AI reads your prompt once, front to back.
Pasting the same prompt a second time underneath improves the answer. The December 2025 paper Prompt Repetition Improves Non-Reasoning LLMs tested seven models from the Gemini, GPT, Claude and DeepSeek families, told not to reason first.
"Draw a 5-a-side soccer court" - This is the story of an experiment in which when the same instructions…
Dropped $200/mo Claude. Swapped Opus 5 for DeepSeek V4 Flash at ~1/20 cost.
Snag: blind—no images/video. Found 2-install hack to add vision: 1/ claude-video 2/ modlens 3/ agent can “watch” Save this. Highest-leverage weekend move.
Ok this is a confirmation that Flash-0731 is also overfit to a harness and doesn’t optimally self-steer by default.
Very interesting test and tool. Btw. Some of you don’t appreciate how *fast and good* DS free web/app is. They don’t raise prices because they’re out of money.
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