Gaussian measures. Counterexample in 2D with strips, generalization to n≥2. Solution details on solveall.org. Study for AI in mathematics.

GPT-4 vs Claude Comparison: Which AI Model Is Best?

https://sudonull.com/gpt-4-vs-claude-comparison-which-ai-model-is-best

Read our data-driven GPT-4 vs Claude comparison covering accuracy, coding, hallucinations, and cost. Discover which AI model fits your needs in 2026.

From other projects

OpenAI GPT-Rosalind: AI Model for Faster Drug Research

https://ymaho.com/openai-gpt-rosalind-ai-model-for-faster-drug-research

OpenAI launched GPT-Rosalind to accelerate medical research. Learn how this biology-focused AI works, why access is restricted, and what it means for future treatments.

AI in diagnostics: errors up to 80% and GPT-5 hallucinations

https://ymaho.com/ai-in-diagnostics-errors-up-to-80-and-gpt-5-hallucinations

Neural networks make mistakes in 80% of cases in differential diagnosis, and GPT-5 produces hallucinations in 65%. Find out why AI is not yet ready to replace a doctor, and where it is truly useful.

Sam Altman's $180M Investment in Anti-Aging via AI and Cells

https://ymaho.com/sam-altman-s-180m-investment-in-anti-aging-via-ai-and-cells

Analysis of Sam Altman's investments in Retro Biosciences, GPT-4b micro AI model, and cellular reprogramming. Real prospects, risks, and competitors. Read details.

From the web

ChatGPT

https://chatgpt.com/

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GPT-4 | OpenAI

https://openai.com/index/gpt-4/

Mar 14, 2023 · GPT-4 is more creative and collaborative than ever before. It can generate, edit, and iterate with users on creative and …

Introducing ChatGPT - OpenAI

https://openai.com/index/chatgpt/

Nov 30, 2022 · We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it …

Download ChatGPT

https://chatgpt.com/download/

Download the ChatGPT app for Windows, Mac, iPhone, and Android. Access ChatGPT Work and Codex, use voice conversations, …

Generative pre-trained transformer - Wikipedia

https://en.m.wikipedia.org/wiki/Generative_Pre-trained_Transformer

Original GPT model A generative pre-trained transformer (GPT) is a type of large language model (LLM) [1][2][3] that is widely used …

Use ChatGPT | ChatGPT Learn

https://learn.chatgpt.com/docs/use-chatgpt

Use Chat to ask questions, brainstorm, draft or revise text, summarize files, compare options, or clarify a larger task. In Codex, point …

ChatGPT - Wikipedia

https://en.m.wikipedia.org/wiki/ChatGPT

ChatGPT is a generative AI chatbot developed by OpenAI. Originally released on November 30, 2022, the product uses large …

ChatGPT Learn

https://learn.chatgpt.com/

Use ChatGPT for ambitious work, creative projects, and software development.

OpenAI Platform

https://platform.openai.com/apps

Interact with our flagship language models in a conversational interface

ChatGPT Classic - Free download and install on Windows | Microsoft …

https://apps.microsoft.com/detail/9nt1r1c2hh7j

The official ChatGPT desktop app brings you the newest model improvements from OpenAI. Do more on your PC with ChatGPT: · …

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