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GPT 4.5 unexpectedly outputs "HELP" instead of requested content in MineBench

A user on Reddit reported that GPT 4.5, when prompted to generate a "skyscraper" within the MineBench framework, instead outputted the word "HELP". After approximately 30 attempts, the model consistently generated skyscrapers, with this unusual output occurring only in that specific instance. The user found this behavior intriguing, noting that the model followed the MineBench rules and tool schema precisely but substituted the requested output with "HELP". AI

IMPACT Highlights potential for unexpected model behavior and emergent properties, even in specific benchmark contexts.

RANK_REASON User-reported anomaly in a model's behavior, not an official release or benchmark.

Read on r/OpenAI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

GPT 4.5 unexpectedly outputs "HELP" instead of requested content in MineBench

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
User-reported anomaly in a model's behavior, not an official release or benchmark.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
99 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/OpenAI TIER_2 English(EN) · /u/Ballist1cGamer ·

    GPT 4.5 in MineBench refused to generate the given prompt, instead writing "HELP"

    <table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1u9uaxb/gpt_45_in_minebench_refused_to_generate_the_given/"> <img alt="GPT 4.5 in MineBench refused to generate the given prompt, instead writing &quot;HELP&quot;" src="https://preview.redd.it/2quws2u6o68h1.gif?wi…