A pawn on the 4th rank is attacked by at least 2 white pieces and not attacked by any black pieces.
SAE concept sae_16368 fires when a pawn on the 4th rank is attacked by at least 2 white pieces and not attacked by any black pieces.. It appears in 4 of 9,950 Climbchess puzzles (0.0%), spanning ELO 1070–2343 (median 2343).
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This page documents A pawn on the 4th rank is attacked by at least 2…, 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:
A pawn on the 4th rank is attacked by at least 2 white pieces and not attacked by any black pieces.
This pattern fires in 4 of our 9,950 tagged puzzles. The puzzles where it appears span ELO 1070 to 2343, with a median rating of 2343. That distribution tells you whether this is a beginner cue or a master-level subtlety.
Pattern statistics
| Concept ID | sae_16368 |
|---|---|
| Puzzles where it fires | 4 |
| Min ELO | 1070 |
| Median ELO | 2343 |
| Max ELO | 2343 |
| Coverage | 0.04% 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 4 puzzles spanning the rating distribution. Each links to its own page with full move list and related concepts.
- Puzzle yGWis_M — ELO 1070, themes: arabianMate, endgame, mate, side to move: White
- Puzzle 01mWJ_M — ELO 2151, themes: crushing, endgame, master, side to move: Black
- Puzzle zzAne — ELO 2343, themes: advantage, endgame, fork, side to move: Black
- Puzzle zzAne_F — ELO 2343, themes: advantage, endgame, fork, side to move: White
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_16368?
A pawn on the 4th rank is attacked by at least 2 white pieces and not attacked by any black pieces. 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 4 tagged puzzles (0.0% of the set), spanning Lichess ELO 1070 to 2343 with a median of 2343.
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.