Detects a pawn that is attacked by an enemy piece, but not defended by a friendly piece.

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

SAE concept sae_10163 fires when detects a pawn that is attacked by an enemy piece, but not defended by a friendly piece.. It appears in 2 of 9,950 Climbchess puzzles (0.0%), spanning ELO 948–948 (median 948).

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This page documents Detects a pawn that is attacked by an enemy…, 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:

Detects a pawn that is attacked by an enemy piece, but not defended by a friendly piece.

This pattern fires in 2 of our 9,950 tagged puzzles. The puzzles where it appears span ELO 948 to 948, with a median rating of 948. That distribution tells you whether this is a beginner cue or a master-level subtlety.

Pattern statistics

Concept IDsae_10163
Puzzles where it fires2
Min ELO948
Median ELO948
Max ELO948
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_10163?

Detects a pawn that is attacked by an enemy piece, but not defended by a friendly piece. 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 948 to 948 with a median of 948.

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.