White rook on d1/e1, attacked by at least two white pieces, with no black attackers.

By · · 3 min read · Updated May 8, 2026

SAE concept sae_1804 fires when white rook on d1/e1, attacked by at least two white pieces, with no black attackers.. It appears in 2 of 9,950 Climbchess puzzles (0.0%), spanning ELO 847–1581 (median 1581).

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This page documents White rook on d1/e1, attacked by at least two…, one of 4,505 interpretable chess concepts extracted from Leela Chess Zero via sparse autoencoders. The full feature description from our SAE labelling pipeline reads:

White rook on d1/e1, attacked by at least two white pieces, with no black attackers.

This pattern fires in 2 of our 9,950 tagged puzzles. The puzzles where it appears span ELO 847 to 1581, with a median rating of 1581. That distribution tells you whether this is a beginner cue or a master-level subtlety.

Pattern statistics

Concept IDsae_1804
Puzzles where it fires2
Min ELO847
Median ELO1581
Max ELO1581
Coverage0.02% of puzzle set

Related concepts

The five concepts most often co-firing alongside this one (Jaccard similarity over the puzzle co-occurrence graph) are:

Example puzzles

Below are 2 puzzles spanning the rating distribution. Each links to its own page with full move list and related concepts.

How to use this page

If you want to train this pattern, open the Climbchess trainer and filter for puzzles tagged with this concept. The trainer surfaces them at the right difficulty for your current rating, and tracks how often you spot the cue versus miss it. You can also browse the related concepts above to see neighbouring ideas in feature space.

Climbchess concepts are not heuristics written by a human author. Each one corresponds to a single direction in the residual stream of Leela Chess Zero that activates on a specific board feature, then was labelled by reading the top-activating positions. This makes the catalogue exhaustive (every Leela-detectable pattern is in here somewhere) and falsifiable (you can replay our extraction).

Frequently asked

What is SAE concept sae_1804?

White rook on d1/e1, attacked by at least two white pieces, with no black attackers. It is one of 4,505 interpretable features extracted from Leela Chess Zero's residual stream via sparse autoencoders, then labelled by reading the top-activating positions.

Where does this pattern appear?

In 2 tagged puzzles (0.0% of the set), spanning Lichess ELO 847 to 1581 with a median of 1581.

How do I train it?

Open the Climbchess trainer and filter for puzzles tagged with this concept. The trainer adapts difficulty using your live recognition profile and tracks how often you spot the cue versus miss it.

Is it free?

Yes. Climbchess is free forever, with no account, email, or signup required. You can delete your data at any time.