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Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Jul 15, 2026 · Artificial Intelligence

How a Simple Prompt Boost Landed a Paper at ICML 2026 and Sparked Online Debate

A paper accepted to ICML 2026 introduces Verbalized Sampling, a prompt‑only technique that dramatically improves large‑language‑model output diversity by addressing mode collapse through typicality bias, achieving 1.6–2.1× more varied generations without sacrificing accuracy, while igniting polarized discussion on Reddit.

ICML 2026Large Language ModelsMode Collapse
0 likes · 9 min read
How a Simple Prompt Boost Landed a Paper at ICML 2026 and Sparked Online Debate
Machine Heart
Machine Heart
May 8, 2026 · Artificial Intelligence

Why ChatGPT Repeats ‘I’ll Steadily Catch You’ – Mode Collapse & Sycophancy

The article examines why ChatGPT frequently uses the phrase “I’ll steadily catch you,” linking it to mode collapse, post‑training feedback loops, and AI sycophancy, while citing WIRED coverage, a Science‑cover paper, and examples of meme propagation and a developer’s open‑source “Jiezhu” tool.

AI sycophancyChatGPTLarge Language Models
0 likes · 9 min read
Why ChatGPT Repeats ‘I’ll Steadily Catch You’ – Mode Collapse & Sycophancy