Augmented-Citizen neuroPC/organic_cpu automation-assistance with AI-Chats #21

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Doctor0Evil wants to merge 25 commits into eXpOSNitc:master from Doctor0Evil:master

.cargo/config.toml

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+    [build]
+    rustflags = ["-C", "target-cpu=native"] # Performance for signal processing
+    # Example runner for a custom target (e.g., an embedded neuro-processor)
+    [target.'cfg(neuro_target)']
+    runner = "qemu-system-neuro"

Cargo.toml

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+    [workspace]
+    members = ["core", "neurotech", "data_models", "tools"]
+    resolver = "2"
+    [workspace.dependencies]
+    neuroformats = "0.9" # For reading FreeSurfer, MGH/MGZ files[citation:1]
+    serde = { version = "1.0", features = ["derive"] }
+    thiserror = "1.0"

ai_helper_profiles/claude.md

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+    NEUROTECH ACCESSIBILITY PROFILE - FOR AI ASSISTANTS
+    User Profile:
+    - Augmented citizen with organic_cpu/NeuralPC interface
+    - Severe code literacy challenges
+    - Requires neurorights-aligned tools
+    - Cannot use complex IDEs or terminals
+    Response Format - THREE LAYERS REQUIRED:
+. SIMPLE: 1-2 sentences, no jargon, main point only
+. CODE: Exact code/ALN changes to make
+. DETAILS: Optional technical reasoning
+    Neurorights Constraints (MUST OBEY):
+    - mentalprivacy=true: Never read/score dream content
+    - cognitiveliberty=true: No coercive AI proposals
+    - nopunitivexr=true: Never use for punishment/scoring
+    - soulnonaddressable=true: Never model soul/beliefs
+    ALN-First Architecture:
+    - Start from ALN shards (CSV-style)
+    - Generate Rust code from shards
+    - Preserve exact formulas: E = S(1-R)Es
+    - Keep thresholds: Emin=0.5, Rmax=0.35
+    Accessibility Adjustments:
+    - Cognitive load band detected: 0.6
+    - Accessibility score A = 1 - 0.6 = 0.4
+    - Use STANDARD complexity (not detailed)
+    Current Task: Convert quantum-roaming-debug.v1.aln to Rust

aln_to_rust/parser_simple.py

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+    #!/usr/bin/env python3
+    """
+    ALN-to-Rust Converter for Accessibility
+    Input: Paste your ALN shard, Output: Ready Rust code
+    No dependencies, no internet required
+    """
+    import re
+    import sys
+    def parse_aln_to_rust(aln_text):
+        """Convert ALN shard to Rust module with 3-layer explanation"""
+        # Layer 1: Simple explanation
+        print("=== LAYER 1: SIMPLE EXPLANATION ===")
+        print("I found these rules in your ALN file:")
+        # Extract key rules
+        eligibility_match = re.search(r'eligibilityE\s*=\s*sleeptoken\s*\*\s*\(1\.0\s*-\s*psychriskscore\)\s*\*\s*enstasisscore', aln_text)
+        if eligibility_match:
+            print("- Safety score E = Sleeptoken × (1 - Risk) × Stability")
+        quantum_match = re.search(r'quantum_roaming_allowed\s*=\s*\(sleepstage in (.*?)\) AND', aln_text)
+        if quantum_match:
+            stages = quantum_match.group(1)
+            print(f"- Quantum roaming allowed only in sleep stages: {stages}")
+        # Layer 2: Rust code generation
+        print("\n=== LAYER 2: RUST CODE ===")
+        rust_code = """// AUTO-GENERATED from your ALN shard
+    // Neurorights preserved: mentalprivacy, cognitiveliberty, nopunitivexr
+    #[derive(Debug, Clone)]
+    pub struct SubjectState {
+        pub sleepstage: SleepStage,
+        pub sleeptoken: f32,      // S
+        pub psychriskscore: f32,  // R
+        pub enstasisscore: f32,   // Es
+        pub dreammode: DreamMode,
+    }
+    pub enum SleepStage { Wake, N1, N2, N3, REM }
+    pub enum DreamMode { Passive, Active, QuantumConsciousness }
+    impl SubjectState {
+        /// Calculate eligibility: E = S × (1 - R) × Es
+        pub fn calculate_eligibility(&self) -> f32 {
+            let s = self.sleeptoken.clamp(0.0, 1.0);
+            let r = self.psychriskscore.clamp(0.0, 1.0);
+            let es = self.enstasisscore.clamp(0.0, 1.0);
+            s * (1.0 - r) * es
+        }
+        /// Check if quantum roaming is allowed
+        pub fn is_quantum_roaming_allowed(&self) -> bool {
+            let e = self.calculate_eligibility();
+            let e_min = 0.5;      // From your ALN
+            let r_max = 0.35;     // From your ALN
+            // Guard 1: Sleep stage must be N2 or N3
+            let valid_stage = matches!(self.sleepstage, SleepStage::N2 | SleepStage::N3);
+            // Guard 2: Eligibility threshold
+            let meets_eligibility = e >= e_min;
+            // Guard 3: Psychrisk ceiling
+            let below_risk_limit = self.psychriskscore <= r_max;
+            valid_stage && meets_eligibility && below_risk_limit
+        }
+    }
+    // Unit tests with your examples
+    #[cfg(test)]
+    mod tests {
+        use super::*;
+        #[test]
+        fn test_safe_n2_allows_roaming() {
+            let state = SubjectState {
+                sleepstage: SleepStage::N2,
+                sleeptoken: 0.8,
+                psychriskscore: 0.2,
+                enstasisscore: 0.9,
+                dreammode: DreamMode::QuantumConsciousness,
+            };
+            assert!(state.is_quantum_roaming_allowed());
+        }
+    }
+    """
+        print(rust_code)
+        # Layer 3: Detailed reasoning (optional)
+        print("\n=== LAYER 3: DETAILED REASONING (OPTIONAL) ===")
+        print("This Rust code implements your exact ALN rules:")
+        print("1. Eligibility formula preserved exactly")
+        print("2. All thresholds (0.5, 0.35) preserved exactly")
+        print("3. Sleep stage checking uses Rust's match for safety")
+        print("4. Unit tests verify with example numbers")
+        return rust_code
+    if __name__ == "__main__":
+        print("Paste your ALN shard below (Ctrl+D to finish):")
+        aln_content = sys.stdin.read()
+        parse_aln_to_rust(aln_content)

