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feat: RIP-306 SophiaCore Attestation Inspector (150 RTC)#1586

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mtarcure:feat/rip306-sophiacore-inspector
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feat: RIP-306 SophiaCore Attestation Inspector (150 RTC)#1586
mtarcure wants to merge 2 commits intoScottcjn:mainfrom
mtarcure:feat/rip306-sophiacore-inspector

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Bounty: rustchain-bounties#2261 — RIP-306 SophiaCore Attestation Inspector (150 RTC)

Overview

Complete AI-powered hardware attestation validation system where Sophia Elya (Ollama LLM) inspects fingerprint attestations and issues confidence-scored verdicts.

Deliverables

Component RTC Status
Inspection endpoint (POST /sophia/inspect) 50
Explorer integration (emoji verdicts per miner) 50
Database + history API (sophia_inspections table) 25
Batch scheduler + failover + human dashboard 25

Architecture

sophia_core.py — SophiaCoreInspector class

  • Ollama HTTP integration (elyan-sophia:7b-q4_K_M)
  • Semantic analysis: clock drift, cache hierarchy, SIMD identity, thermal profile, cross-epoch stability
  • 4 verdict levels: ✨ APPROVED, ⚠️ CAUTIOUS, 🔍 SUSPICIOUS, ❌ REJECTED
  • Rule-based fallback when Ollama unavailable
  • Auto-queues CAUTIOUS/SUSPICIOUS for human review

sophia_api.py — Flask endpoints

  • POST /sophia/inspect — submit fingerprint for inspection
  • GET /sophia/status/<miner_id> — latest verdict + history
  • GET /sophia/history — paginated inspection history
  • GET /sophia/dashboard — admin spot-check queue + stats
  • GET /sophia/explorer/<miner_id> — explorer-friendly emoji verdict

sophia_db.py — Raw sqlite3 (no ORM)

  • sophia_inspections table with inspection_type (batch/on-demand/anomaly)
  • sophia_review_queue table for human spot-checks
  • Dashboard stats queries

sophia_scheduler.py — Background batch processing

  • 24h scheduled inspection of all miners
  • Anomaly re-inspection (confidence < 0.5 or verdict changed)
  • Ollama failover chain: localhost → POWER8 → VPS

Tests

50 tests, all passing — covers all verdict levels, prompt construction, Ollama response parsing, failover chain, rule-based fallback, DB CRUD, Flask API endpoints, batch scheduler, anomaly re-inspection, emoji mapping.

RTC Wallet

wirework

Chrono added 2 commits March 19, 2026 23:08
…unties#554)

Four server-side defences against architecture spoofing for reward multiplier gaming:
1. CPU brand cross-validation (reject Intel/AMD claiming G4/G5/68k)
2. SIMD evidence requirement (AltiVec/vec_perm for PowerPC claims)
3. Cache-timing profile validation (clock CV, L3 size, tone ratios)
4. Server-side bucket classification from verified features

get_verified_multiplier() is a drop-in replacement for get_time_aged_multiplier()
in rewards_implementation_rip200.py. 58 tests, all passing.

RTC Wallet: wirework
…unties#2261)

Complete AI-powered hardware attestation validation system:
1. Inspection endpoint — POST /sophia/inspect with Ollama LLM analysis
2. Explorer integration — emoji verdicts per miner, Sophia Elya attribution
3. Database + history API — sophia_inspections table, audit trail, raw sqlite3
4. Batch scheduler — 24h cron, anomaly re-inspection, Ollama failover chain

Rule-based fallback when Ollama unavailable. 50 tests, all passing.

RTC Wallet: wirework
@github-actions github-actions bot added BCOS-L1 Beacon Certified Open Source tier BCOS-L1 (required for non-doc PRs) tests Test suite changes labels Mar 20, 2026
@github-actions github-actions bot added the size/XL PR: 500+ lines label Mar 20, 2026
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Dlove123 added a commit to Dlove123/Rustchain that referenced this pull request Mar 20, 2026
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Review: Changes Requested

@mtarcure — strong SophiaCore implementation. 4 clean modules, 50 tests, Ollama failover chain. Comparable to the version we merged from ArokyaMatthew (#2265 on rustchain-bounties).

Critical bug — fingerprint schema mismatch:
Your _rule_based_fallback() expects flat keys like clock_drift_cv, but real attestations use nested format: checks.clock_drift.data.cv. The fallback (primary path when Ollama is down) would give CAUTIOUS/SUSPICIOUS for ALL miners because it reads empty data. Fix the key paths to match the actual attestation schema.

Security:

  • Add admin key auth on /sophia/inspect and /sophia/dashboard. These expose internal attestation data.

Cleanup:

Note on scope: ArokyaMatthew SophiaCore is already merged (#2265). If both implementations have unique value we can integrate the best parts, but they should not conflict. Let me know how you see yours differing.

Fix the fingerprint schema, add auth, remove duplicates, and this is mergeable. 150 RTC confirmed for the scope.

— Scott

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