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Drop7 Research

▲ 11 points • 1 comments • by primitivesuave • 17h ago • HN discussion ↗

Pangram verdict · v3.3

We believe this text is mainly AI, with some human-written content.

94 %

AI likelihood · overall

AI
6% human-written 94% AI-generated
SEGMENTS · HUMAN 2 of 2
SEGMENTS · AI 0 of 2
WORD COUNT 112
PEAK AI % 0% · §2
Analyzed
Oct 23
backend: pangram/v3.3
Segments scanned
2 windows
avg 56 words each
Distribution
6 / 94%
human / AI fraction
Verdict
AI
Pangram v3.3

Article text · 112 words · 2 segments analyzed

Human AI-generated
§1 Human · 0%

What is the best strategy in a game with chance?Drop7 is widely considered the greatest puzzle game of all time[1]. The goal of this research is to find an autonomous strategy for playing the game as well as a human can.An experienced human player can score a million points in this game with the right long-term strategic thinking. The strongest research candidate so far (learned lookup tables inside a depth-4 search) averaged 516,155 points over 512 games it had never seen, where the same depth-4 expectimax with its hand-written leaf averaged 382,567 on those same games.

§2 Human · 0%

Both are well under a million, so the research problem is very much still open.New here?