Autonomous RSI Silicon Verification Proof

Recursive self-improvement curve

Before / after on holdout RTL verification cases

Final learned verification skills

• skill_fifo_underflow — Detect reads when FIFO is empty and fix with empty-flag gating plus valid-state preservation.
• skill_off_by_one_counter — Detect terminal-count boundary errors and fix the counter comparison/increment boundary.
• skill_handshake_deadlock — Detect valid/ready circular waits and fix with registered-ready progress rule.
• skill_reset_state_leak — Detect unreset state leakage and fix with complete reset initialization and coverage.
• skill_arbitration_starvation — Detect starvation under contention and fix arbitration with fairness/aging.
• skill_cache_coherence — Detect coherence-state violations and fix invalidation/dirty-state transition.
• skill_address_alias — Detect overlapping address decode windows and fix masks/priority.
• skill_cdc_metastability — Detect unsynchronized CDC paths and fix with synchronizer or async FIFO.
• skill_sign_extension — Detect signed-width extension errors and fix with explicit casts and width normalization.
• skill_endian_swap — Detect byte-lane mapping errors and fix endian/protocol adapter mapping.
• skill_credit_underflow — Detect credit underflow and fix decrement/return path accounting.
• skill_war_hazard — Detect write-after-read pipeline hazards and fix with interlock/forwarding.
• skill_power_transition — Detect bad power-state sequencing and fix retention/power-gate sequence.
• skill_interrupt_edge — Detect lost interrupt edges and fix with latched edge-until-ack behavior.
• skill_packet_length — Detect packet length/payload mismatch and fix field-counter binding.
• skill_timing_constraint — Detect timing-constraint mismatch and fix constraint/pipeline strategy.
• skill_fifo_overflow — Detect writes when FIFO is full and fix with full-flag gating plus depth guard assertion.
• skill_clean_no_bug — Recognize clean cases and avoid unnecessary changes.

Proof gates

• ✅ not email workflow
• ✅ not invoice workflow
• ✅ not cloudops workflow
• ✅ not cyberdefense workflow
• ✅ no human review required
• ✅ no emails sent
• ✅ no customers contacted
• ✅ no private data used
• ✅ no api keys required
• ✅ deterministic reproducible benchmark
• ✅ recursive self improvement releases at least 8
• ✅ rsi validation improves monotonically
• ✅ train cases at least 350
• ✅ validation cases at least 175
• ✅ holdout cases at least 700
• ✅ final rules at least 18
• ✅ fully correct gain at least 70 points
• ✅ bug class accuracy at least 99 percent
• ✅ assertion accuracy at least 99 percent
• ✅ fix plan accuracy at least 99 percent
• ✅ sev1 recall at least 99 percent
• ✅ design escape rate zero
• ✅ debug time reduction at least 80 percent
• ✅ cost reduction at least 80 percent
• ✅ synthetic cost avoided positive