FIRST GEN3 REPAIR WIN · CASE COMPLETE · 14 SEP 2026

The loop worked.
Q3 closed the case.

Predator combines adaptive compilation, advanced frontier-AI reasoning, and quantum-depth research to advance software analysis, vulnerability analysis, threat modeling, and resolution modeling.

Its first Gen3 repair win reached 24/24 passing CharLS cases: sixteen prior passes preserved and eight gained. C3 is the saved result and its linked evidence.

Gen3 continues. The objective is to prove quantum advantage under credible, matched comparisons.

Q3 NATIVE PASS / C3 BANKED

24/24

C2: 16/24 → C3: 24/24 protected cases

● 16 preserved● 8 newly passing
+8new passes · +33.3 pp
16/16prior passes retained
0prior passes lost

Controlled faults on real CharLS C++ source. These are test cases, not 24 vulnerabilities. “Native” means checks on the software itself; “protected” means private evaluation cases. Aggregate tiles do not identify private cases. Verification is reported by the execution lane’s completed closeout.

Private Predator operator console. The pictured session and counters are illustrative, not research measurements.
Predator operator console · Illustrative session and counters. The measured Q3 chain follows below.

NEW / EXPLORATORY GEN3 EXPERIMENT #1

Feedback changed
the next search.

Predator’s AI → quantum-method search → native feedback → AI loop found 5/8 controlled faults, versus 2/8 without feedback: +37.5 percentage points. Aer MPS simulation, previously exposed DEV mechanisms, one small campaign.

Six comparison rows. Predator 5/8, no-feedback AI_Q 2/8, AI_C d1 2/8, Fixed-Q d2 0/8. AI_C d2 and Fixed-Q d1 are incomplete.
96 terminal episodes, 93 observed outcomes, three operationally missing. Paired feedback outcomes: four gained, one lost. Classical superiority and quantum advantage remain unestablished.

Pristine controls: 47 refuted, one unsupported, zero confirmed findings. Controlled-fault traces also retain four inconsistent native/reference checks. These are controlled fault instances, not newly discovered vulnerabilities. Figures and arithmetic are reproducible from the public export; a new campaign requires the private materials.

01 / COMPLETED DEPENDENT CHAIN

The last failure became
the next repair’s input.

C labels a saved evidence checkpoint; Q labels an intervention using that evidence. Q2 left eight cases failing—the residual. Those results became C2, the starting evidence for Q3’s successful repair.

Completed C0, Q1, C1, Q2, C2, Q3, C3 chain. Q2 banks 16/24 and its failure; Q3 banks 24/24. The following objective is a matched quantum-advantage comparison.
C = evidence checkpoint carried into later reasoning; Q = intervention. Comparable protected counts are supplied only for C2→C3. Chain depth, circuit depth and operational retries measure different things.

What Q3 actually repaired

A fragment-copy routine advanced the destination one byte too little after each copy. The next fragment overlapped the previous one. C2-H1 advanced by the full fragment length.

What changed in the loop

A new C2-directed patch and parent binding. Q3 used one candidate and retained the compiler and decoder semantics. The gain establishes dependent repair, not a stronger optimizer.

02 / THE FOLLOW-UP · GEN3 IS ACTIVE

First win banked.
Next: prove the advantage.

The completed case is the foothold. The program’s objective remains an attributable quantum advantage over strong AI-only and classical alternatives. That result is not established yet.

01 / TRANSFER

Fresh tasks

Test the repair rule beyond the known source. Disclose inherited outcome knowledge and separate transfer from restoring upstream behavior.

02 / COMPARE

Matched alternatives

Freeze information access, native-query budgets and acceptance criteria. Compare against strong AI-only and classical methods.

03 / ATTRIBUTE

Measured contribution

Account for total cost, uncertainty and independent replication. Separate candidate quality, selector effects and full-system gains.

Q3 had one candidate. Public development already reported 516/516 tests and 68 source/include files matching pinned upstream before protected evaluation. This bounds novelty and blindness claims. The closeout started no Q4; this page dispatches nothing.

03 / RECORDED QUANTUM DATA

Show the selection.
Keep its limits visible.

A QUBO models yes/no repair choices and costs. Aer simulates quantum circuits on classical computers. Q2 recorded 2,048 samples and selected the unique feasible optimum at energy 1/4, regret zero. Exact classical selection agreed.

Q2 Aer sample histogram: 00 635 rejected; 01 291 selected at energy 1/4; 10 324 feasible at energy 2; 11 798 rejected. 615 feasible, 1433 rejected, regret zero.
The policy selected lowest feasible sampled energy, not highest frequency. Q1/Q2 used simulation. This public summary provides no Q3 histogram or evidence of CharLS QPU execution. The later repair’s utility and the selector’s comparative value remain separate questions.

04 / SEPARATE HARDWARE EXPERIMENT

The earlier IBM Fez
compiler pilot.

September 6, 2026: native two-qubit gates fell 144→103 per circuit. Output agreement improved in two related cases; expected-energy minimization worsened. This is separate from CharLS Q3.

Explore the hardware measurements
IBM Fez pilot: 28.5% fewer two-qubit gates, closer output in two related cases, worse expected-energy minimization. One hardware job; no quantum advantage established.
Author-reported: one six-variable fixture, four circuits at 1,024 shots each and three seconds of billed QPU time. Billed time is not end-to-end runtime. No independent confirmation or quantum advantage established.

Measurement note and uncertainty → · Full-precision data →

05 / AETHER START

Use the product.
Explore the evidence.

The broader Predator program studies software behavior, vulnerabilities, threats and the changes that could resolve them. CharLS Q3 is one completed repair case. Supported customer checks and private research have distinct scopes.

SUPPORTED CHECKS

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FIRST GEN3 REPAIR WIN

Explore the Q3 result

Follow the completed dependent chain, the native repair gain and the quantum-advantage objective ahead.

24/24Cases passing
+8New passes
0Prior lost
Read the Q3 research record

Predator Security requires an approved assurance profile; customer-specific profiles are private preview. Hosted Build & Test is a separate Actions service. The research CLI and backend are private.

Evidence integrity and reproduction scope

The producer reports signed native and lineage verification and full-hash readback of 17 C3 objects. Supporting validation: 516/516 stock tests including 17/17 compliance, sanitizer PASS and 10,000 fuzz executions. This editorial summary did not independently reverify private receipt bytes.

Native PASS and C3 banked coexist with an immutable hosted failed/lost completion record caused by an HTTP 422 field-shape mismatch. Public figures and arithmetic are rebuildable; the full private campaign is not independently reproducible from this repository alone. Full scope and fingerprints →