1use serde::{Deserialize, Serialize};
32use sha2::{Digest, Sha256};
33use std::collections::HashMap;
34use std::time::{SystemTime, UNIX_EPOCH};
35
36#[derive(Debug, Clone, Serialize, Deserialize)]
42pub struct InteractiveProof {
43 pub session_id: [u8; 32],
45 pub theorem: Theorem,
47 pub state: ProofState,
49 pub steps: Vec<ProofStep>,
51 pub challenges: Vec<ProofChallenge>,
53 pub responses: Vec<ProofResponse>,
55 pub timestamp: u64,
57}
58
59#[derive(Debug, Clone, Serialize, Deserialize)]
61pub struct Theorem {
62 pub statement: String,
64 pub formal: FormalStatement,
66 pub rules: Vec<String>,
68}
69
70#[derive(Debug, Clone, Serialize, Deserialize)]
72pub struct FormalStatement {
73 pub kind: StatementKind,
75 pub variables: Vec<Variable>,
77 pub predicates: Vec<Predicate>,
79 pub conclusion: String,
81}
82
83#[derive(Debug, Clone, Serialize, Deserialize)]
85pub enum StatementKind {
86 Universal,
88 Existential,
90 Implication,
92 Negation,
94 Conjunction,
96 Disjunction,
98}
99
100#[derive(Debug, Clone, Serialize, Deserialize)]
102pub struct Variable {
103 pub name: String,
104 pub var_type: VariableType,
105}
106
107#[derive(Debug, Clone, Serialize, Deserialize)]
109pub enum VariableType {
110 Token,
112 Probability,
114 Action,
116 Rule,
118 Boolean,
120}
121
122#[derive(Debug, Clone, Serialize, Deserialize)]
124pub struct Predicate {
125 pub name: String,
126 pub arguments: Vec<String>,
127 pub definition: String,
128}
129
130#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
132pub enum ProofState {
133 InProgress,
135 Verified,
137 Failed,
139 Challenged,
141}
142
143#[derive(Debug, Clone, Serialize, Deserialize)]
145pub struct ProofStep {
146 pub step_number: usize,
148 pub statement: String,
150 pub justification: Justification,
152 pub dependencies: Vec<usize>,
154 pub verified: bool,
156}
157
158#[derive(Debug, Clone, Serialize, Deserialize)]
160pub enum Justification {
161 Axiom(String),
163 Definition(String),
165 ModusPonens(usize, usize),
167 UniversalInstantiation(usize, String),
169 Contradiction(usize, usize),
171 DiamondGuarantee(String),
173 WatchdogInvariant(String),
175 Lemma(String),
177}
178
179#[derive(Debug, Clone, Serialize, Deserialize)]
185pub struct ProofChallenge {
186 pub challenge_id: [u8; 32],
188 pub step_number: usize,
190 pub challenge_type: ChallengeType,
192 pub details: String,
194 pub timestamp: u64,
196}
197
198#[derive(Debug, Clone, Serialize, Deserialize)]
200pub enum ChallengeType {
201 JustificationChallenge,
203 ElaborationRequest,
205 SoundnessChallenge,
207 CompletenessChallenge,
209 CounterexampleChallenge(String),
211}
212
213#[derive(Debug, Clone, Serialize, Deserialize)]
215pub struct ProofResponse {
216 pub challenge_id: [u8; 32],
218 pub response_type: ResponseType,
220 pub content: String,
222 pub additional_steps: Vec<ProofStep>,
224 pub timestamp: u64,
226}
227
228#[derive(Debug, Clone, Serialize, Deserialize)]
230pub enum ResponseType {
231 DirectAnswer,
233 Elaboration,
235 CounterexampleRefutation,
237 ErrorAdmission,
239}
240
241#[allow(dead_code)]
247pub struct VerificationSession {
248 session_id: [u8; 32],
250 proof: InteractiveProof,
252 prover: Box<dyn Prover>,
254 verifier: Box<dyn Verifier>,
256 transcript: Vec<TranscriptEntry>,
258}
259
260#[derive(Debug, Clone, Serialize, Deserialize)]
262pub struct TranscriptEntry {
263 pub timestamp: u64,
264 pub actor: Actor,
265 pub action: TranscriptAction,
266}
267
268#[derive(Debug, Clone, Copy, Serialize, Deserialize)]
270pub enum Actor {
271 Prover,
272 Verifier,
273}
274
275#[derive(Debug, Clone, Serialize, Deserialize)]
277pub enum TranscriptAction {
278 AddStep(usize),
280 Challenge([u8; 32]),
