feat: vendor midstream and sublinear-time-solver libraries

Add ruvnet/midstream (AIMDS real-time inference) and
ruvnet/sublinear-time-solver (sublinear optimization algorithms)
as vendored dependencies under vendor/.

Co-Authored-By: claude-flow <ruv@ruv.net>

vendor/sublinear-time-solver/validation/mod.rs

@@ -0,0 +1,84 @@
+//! Validation module for temporal neural solver
+//!
+//! This module provides comprehensive validation tools to verify
+//! the claims made about the temporal neural solver system.
+
+pub mod real_world_validation;
+pub mod hardware_timing;
+pub mod comprehensive_validation_report;
+
+pub use real_world_validation::*;
+pub use hardware_timing::*;
+pub use comprehensive_validation_report::*;
+
+use std::process::Command;
+
+/// Run all validation tests
+pub fn run_all_validations() -> Result<(), Box<dyn std::error::Error>> {
+    println!("🚀 STARTING COMPREHENSIVE TEMPORAL NEURAL SOLVER VALIDATION");
+    println!("=" * 60);
+
+    // 1. Real-world dataset validation
+    println!("\n1️⃣ REAL-WORLD DATASET VALIDATION");
+    println!("-" * 40);
+    let real_world_report = real_world_validation::generate_real_world_validation_report()?;
+    std::fs::write("/workspaces/sublinear-time-solver/validation/real_world_report.md", real_world_report)?;
+    println!("✅ Real-world validation completed");
+
+    // 2. Baseline comparison (Python script)
+    println!("\n2️⃣ BASELINE COMPARISON VALIDATION");
+    println!("-" * 40);
+    run_python_baseline_comparison()?;
+    println!("✅ Baseline comparison completed");
+
+    // 3. Hardware timing validation
+    println!("\n3️⃣ HARDWARE TIMING VALIDATION");
+    println!("-" * 40);
+    let mut hw_validator = hardware_timing::HardwareTimingValidator::new()?;
+    let system_a_timing = hw_validator.validate_system_a(10000)?;
+    let system_b_timing = hw_validator.validate_system_b(10000)?;
+    let timing_report = hardware_timing::generate_hardware_timing_report(&system_a_timing, &system_b_timing);
+    std::fs::write("/workspaces/sublinear-time-solver/validation/hardware_timing_report.md", timing_report)?;
+    println!("✅ Hardware timing validation completed");
+
+    // 4. Comprehensive analysis
+    println!("\n4️⃣ COMPREHENSIVE VALIDATION REPORT");
+    println!("-" * 40);
+    let comprehensive_report = comprehensive_validation_report::run_comprehensive_validation()?;
+    println!("✅ Comprehensive validation completed");
+
+    println!("\n🎉 ALL VALIDATIONS COMPLETED!");
+    println!("📄 Reports generated in /workspaces/sublinear-time-solver/validation/");
+
+    Ok(())
+}
+
+/// Run Python baseline comparison script
+fn run_python_baseline_comparison() -> Result<(), Box<dyn std::error::Error>> {
+    let output = Command::new("python3")
+        .arg("/workspaces/sublinear-time-solver/validation/baseline_comparison.py")
+        .output()?;
+
+    if !output.status.success() {
+        eprintln!("Python baseline comparison failed:");
+        eprintln!("{}", String::from_utf8_lossy(&output.stderr));
+        return Err("Python baseline comparison failed".into());
+    }
+
+    println!("{}", String::from_utf8_lossy(&output.stdout));
+    Ok(())
+}
+
+/// Print validation summary
+pub fn print_validation_summary() {
+    println!("📊 VALIDATION SUMMARY");
+    println!("=" * 30);
+    println!("✅ Real-world dataset validation");
+    println!("✅ Baseline model comparison");
+    println!("✅ Hardware timing validation");
+    println!("✅ Statistical significance testing");
+    println!("✅ Implementation code review");
+    println!("✅ Red flag detection");
+    println!("✅ Comprehensive analysis");
+    println!("\n📄 All reports available in validation/ directory");
+}