SENTINEL-1 SAR · ACTIVE MILE 201 SURVEILLANCE

Continuous Orbital Maritime Surveillance with Sentinel-1 SAR & Meta Multimodal AI

When distant-water fishing fleets deliberately disable their AIS transponders to harvest Illex argentinus squid along the Mile 201 Blue Hole corridor, OceanEye Sentinel 2.0 fuses orbital Sentinel-1 C-Band SAR radar with Meta SAM 3.1 sub-pixel segmentation, Muse Wonder 1.0 neuro-symbolic reasoning, and Ed25519 + SHA-256 cryptographic chain of custody.

Launch Tactical Console ↵ Enter 90s Judge Pitch (Meta AI)

                        ⚡ META AI MODEL ARENA (n=30, temp=0.1) + SAM 3.1 GATE A
                        ✓ ED25519 + SHA-256 VERIFIED
                    
                            muse-wonder-1.0 (Zero Pre-Validator Flags)
                            26/30 (86.7%) · Adh. 98.0%
                        
                            muse-spark-1.3 (Fast Baseline · 11.7s)
                            19/30 (63.3%) · Adh. 92.0%

SENTINEL-1 C-BAND (5.405 GHZ) · SAM 3.1 LIVE MASKS (10 CHIPS) · MUSE WONDER 1.0 VS SPARK 1.3 · ED25519 + SHA-256

                        ORBITAL ARC · 44°S–48°S SOUTH ATLANTIC
                        SENTINEL-1A · IW GRD
                    

                         MILE 200 EEZ · BLUE HOLE CORRIDOR
                        LU RONG YU 588 · -15.2 NM · AIS OFF
                    

CRITICAL ALERT: Dark Vessel Incursion LU RONG YU 588 (-45.16°S, -59.95°W) · AIS OFF · SYNTHETIC BENCHMARK SCENE

SENTINEL-1 C-BAND: Calibrated IW GRD synthetic scene over Blue Hole (seed 1982) · Dual-Pol VV/VH Fusion

LAYA SYSTEM-1 TRIAGE: Empty-ocean tile rejection in 9.12ms · 44% compute saved

MUSE ARENA BENCHMARK (n=30, temp=0.1): Wonder 26/30 (86.7%) vs Spark 19/30 (63.3%) clean pre-validator pass · Mean Adherence 98.0% vs 92.0%

CHAIN OF CUSTODY: Canonical SHA-256 + Ed25519 Signature (verifiable in-browser via WebCrypto)

INTERCEPTION VECTOR: OPV ARA Bouchard (P-51) bearing 148° at 15.2 NM (operational simulation)

CRITICAL ALERT: Dark Vessel Incursion LU RONG YU 588 (-45.16°S, -59.95°W) · AIS OFF · SYNTHETIC BENCHMARK SCENE

SENTINEL-1 C-BAND: Calibrated IW GRD synthetic scene over Blue Hole (seed 1982) · Dual-Pol VV/VH Fusion

LAYA SYSTEM-1 TRIAGE: Empty-ocean tile rejection in 9.12ms · 44% compute saved

MUSE ARENA BENCHMARK (n=30, temp=0.1): Wonder 26/30 (86.7%) vs Spark 19/30 (63.3%) clean pre-validator pass · Mean Adherence 98.0% vs 92.0%

CHAIN OF CUSTODY: Canonical SHA-256 + Ed25519 Signature (verifiable in-browser via WebCrypto)

INTERCEPTION VECTOR: OPV ARA Bouchard (P-51) bearing 148° at 15.2 NM (operational simulation)

9.12 ms

LAYA Triage Latency Rejects empty ocean tiles before GPU inference (44% compute saved)

12 Dark Targets

Dark Vessels Isolated (Benchmark Scene) 15 injected SAR vessels vs 3 AIS + 1 ghost track (seed 1982)

86.7 %

Muse Wonder Clean Pass (26/30) Pre-validator vs 63.3% Spark (19/30) · McNemar p=0.0156

98.0 %

Mean Pre-Validator Adherence Wonder 98.0% vs Spark 92.0% (100 - 15n penalty formula)

THREE-TIER MULTIMODAL ARCHITECTURE & MARITIME DEFENSE

The Four Technological Pillars of OceanEye Sentinel 2.0

Engineered from first principles: microwave radar physics, deterministic System-1 triage, Meta multimodal foundation models, and cryptographic chain of custody.

01. Sentinel-1 C-Band SAR Physics (Dual-Pol VV/VH)

C-Band microwave radar (5.405 GHz) penetrates dense Southern Ocean cloud cover and darkness. Cross-polarized VV/VH fusion suppresses Bragg sea-clutter scatter and isolates high-reflectivity dihedral steel hull returns (>+50 dB RCS).

                                INTERACTIVE LENS COMPARATOR (CALIBRATED BENCHMARK SEED 1982)
                                50% CLOUDY OPTICAL / 50% SAR VV+VH
                            

● METALLIC HULL ECHO +51.6 dB RCS
VV+VH CHANNEL · 80m DARK VESSEL (AIS OFF)

SENTINEL-2 OPTICAL (OCEAN CLOUD COVER)
0 VISIBLE CONTACTS · SOUTHERN FOG

λ = 5.54 cm Dual-Pol VV/VH Lee Despeckle Filter Calibrated Benchmark Scene (Seed 1982)

9.12 ms · 64 TILES

02. LAYA Deterministic Triage (System 1)

Instead of burning GPU cycles on gigabytes of empty ocean, the deterministic LAYA engine computes tile-level statistical variance in sub-10ms CPU latency, discarding empty sea and forwarding only anomalous SAR chips to SAM 3.1.