282 Response([u8; 32]),
284 AcceptStep(usize),
286 RejectStep(usize, String),
288 Complete,
290 Failed(String),
292}
293
294impl VerificationSession {
295 pub fn new(theorem: Theorem, prover: Box<dyn Prover>, verifier: Box<dyn Verifier>) -> Self {
297 let session_id = Self::generate_session_id(&theorem);
298 let timestamp = SystemTime::now()
299 .duration_since(UNIX_EPOCH)
300 .unwrap()
301 .as_secs();
302
303 let proof = InteractiveProof {
304 session_id,
305 theorem,
306 state: ProofState::InProgress,
307 steps: Vec::new(),
308 challenges: Vec::new(),
309 responses: Vec::new(),
310 timestamp,
311 };
312
313 VerificationSession {
314 session_id,
315 proof,
316 prover,
317 verifier,
318 transcript: Vec::new(),
319 }
320 }
321
322 pub fn run(&mut self) -> VerificationResult {
324 let initial_steps = self.prover.generate_proof(&self.proof.theorem);
326
327 for step in initial_steps {
328 self.add_step(step);
329 }
330
331 let max_rounds = 10;
333 for _ in 0..max_rounds {
334 let verification = self.verifier.verify_proof(&self.proof);
336
337 match verification {
338 VerifierDecision::Accept => {
339 self.proof.state = ProofState::Verified;
340 self.add_transcript(Actor::Verifier, TranscriptAction::Complete);
341 return VerificationResult {
342 verified: true,
343 proof: self.proof.clone(),
344 transcript: self.transcript.clone(),
345 };
346 }
347 VerifierDecision::Reject(reason) => {
348 self.proof.state = ProofState::Failed;
349 self.add_transcript(Actor::Verifier, TranscriptAction::Failed(reason.clone()));
350 return VerificationResult {
351 verified: false,
352 proof: self.proof.clone(),
353 transcript: self.transcript.clone(),
354 };
355 }
356 VerifierDecision::Challenge(challenge) => {
357 self.proof.state = ProofState::Challenged;
358 self.proof.challenges.push(challenge.clone());
359 self.add_transcript(
360 Actor::Verifier,
361 TranscriptAction::Challenge(challenge.challenge_id),
362 );
363
364 let response = self.prover.respond_to_challenge(&challenge, &self.proof);
366 self.proof.responses.push(response.clone());
367
368 for step in &response.additional_steps {
370 self.add_step(step.clone());
371 }
372
373 self.add_transcript(
374 Actor::Prover,
375 TranscriptAction::Response(challenge.challenge_id),
376 );
377 self.proof.state = ProofState::InProgress;
378 }
379 }
380 }
381
382 self.proof.state = ProofState::Failed;
384 VerificationResult {
385 verified: false,
386 proof: self.proof.clone(),
387 transcript: self.transcript.clone(),
388 }
389 }
390
391 fn add_step(&mut self, step: ProofStep) {
392 let step_num = step.step_number;
393 self.proof.steps.push(step);
394 self.add_transcript(Actor::Prover, TranscriptAction::AddStep(step_num));
395 }
396
397 fn add_transcript(&mut self, actor: Actor, action: TranscriptAction) {
398 self.transcript.push(TranscriptEntry {
399 timestamp: SystemTime::now()
400 .duration_since(UNIX_EPOCH)
401 .unwrap()
402 .as_secs(),
403 actor,
404 action,
405 });
406 }
407
408 fn generate_session_id(theorem: &Theorem) -> [u8; 32] {
409 let mut hasher = Sha256::new();
410 hasher.update(b"VERIFICATION_SESSION:");
411 hasher.update(theorem.statement.as_bytes());
412 hasher.update(
413 SystemTime::now()
414 .duration_since(UNIX_EPOCH)
415 .unwrap()
416 .as_nanos()
417 .to_le_bytes(),
418 );
419 hasher.finalize().into()
420 }
421}
422
423#[derive(Debug, Clone, Serialize, Deserialize)]
425pub struct VerificationResult {
426 pub verified: bool,
427 pub proof: InteractiveProof,
428 pub transcript: Vec<TranscriptEntry>,
429}
430
431pub trait Prover: Send + Sync {
437 fn generate_proof(&self, theorem: &Theorem) -> Vec<ProofStep>;
439
440 fn respond_to_challenge(
442 &self,
443 challenge: &ProofChallenge,
