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Naturally, having more time to ponder each move lets skilled players figure out better decisions and avoid errors one might make when there is a pressing time limit, with more time allowing more informed moves.

However, we're also just human, and even the smartest chess players have imperfect memory and ability to envision deeper and deeper decision trees, so at some point the benefits of additional time would become negligible. In general, how much time per move would be sufficient such that increasing it further would not result in a noticeable improvement at the grandmaster level?

I'd like to focus on just the human computation aspect, so you can ignore fatigue or attention-span effects from spending many hours on a single chess game.

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    A definitive answer requires a finite limit on/measurement of human computational ability. I'm not sure that's possible; but hopefully someone can give a range/estimate based off some data?
    – TCooper
    Commented Oct 25, 2021 at 21:43
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    Well, there were errors even in postal chess, in the pre-computer time...(At least one could experimentally solve the same questions for computers and then extrapolate.) Commented Oct 26, 2021 at 8:15
  • I really love this question. I imagine the answer, assuming that the player had no competing demands on their time, and was sufficiently motivated, would be in the months. I mean, essentially they would be launching a research project each move, spending weeks analysing all the different lines etc. If they were allowed to take notes, maybe there would be no real limit. Commented Nov 1, 2021 at 9:04
  • @SteveBennett I imagine note-taking is not admissible. That being the case, human memory capacity is very limited and the answer would be quickly reached (let's say, a couple of hours per move). If note-taking is possible, the next limit would be motivation to keep exploring different lines for months per move, as you say. However, working 24/7, I doubt humans would be motivated to perform well analysing months per move trying to collate all notes on paper and make sense of them after. A few days per move is probably still the max I'd guess. Commented Apr 21, 2022 at 20:51

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I'd like to focus on just the human computation aspect, so you can ignore fatigue or attention-span effects from spending many hours on a single chess game.

I find this hard, because human capabilities are a big factor in setting time limits for a game.

Let's assume that a GM-level player makes their best move after about 20 minutes of thinking.

40 moves with 20 minutes per move, per player, is 40 * 20 * 2 = 1600 minutes of play, about 26 hours.

A human player is unlikely to enjoy or perform well for longer than 7 hours.

The increment is there so a player has enough time to make their move, press the clock and write down the move on the scoresheet.

To avoid crazy timescrambles where pieces fly everywhere.

To keep time trouble civilized.

Another aspect is bathroom visits. If there was a 30 second increment and then every 10th move you get a 5 minute increment, that move would give you a bathroom break. Now that would increase quality of play, because you can end up stuck at the board playing only on increment while holding back your bathroom needs.

The human body, its capabilities, its needs, are a key aspect for answering this question.

I don't have a better answer than this for now.

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