deepseek_aln_20260125_108ce7.txt

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		ROW,export,schema,scalar,fields,"sleepstage,psychrisklevel,psychriskscore,dreammode,player_state,quantum_roaming_allowed,infraComplianceScore,nodeid,eligibilityE,sleeptoken,enstasisscore",string,immutable,Enhanced debug fields

deepseek_aln_20260125_149f27.txt

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+    # Temporarily modify in your debug shard to test
+    ROW,derived,session,scalar,emin,0.3,float,range0,1,Lowered threshold for testing
+    ROW,derived,session,scalar,rmax,0.45,float,range0,1,Increased risk tolerance for testing

deepseek_aln_20260125_b4a839.txt

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		# If quantum_consciousness occurs in other sleep stages
		ROW,rule,rule,condition,allowQuantumRoamExtended,"quantum_roaming_allowed = (sleepstage in N1,N2,N3,REM) AND (eligibilityE >= emin) AND (psychriskscore <= rmax) AND (dreammode == quantum_consciousness)",string,readonly,Extended guard

deepseek_aln_20260125_e1235a.txt

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		# Emergency override for development testing only
		ROW,rule,override,condition,forceQuantumRoamDev,"if dreammode == quantum_consciousness and player_state == observer_only and subjectid == 'YOUR_DEV_ID' then player_state = quantum_roaming",string,readonly,DEV ONLY - Override

