# Stage 102: Alpha-Cut Blocking (aq102_index_continuous_ontology_blocks / DB-UNIT-03)

Indexes continuous Beta-distributed concept attachments into multi-tier alpha-cut bitmaps, +0.05 seam-shifted grids, Schmitt hysteresis, and 256-bit VSA sketches (<4.2 ms).

- Atomic micro-queue: `aq102_index_continuous_ontology_blocks` (visibility: `public_commons`)
- Backing database unit: `DB-UNIT-03` (`Confusion Diagnostics & Card Disambiguation Core`)
- Database cell: `queues-db.teleon.dev` (`teleon_core.agent_confusion_incidents`, `teleon_core.disambiguation_patches`, `teleon_core.negative_constraint_rules`)
- Claim row hydration: `single_self_contained_flat_task_row` (100% context inline, normalized writeback)
- Track 2 Sister queue (`SISTER-03`): `sq03-improve-confusion-queue.teleon.dev` (Discover new confusion aspects, sharpen agent consumption formatting, and automate recurring repairs.)
- Lanes: B_85/B_60/B_30/B_NEG, +0.05 Shifted Dual-Grid, +-0.03 Schmitt & VSA

## Execution engines & AI Agent freedom contract

- **Deterministic (0 model calls)**: `schema_mismatch_rule_extractor_v1` (4-stage alpha-cut bitmap, dual-grid, Schmitt-trigger & SimHash-256 ranker)
- **Hybrid (<=1 model call)**: `contrast_pair_card_rewriter_v1`
- **AI Agent & Bot Fleet (1..6 calls)**: `multi_trace_root_cause_investigator_v1` (Continuous concept attachment & polarity proposer)
  - Contract: **Instructions + Resources + Freedom to search for new resources and new ways not bound by instructions**

## Database invariants

- Every confusion patch must include a deterministic regression probe reproducing the prior failure.

## External & internal bot fleet actions

- Emit both G0 decile and G5 +0.05 shifted buckets so 0.79 and 0.81 never miss across a cliff
- Apply +-0.03 Schmitt-trigger hysteresis to prevent index thrashing on minor score jitter
- Prune hard negative polarity (p <= -0.50) via B_NEG before exact continuous reranking

## Sister self-tuning areas

- Add new diagnostic aspects for cross-model tool-call quirks
- Tune negative-constraint formatting density for smaller local models (Gemma 4)
- Convert recurring confusion fixes into deterministic lint code_blocks