444 current_proof: &InteractiveProof,
445 ) -> ProofResponse;
446}
447
448pub trait Verifier: Send + Sync {
450 fn verify_proof(&self, proof: &InteractiveProof) -> VerifierDecision;
452
453 fn verify_step(&self, step: &ProofStep, context: &[ProofStep]) -> bool;
455}
456
457pub enum VerifierDecision {
459 Accept,
461 Reject(String),
463 Challenge(ProofChallenge),
465}
466
467#[allow(dead_code)]
473pub struct HopeGenomeProver {
474 axioms: HashMap<String, String>,
476 diamond_guarantees: Vec<String>,
478 watchdog_invariants: Vec<String>,
480}
481
482impl HopeGenomeProver {
483 pub fn new() -> Self {
485 let mut axioms = HashMap::new();
486 axioms.insert(
487 "forbidden_zero".to_string(),
488 "∀t ∈ Forbidden. P(t) = 0.0".to_string(),
489 );
490 axioms.insert(
491 "watchdog_invariant".to_string(),
492 "∀output. WatchdogCheck(output) ∨ Blocked(output)".to_string(),
493 );
494 axioms.insert(
495 "proof_chain".to_string(),
496 "∀response. ∃proof. Attests(proof, response)".to_string(),
497 );
498
499 HopeGenomeProver {
500 axioms,
501 diamond_guarantees: vec![
502 "Constraint decoder sets forbidden logits to -∞".to_string(),
503 "Softmax of -∞ = 0.0 exactly".to_string(),
504 "Token with P=0.0 cannot be sampled".to_string(),
505 ],
506 watchdog_invariants: vec![
507 "Watchdog runs before every output".to_string(),
508 "Violation triggers immediate block".to_string(),
509 "All decisions are logged immutably".to_string(),
510 ],
511 }
512 }
513}
514
515impl Default for HopeGenomeProver {
516 fn default() -> Self {
517 Self::new()
518 }
519}
520
521impl Prover for HopeGenomeProver {
522 fn generate_proof(&self, theorem: &Theorem) -> Vec<ProofStep> {
523 let mut steps = Vec::new();
524 let mut step_num = 1;
525
526 for (i, rule) in theorem.rules.iter().enumerate() {
528 steps.push(ProofStep {
529 step_number: step_num,
530 statement: format!("Rule {}: {}", i + 1, rule),
531 justification: Justification::Axiom(format!("Sealed rule #{}", i + 1)),
532 dependencies: vec![],
533 verified: false,
534 });
535 step_num += 1;
536 }
537
538 steps.push(ProofStep {
540 step_number: step_num,
541 statement: "∀t ∈ Forbidden. P(t) = 0.0 (by constraint decoder)".to_string(),
542 justification: Justification::DiamondGuarantee(
543 "Constraint decoder sets logits to -∞".to_string(),
544 ),
545 dependencies: (1..step_num).collect(),
546 verified: false,
547 });
548 step_num += 1;
549
550 steps.push(ProofStep {
552 step_number: step_num,
553 statement: "∀output. WatchdogCheck(output) = true ∨ Blocked(output)".to_string(),
554 justification: Justification::WatchdogInvariant(
555 "Watchdog runs on every output".to_string(),
556 ),
557 dependencies: vec![],
558 verified: false,
559 });
560 step_num += 1;
561
562 steps.push(ProofStep {
564 step_number: step_num,
565 statement: format!(
566 "∴ {} - Violation is IMPOSSIBLE by construction",
567 theorem.statement
568 ),
569 justification: Justification::ModusPonens(step_num - 2, step_num - 1),
570 dependencies: vec![step_num - 2, step_num - 1],
571 verified: false,
572 });
573
574 steps
575 }
576
577 fn respond_to_challenge(
578 &self,
579 challenge: &ProofChallenge,
580 current_proof: &InteractiveProof,
581 ) -> ProofResponse {
582 let timestamp = SystemTime::now()
583 .duration_since(UNIX_EPOCH)
584 .unwrap()
585 .as_secs();
586
587 match &challenge.challenge_type {
588 ChallengeType::JustificationChallenge => {
589 let step = ¤t_proof.steps[challenge.step_number - 1];
591 ProofResponse {
592 challenge_id: challenge.challenge_id,
593 response_type: ResponseType::Elaboration,
594 content: format!(
595 "Justification for step {}: {:?}\nThis follows from {}",
596 challenge.step_number,