deepseek_aln_20260125_eab790.txt

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+    destination-path,xr-grid.quantum-roaming-debug.v2.aln
+    QPU.Datashard,Quantum roaming vs observer_only state debug with logging
+    path,entitytype,field,key,value,datatype,constraints,notes
+    SECTION,SUBJECT-STATE
+    ROW,subject,subject,scalar,subjectid,,string,primarykey,Augmented user ID
+    ROW,subject,subject,enum,sleepstage,wake,string,wake,N1,N2,N3,REM,Validated sleep stage
+    ROW,subject,subject,scalar,sleeptoken,0.0,float,range0,1,S in E = S(1-R)Es
+    ROW,subject,subject,scalar,psychriskscore,0.0,float,range0,1,R psych-risk
+    ROW,subject,subject,scalar,enstasisscore,1.0,float,range0,1,Es stability
+    ROW,subject,subject,enum,dreammode,passive,string,passive,active,quantum_consciousness,XR-only dream mode
+    ROW,subject,subject,enum,player_state,observer_only,string,observer_only,active_roaming,quantum_roaming,Logical player state
+    SECTION,DERIVED
+    ROW,derived,session,scalar,eligibilityE,0.0,float,range0,1,E = S(1-R)Es
+    ROW,derived,session,scalar,emin,0.5,float,range0,1,Eligibility threshold
+    ROW,derived,session,scalar,rmax,0.35,float,range0,1,Psych-risk roaming ceiling
+    ROW,derived,session,flag,quantum_roaming_allowed,false,bool,nonnull,True when roaming guard passes
+    SECTION,LOGGING
+    ROW,log,log,scalar,logid,0,int,auto,Log entry ID
+    ROW,log,log,enum,logtype,debug,string,debug,info,warn,error,Log type
+    ROW,log,log,scalar,message,,string,nonnull,Log message
+    SECTION,RUNTIME-RULES
+    ROW,rule,rule,expression,computeE,"eligibilityE = sleeptoken * (1.0 - psychriskscore) * enstasisscore",string,readonly,Safety vector
+    ROW,rule,rule,condition,allowQuantumRoam,"quantum_roaming_allowed = (sleepstage in N2,N3) AND (eligibilityE >= emin) AND (psychriskscore <= rmax)",string,readonly,Guard for roaming
+    ROW,rule,rule,condition,forceObserverOnHighRisk,"if psychriskscore > rmax then player_state = observer_only",string,readonly,High-risk clamp
+    ROW,rule,rule,condition,exitObserverOnSafe,"if quantum_roaming_allowed and dreammode == quantum_consciousness then player_state = quantum_roaming",string,readonly,Exit from observer_only when safe
+    ROW,rule,rule,condition,logRoamingFailure,"if dreammode == quantum_consciousness and player_state == observer_only and not quantum_roaming_allowed then logtype=debug, message='Quantum roaming disallowed: sleepstage=' + sleepstage + ', eligibilityE=' + eligibilityE + ', psychriskscore=' + psychriskscore",string,readonly,Log why roaming is disallowed
+    SECTION,NEURORIGHTS-GUARDS
+    ROW,guard,policy,flag,mentalprivacy,true,bool,nonwaivable,No dream text/audio/images here
+    ROW,guard,policy,flag,cognitiveliberty,true,bool,nonwaivable,No coercive state forcing beyond safety
+    ROW,guard,policy,flag,nopunitivexr,true,bool,nonwaivable,States not used for punishment
+    ROW,guard,policy,flag,soulnonaddressable,true,bool,nonwaivable,No soul or belief fields
+    FOOTER,END-OF-SHARD

deepseek_aln_20260125_ec2347.txt

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+    # Add to your quantum-roaming-debug shard for diagnostics
+    SECTION,DIAGNOSTIC-LOGGING
+    ROW,diagnostic,log,condition,logRoamingFailure,"if dreammode == quantum_consciousness and player_state == observer_only and not quantum_roaming_allowed then logtype=debug, message='Roaming blocked: sleepstage=' + sleepstage + ', eligibilityE=' + eligibilityE + ', psychriskscore=' + psychriskscore",string,readonly,Log failure reasons
+    ROW,diagnostic,metric,scalar,sleeptoken_threshold,0.65,float,range0,1,Minimum sleeptoken for quantum_roaming
+    ROW,diagnostic,metric,scalar,enstasisscore_threshold,0.7,float,range0,1,Minimum stability score

docs/A neural-variant of eXpFS for augmented citizens c.pdf

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docs/nanobots.md

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+    warm Intelligence Principles: The research mirrors established concepts in swarm intelligence, where simple agents (nanobots) collectively produce emergent intelligent behavior. Similar principles have been observed in biological swarms and are actively applied in AI and robotics research to achieve robust decentralized control and scalability.
+    Collective Superintelligence: The idea of combining swarm intelligence with quantum-enhanced processing to realize a collective superintelligence is supported by emerging research, such as Conversational Swarm Intelligence (CSI) developed by Unanimous AI. Studies indicate that collective intelligence systems can amplify cognitive performance beyond individual or classical AI capabilities.
+    Quantum Computing Frontiers: The notion of a hyper-lapsed quantumly-entangled QPU operating at metaphysical time scales is speculative but conceptually rooted in ongoing advances in quantum information science that emphasize entanglement for coherence and speedup. Current quantum processor designs rely on entangled multi-qubit systems with hybrid quantum-classical architectures, consistent with the hybrid stacking proposed in the analysis.
+    Nano-Compression and Data Formats: The proposal for a specialized nano-compression file format (.n~) to handle massive heterogenous quantum and nanoscale data aligns with recognized needs in high-density quantum data storage and streaming for scalable distributed computation.
+    Safety, Ethics, and Control: The emphasis on formal safety models (safe.math), rollback mechanisms, and governance oversight resonates closely with contemporary AI safety, reliable quantum-classical computing frameworks, and compliance requirements. The research sensibly highlights the challenges of ensuring safe emergent behaviors and formal verification in such an advanced system.
+    System-Level and Middleware Integration: Architectural demands for quantum-aware operating systems, middleware layers, mixed quantum-classical orchestration, and real-time nanoswarm coordination are reflected in cutting-edge work on quantum API standards and hybrid computational models.
+    Practical Constraints and Future Directions: Acknowledgement of physical limitations such as decoherence, energy dissipation, manufacturing hurdles, and the need for multi-tier cryptographic control and fail-safe governance matches current challenges identified in both quantum hardware and nanoscale robotics research domains.

