SUBMARINE INTEL

STRATEGIC TECHNOLOGY ANALYSIS

LIVE PROOF
INTERACTIVE BRIEF
Document ID: SI-2026-CS-002
Date: March 5, 2026

Don't Copy TSMC. Bypass Them. — Every number below is computed live from real semiconductor data.

01

BAYESIAN YIELD OPTIMIZER

Gaussian Process replaces 30 years of institutional knowledge with 50 data-driven iterations. Ground truth from UCI SECOM (1,567 real wafers).

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BEST YIELD
0/50
ITERATION
--
VS RANDOM
GP LENGTH SCALE: 1.00
KAPPA: 2.0
SOURCE: SECOM 590D
02

CHIPLET vs MONOLITHIC YIELD

Poisson defect model: Y = e-DA. Smaller dies at mature nodes beat bleeding-edge monolithic.

58.0%
CHIPLET YIELD
47.2%
MONOLITHIC YIELD
1.17x
NET ADVANTAGE
MONO N3 CHIPLET N5/N7
03

ACQUISITION RADAR

Multi-objective scoring: Capability (40%) + Urgency (30%) + Risk (30%). Click targets to compare.

04

SOVEREIGNTY TIMELINE

36-month simulation: Wright's learning curve yield + linear capacity ramp + stockpile buildup.

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FINAL YIELD
--
CAPACITY WPM
--
STOCKPILE MO
--
RISK SCORE
SOVEREIGNTY: ACHIEVABLE
Data Sources: UCI SECOM Dataset (1,567 semiconductor wafers, 590 features) | Poisson defect model (industry standard) | Wright's learning curve | Acquisition data from public filings. All computations execute client-side. No server. Challenge the assumptions.
CONFIDENCE
0.78
SI-2026-CS-002
CHIP SOVEREIGN v2.2