Latent Phase-Shift Rollback: Inference-Time Error Correction via Residual Stream Monitoring and KV-Cache Steering explores Latent Phase-Shift Rollback (LPSR) is an inference-time technique that corrects unrecoverable reasoning errors in LLMs by monitoring residual streams and steering the KV-cache, significantly improving accuracy without fine-tuning.. Commercial viability score: 7/10 in LLM Inference.
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Canonical ID latent-phase-shift-rollback-inference-time-error-correction-via-residual-stream-monitoring-and-kv-cache-steering | Route /paper/latent-phase-shift-rollback-inference-time-error-correction-via-residual-stream-monitoring-and-kv-cache-steering
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curl https://sciencetostartup.com/api/v1/agent-handoff/paper/latent-phase-shift-rollback-inference-time-error-correction-via-residual-stream-monitoring-and-kv-cache-steeringMCP example
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/buildability/latent-phase-shift-rollback-inference-time-error-correction-via-residual-stream-monitoring-and-kv-cache-steering
Subject: Latent Phase-Shift Rollback: Inference-Time Error Correction via Residual Stream Monitoring and KV-Cache Steering
Verdict
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Dimensions overall score 7.0
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Receipt path
/buildability/latent-phase-shift-rollback-inference-time-error-correction-via-residual-stream-monitoring-and-kv-cache-steering
Paper ref
latent-phase-shift-rollback-inference-time-error-correction-via-residual-stream-monitoring-and-kv-cache-steering
arXiv id
2604.18567
Generated at
2026-04-21T04:18:09.823Z
Evidence freshness
stale
Last verification
2026-04-21T04:18:09.823Z
Sources
3
References
12
Coverage
67%
Lineage hash
6e4a5570cf5927025d5e62e666c96d4bd4b0555157976cb05cfed6c42f00f84e
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12 refs / 3 sources / Verification pending
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proof_status
This equation captures one of the core mathematical components of the system. about to commit a reasoning error, the direction of the residual stream at layer ℓcrit ≈L/
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This equation captures one of the core mathematical components of the system. Apply k-means clustering (k=256) on {∆i} and set δi to the ℓ2-normalised cluster centroid.
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. We pre-compute a basis V = {δ1, . . . , δK} ⊂Rd of K=142 unit-norm steering vectors at
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