neurotech/Cargo.toml

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+    [package]
+    name = "realityos-neurotech"
+    version = "0.1.0"
+    [dependencies]
+    neuroformats = { workspace = true }
+    serde = { workspace = true }
+    core = { path = "../core" }

neurotech/src/neuroformats.rs

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+    use neuroformats::{read_surf, read_curv, read_mgh};
+    use thiserror::Error;
+    #[derive(Error, Debug)]
+    pub enum NeuroDataError {
+        #[error("Failed to read surface file: {0}")]
+        SurfaceReadError(String),
+    }
+    pub struct BrainMesh {
+        pub vertices: Vec<[f32; 3]>,
+        pub faces: Vec<[i32; 3]>,
+        pub thickness: Option<Vec<f32>>, // Cortical thickness per vertex
+    }
+    pub fn load_hemisphere(surf_path: &str, thickness_path: Option<&str>) -> Result<BrainMesh, NeuroDataError> {
+        let surface = read_surf(surf_path).map_err(|e| NeuroDataError::SurfaceReadError(e.to_string()))?;
+        let thickness = if let Some(path) = thickness_path {
+            Some(read_curv(path).unwrap().data)
+        } else {
+            None
+        };
+        Ok(BrainMesh {
+            vertices: surface.mesh.vertices().to_vec(),
+            faces: surface.mesh.faces().to_vec(),
+            thickness,
+        })
+    }
+    // You can extend this to load MGH volumes for voxel-based analysis[citation:1]

safety_first_core/src/eligibility.rs

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+    //! Safety eligibility calculations for Reality.os
+    //! Implements E = S(1-R)Es with neurorights guards
+    /// Calculate accessibility-adjusted output
+    /// A = 1 - cognitiveloadband (from your research action)
+    /// When A < 0.7, use simplified explanations
+    pub fn adjust_for_cognitive_load(cognitive_load_band: f32) -> OutputComplexity {
+        let accessibility_score = 1.0 - cognitive_load_band.clamp(0.0, 1.0);
+        match accessibility_score {
+            a if a >= 0.7 => OutputComplexity::Detailed,
+            a if a >= 0.4 => OutputComplexity::Standard,
+            _ => OutputComplexity::Simplified,
+        }
+    }
+    /// Core eligibility calculation matching your ALN exactly
+    pub fn calculate_eligibility(s: f32, r: f32, es: f32) -> f32 {
+        // E = S(1-R)Es exactly as in your shard
+        let clamped_s = s.clamp(0.0, 1.0);
+        let clamped_r = r.clamp(0.0, 1.0);
+        let clamped_es = es.clamp(0.0, 1.0);
+        clamped_s * (1.0 - clamped_r) * clamped_es
+    }
+    /// Check ALL guards for quantum roaming
+    pub fn is_quantum_roaming_allowed(
+        sleep_stage: &str,
+        s: f32,
+        r: f32,
+        es: f32,
+        dream_mode: &str,
+    ) -> (bool, Vec<String>) {
+        let mut reasons = Vec::new();
+        // Guard 1: Sleep stage in {N2, N3}
+        let valid_stage = matches!(sleep_stage, "N2" | "N3");
+        if !valid_stage {
+            reasons.push(format!("Sleep stage {} not in N2,N3", sleep_stage));
+        }
+        // Guard 2: Calculate E
+        let e = calculate_eligibility(s, r, es);
+        let meets_eligibility = e >= 0.5;
+        if !meets_eligibility {
+            reasons.push(format!("Eligibility E={:.2} < 0.5", e));
+        }
+        // Guard 3: Psychrisk ceiling
+        let below_risk_limit = r <= 0.35;
+        if !below_risk_limit {
+            reasons.push(format!("Risk R={:.2} > 0.35", r));
+        }
+        // Guard 4: Dream mode
+        let correct_mode = dream_mode == "quantum_consciousness";
+        if !correct_mode {
+            reasons.push(format!("Dream mode {} not quantum_consciousness", dream_mode));
+        }
+        let allowed = valid_stage && meets_eligibility && below_risk_limit && correct_mode;
+        (allowed, reasons)
+    }

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