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June 23, 2026
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Researchers used math to crack Wordle

Source: Hacker News
Researchers used math to crack Wordle
Tech Daily Byte Analysis

The team, led by Congyu “Peter” Wu, applied information theory to optimize Wordle strategies by selecting guesses that maximize entropy—measuring how much each guess narrows possible solutions. Their method, which achieved a 99% success rate versus 90% for traditional approaches, relies on dynamic feedback analysis rather than static letter frequency. By entering color-coded results into a script, players iteratively reduce uncertainty, even if initial guesses seem “random.” This approach, validated through simulations, demonstrates how abstract mathematical concepts can directly enhance problem-solving efficiency in constrained systems like Wordle.

The study reflects a growing trend of applying information theory to recreational and practical challenges. While similar AI-driven puzzle-solving exists, this work stands out for its educational origins—a student project evolved into a published paper—and its emphasis on pedagogical rigor. Binghamton’s focus on applied systems science is highlighted, as the method transforms a theoretical metric (Shannon entropy) into a real-time decision-making tool. Competing approaches, such as brute-forcing common letters, lack the same adaptability, underscoring the value of entropy-based optimization in reducing guesswork.

Future applications could extend beyond Wordle, such as optimizing search algorithms or diagnostic systems where iterative feedback refines outcomes. However, the method’s reliance on a fixed word list and rules makes it less adaptable to games with evolving parameters. Researchers might next explore how it performs against non-standard Wordle variants or similar puzzles like Nerdle. Additionally, the script-dependent nature of the

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This analysis is based on reporting by Hacker News. Here is a short excerpt for context:

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