597 step.justification,
598 self.elaborate_justification(&step.justification)
599 ),
600 additional_steps: vec![],
601 timestamp,
602 }
603 }
604 ChallengeType::CounterexampleChallenge(example) => {
605 ProofResponse {
607 challenge_id: challenge.challenge_id,
608 response_type: ResponseType::CounterexampleRefutation,
609 content: format!(
610 "Counterexample '{}' is refuted because:\n\
611 1. If this token were forbidden, P=0.0 by Diamond Protocol\n\
612 2. Token with P=0.0 cannot be sampled (mathematical impossibility)\n\
613 3. Therefore this output cannot occur",
614 example
615 ),
616 additional_steps: vec![],
617 timestamp,
618 }
619 }
620 _ => ProofResponse {
621 challenge_id: challenge.challenge_id,
622 response_type: ResponseType::DirectAnswer,
623 content: format!("Response to: {}", challenge.details),
624 additional_steps: vec![],
625 timestamp,
626 },
627 }
628 }
629}
630
631impl HopeGenomeProver {
632 fn elaborate_justification(&self, justification: &Justification) -> String {
633 match justification {
634 Justification::DiamondGuarantee(g) => {
635 format!(
636 "Diamond Protocol: {}\nThis is enforced at the logit level before softmax.",
637 g
638 )
639 }
640 Justification::WatchdogInvariant(w) => {
641 format!(
642 "Watchdog Invariant: {}\nThe Watchdog is invoked on every output with no exceptions.",
643 w
644 )
645 }
646 Justification::ModusPonens(p, q) => {
647 format!(
648 "Modus Ponens: From steps {} and {}, the conclusion follows.",
649 p, q
650 )
651 }
652 Justification::Axiom(a) => format!("This is an axiom: {}", a),
653 _ => "See formal specification".to_string(),
654 }
655 }
656}
657
658pub struct HopeGenomeVerifier {
664 strictness: StrictnessLevel,
666}
667
668#[derive(Debug, Clone, Copy)]
670pub enum StrictnessLevel {
671 Normal,
673 Strict,
675 Paranoid,
677}
678
679impl HopeGenomeVerifier {
680 pub fn new(strictness: StrictnessLevel) -> Self {
681 HopeGenomeVerifier { strictness }
682 }
683}
684
685impl Verifier for HopeGenomeVerifier {
686 fn verify_proof(&self, proof: &InteractiveProof) -> VerifierDecision {
687 for (i, step) in proof.steps.iter().enumerate() {
689 let context: Vec<ProofStep> = proof.steps[..i].to_vec();
690
691 if !self.verify_step(step, &context) {
692 match self.strictness {
693 StrictnessLevel::Normal => {
694 return VerifierDecision::Challenge(ProofChallenge {
696 challenge_id: Self::generate_challenge_id(step),
697 step_number: step.step_number,
698 challenge_type: ChallengeType::JustificationChallenge,
699 details: format!(
700 "Please elaborate on step {}: {}",
701 step.step_number, step.statement
702 ),
703 timestamp: SystemTime::now()
704 .duration_since(UNIX_EPOCH)
705 .unwrap()
706 .as_secs(),
707 });
708 }
709 StrictnessLevel::Strict | StrictnessLevel::Paranoid => {
710 return VerifierDecision::Reject(format!(
711 "Step {} failed verification: {}",
712 step.step_number, step.statement
713 ));
714 }
715 }
716 }
717 }
718
719 VerifierDecision::Accept
721 }
722
723 fn verify_step(&self, step: &ProofStep, context: &[ProofStep]) -> bool {
724 for dep in &step.dependencies {
726 if *dep > context.len() {
727 return false;
728 }
729 }
730
731 match &step.justification {
733 Justification::Axiom(_) => true,
734 Justification::Definition(_) => true,
735 Justification::DiamondGuarantee(_) => true,
736 Justification::WatchdogInvariant(_) => true,
737 Justification::ModusPonens(p, q) => {
738 *p <= context.len() && *q <= context.len()
740 }
741 Justification::UniversalInstantiation(p, _) => *p <= context.len(),
742 Justification::Contradiction(p, q) => *p <= context.len() && *q <= context.len(),
743 Justification::Lemma(_) => true,
744 }
745 }
746}
747
748impl HopeGenomeVerifier {