                                8×8 TRIAGE MATRIX
                                59 DISCARDED (15% OPACITY) · 5 ACTIVE
                            

Sub-10ms CPU Latency Empty-Sea Rejection Decisions, Not Text

SAM 3.1 + NEURO-SYMBOLIC VALIDATOR

03. Meta SAM 3.1 Segmentation + Neuro-Symbolic Validator

The Physical Challenge: Adaptive CA-CFAR thresholding flags radar backscatter peaks, but 6-meter Southern Atlantic wave crests trigger false alarms (sea clutter).

Our Solution: CA-CFAR detection + live sam-3.1 sub-pixel mask segmentation paired with a deterministic neuro-symbolic validator auditing muse-wonder-1.0 vs muse-spark-1.3:

30-Case Benchmark Wonder 26/30 (86.7%)

vs Spark 19/30 (63.3%) · temp=0.1

Pre-Validator Adherence 98.0% vs 92.0%

Mean latency: 28.6s vs 11.7s

SAM 3.1 Live Masks Negative Control 0 FP MUSE Wonder 1.0

04. Cryptographic Chain of Custody (Ed25519)

Every detection is sealed with a canonical SHA-256 hash and an asymmetric Ed25519 signature verifiable in-browser via WebCrypto. Test flipping a single byte in the forensic payload below to trigger immediate cryptographic rejection:

● SIGNATURE VERIFIED · SHA-256 + ED25519
                                    
8ce0d8dbf7ffa1c35f2161bf89dc3cfbdab36f9c0919c2d9a6c2faaf0072a921

Canonical SHA-256 Ed25519 RFC 8032 Signature In-Browser WebCrypto

OPERATIONAL BENCHMARK CASE STUDY

Benchmark Case Study: Dark Vessel LU RONG YU 588 (SAR-TGT-001)

Calibrated synthetic benchmark scene (seed 1982) of an unlit radar contact with AIS disabled inside the South Atlantic evaluation corridor.

SIM-SAR-M201-8841/CCM (SYNTHETIC BENCHMARK)

Target Under Analysis: Industrial Squid Jigger LU RONG YU 588

WGS84 Coordinates

-45.1603°S, -59.9586°W

Distance to 200 NM EEZ

15.20 NM (Inside EEZ Boundary)

SAR Estimated Dimensions

Length: 80.0m · Beam: 13.0m

Radar Signature (RCS / SNR)

+51.6 dB · SNR: 18.4 dB

Immutable SHA-256 Cryptographic Seal:

8ce0d8dbf7ffa1c35f2161bf89dc3cfbdab36f9c0919c2d9a6c2faaf0072a921

Maritime Legal Framework & UNCLOS Compliance

Federal Fisheries Act 24.922 · Art. 51: Unlicensed fishing inside the Exclusive Economic Zone with deliberate AIS transponder deactivation.
UNCLOS (CONVEMAR) · Arts. 56 & 73: Coastal State sovereign rights for biological resource conservation, boarding, inspection, and enforcement.
Digital Chain of Custody (RFC 8032): Deterministic SHA-256 payload hashing and Ed25519 asymmetric signing for verifiable decision support.

Open Full Tactical Console ↵ Enter

META AI MODEL API ARCHITECTURE · REPRODUCIBLE BENCHMARK

Meta AI Multimodal Pipeline & System Architecture

End-to-end multimodal pipeline chaining calibrated synthesis (muse-image-1.0), sub-pixel radar segmentation (sam-3.1), comparative forensic reasoning (muse-wonder-1.0 vs muse-spark-1.3), and deterministic neuro-symbolic validation.

GC

Lead AI Systems Architect

Gastón Chevarria

Multimodal AI Systems Architecture, SAR Remote Sensing & Cryptographic Verification

[email protected] GitHub: OceanEye-hackaton-meta ↗

SAM 3.1 GATE A MUSE WONDER 1.0 · N=30 ED25519 + SHA-256

1. SAM 3.1 Segmentation (Gate A)

• 10 Verified SAR Chips: 9 dark vessels segmented live + 1 open-ocean negative control chip with 0% False Positives.
• Verification: RLE/PNG masks sealed with SHA-256 in sam_masks.json.

2. Muse Wonder 1.0 vs Spark 1.3 Arena

Evaluated across 30 forensic scenarios (temp=0.1): muse-wonder-1.0 achieves 26/30 (86.7%) zero-flag pre-validator pass rate and 98.0% adherence vs 19/30 (63.3%) for muse-spark-1.3.

3. Reproducible Verification Kit

Deterministic audit suite that recomputes all metrics, validates all 10 SAM 3.1 masks, and verifies all 12 Ed25519 signatures:

Gastonchevarria/oceaneye-evaluation ↗

4. Machine-Readable Evaluator Manifests

Complete pipeline specification and single-command cryptographic integrity proofs:

/llms.txt /llms-full.txt

Single-Command Cryptographic & Integrity Audit: python3 scripts/check_integrity.py

Launch 90s Judge Tour ➔