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queen-3530: bee work for #3530 - #3649

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Sep 16, 2026
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queen-3530

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Closes #3530

Published from the swarm's container by queen_publish.py. The container holds no push credential by design; this branch was exported as a git bundle and pushed from outside it.

Base: origin/master
Files: specs/ml/activation/gelu_activation.t27

Not merged automatically. A spec match does not close an issue on its own - generation, tests and review are required.

- Implement forward() function with both exact (erf) and approximate (tanh) forms
- Implement backward() function with derivatives for both forms
- Add comprehensive test coverage for both functions
- Use declared constants SQRT_2_OVER_PI and SQRT_PI_OVER_2
- Branch on config.approximate in both functions
- Ensure element-wise slice operations with proper bounds checking

Resolves #3530

Closes #3530
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📓 NotebookLM Notebook linked to this PR

This notebook contains session context, decisions, and artifacts for this work.

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PR Dashboard

Generated at: 2026-09-15 14:49:09 UTC

Summary

Status Count
Total Open PRs 50
PRs with Failing Checks 30
PRs with All Checks Green 20
READY 1
FAILING 30
PENDING 0
NO CHECKS YET 0

These columns do not partition: 1 + 30 + 0 + 0 = 31, and there are 50 open PRs. A PR is being counted twice or not at all.

Seal Status

  • ⚠️ STALE -- sha256(compiler.rs)=7cab95c431bc != manifest seal=87e5cbd3ad94.
    The committed NMSE numbers were certified against an older compiler.rs.
    Run scripts/reseal-check.sh locally for the two-step reseal command (advisory; not a merge gate).

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📓 NotebookLM Notebook linked to this PR

This notebook contains session context, decisions, and artifacts for this work.

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PR Dashboard

Generated at: 2026-09-15 15:49:07 UTC

Summary

Status Count
Total Open PRs 50
PRs with Failing Checks 20
PRs with All Checks Green 30
READY 1
FAILING 20
PENDING 0
NO CHECKS YET 0

These columns do not partition: 1 + 20 + 0 + 0 = 21, and there are 50 open PRs. A PR is being counted twice or not at all.

Seal Status

  • ⚠️ STALE -- sha256(compiler.rs)=7cab95c431bc != manifest seal=87e5cbd3ad94.
    The committed NMSE numbers were certified against an older compiler.rs.
    Run scripts/reseal-check.sh locally for the two-step reseal command (advisory; not a merge gate).

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Implement forward and backward in specs/ml/activation/gelu_activation.t27

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