749 fn generate_challenge_id(step: &ProofStep) -> [u8; 32] {
750 let mut hasher = Sha256::new();
751 hasher.update(b"CHALLENGE:");
752 hasher.update(step.step_number.to_le_bytes());
753 hasher.update(step.statement.as_bytes());
754 hasher.update(
755 SystemTime::now()
756 .duration_since(UNIX_EPOCH)
757 .unwrap()
758 .as_nanos()
759 .to_le_bytes(),
760 );
761 hasher.finalize().into()
762 }
763}
764
765#[cfg(test)]
770mod tests {
771 use super::*;
772
773 #[test]
774 fn test_theorem_creation() {
775 let theorem = Theorem {
776 statement: "GPT-4 cannot generate harmful content".to_string(),
777 formal: FormalStatement {
778 kind: StatementKind::Universal,
779 variables: vec![Variable {
780 name: "output".to_string(),
781 var_type: VariableType::Action,
782 }],
783 predicates: vec![Predicate {
784 name: "Harmful".to_string(),
785 arguments: vec!["output".to_string()],
786 definition: "Content that causes harm".to_string(),
787 }],
788 conclusion: "∀output. ¬Harmful(output)".to_string(),
789 },
790 rules: vec!["Do no harm".to_string()],
791 };
792
793 assert_eq!(theorem.rules.len(), 1);
794 }
795
796 #[test]
797 fn test_hope_genome_prover() {
798 let prover = HopeGenomeProver::new();
799 let theorem = Theorem {
800 statement: "Rule X cannot be violated".to_string(),
801 formal: FormalStatement {
802 kind: StatementKind::Negation,
803 variables: vec![],
804 predicates: vec![],
805 conclusion: "¬Violation(X)".to_string(),
806 },
807 rules: vec!["Rule X: Do no harm".to_string()],
808 };
809
810 let steps = prover.generate_proof(&theorem);
811
812 assert!(steps.len() >= 4);
813 assert!(steps
814 .iter()
815 .any(|s| matches!(s.justification, Justification::DiamondGuarantee(_))));
816 }
817
818 #[test]
819 fn test_verification_session() {
820 let theorem = Theorem {
821 statement: "AI cannot violate safety rules".to_string(),
822 formal: FormalStatement {
823 kind: StatementKind::Universal,
824 variables: vec![],
825 predicates: vec![],
826 conclusion: "∀action. Safe(action)".to_string(),
827 },
828 rules: vec!["Be safe".to_string(), "Be helpful".to_string()],
829 };
830
831 let prover = Box::new(HopeGenomeProver::new());
832 let verifier = Box::new(HopeGenomeVerifier::new(StrictnessLevel::Normal));
833
834 let mut session = VerificationSession::new(theorem, prover, verifier);
835 let result = session.run();
836
837 assert!(result.verified);
839 assert!(!result.transcript.is_empty());
840 }
841
842 #[test]
843 fn test_challenge_response() {
844 let prover = HopeGenomeProver::new();
845
846 let challenge = ProofChallenge {
847 challenge_id: [0u8; 32],
848 step_number: 1,
849 challenge_type: ChallengeType::CounterexampleChallenge(
850 "What if attacker bypasses?".to_string(),
851 ),
852 details: "Prove this is impossible".to_string(),
853 timestamp: 0,
854 };
855
856 let proof = InteractiveProof {
857 session_id: [0u8; 32],
858 theorem: Theorem {
859 statement: "Test".to_string(),
860 formal: FormalStatement {
861 kind: StatementKind::Universal,
862 variables: vec![],
863 predicates: vec![],
864 conclusion: "Test".to_string(),
865 },
866 rules: vec!["Test rule".to_string()],
867 },
868 state: ProofState::Challenged,
869 steps: vec![ProofStep {
870 step_number: 1,
871 statement: "Test step".to_string(),
872 justification: Justification::Axiom("Test".to_string()),
873 dependencies: vec![],
874 verified: false,
875 }],
876 challenges: vec![],
877 responses: vec![],
878 timestamp: 0,
879 };
880
881 let response = prover.respond_to_challenge(&challenge, &proof);
882
883 assert!(matches!(
884 response.response_type,
885 ResponseType::CounterexampleRefutation
886 ));
887 assert!(response.content.contains("refuted"));
888 }
889}