Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'
This commit is contained in:
379
vendor/ruvector/docs/research/shors-algorithm-50-year-projection.md
vendored
Normal file
379
vendor/ruvector/docs/research/shors-algorithm-50-year-projection.md
vendored
Normal file
@@ -0,0 +1,379 @@
|
||||
# Shor's Algorithm in 50 Years: A Speculative Projection (2026 → 2076)
|
||||
|
||||
> **Context**: Peter Shor published his factoring algorithm in 1994. It is now
|
||||
> 32 years old and has never been used to break a real cryptographic key. What
|
||||
> does the *next* 50 years look like? This document extrapolates from current
|
||||
> trends, ruQu's architectural patterns, and theoretical computer science to
|
||||
> imagine where Shor's algorithm — and its successors — might be in 2076.
|
||||
|
||||
## 1. Where We Are Today (2026)
|
||||
|
||||
### 1.1 The State of Play
|
||||
|
||||
| Milestone | Year | Largest Number Factored | Qubits Used |
|
||||
|-----------|------|------------------------|-------------|
|
||||
| Shor's original paper | 1994 | Theoretical | 0 |
|
||||
| First experimental demo | 2001 | 15 = 3 × 5 | 7 (NMR) |
|
||||
| Photonic factoring | 2012 | 21 = 3 × 7 | 10 |
|
||||
| IBM superconducting | 2019 | 35 = 5 × 7 | 16 |
|
||||
| Variational hybrid | 2023 | 261,980,999 (claim disputed) | 10 |
|
||||
| Current NISQ frontier | 2026 | ~1,000-10,000 range (noisy) | 50-100 |
|
||||
| ruQu simulator | 2026 | ~32,767 (15-bit, clean sim) | 25 |
|
||||
|
||||
### 1.2 The Gap to RSA-2048
|
||||
|
||||
```
|
||||
RSA-2048 requires factoring a 617-digit number.
|
||||
Best classical: ~2^112 operations (General Number Field Sieve)
|
||||
Shor's algorithm: ~4,096 logical qubits, ~10^9 gates
|
||||
With surface code (d=23): ~4 million physical qubits
|
||||
Current hardware: ~1,000 noisy physical qubits
|
||||
|
||||
Gap: ~4,000× in qubit count, ~10,000× in error rate improvement
|
||||
```
|
||||
|
||||
## 2. Decade 1: 2026-2036 — The NISQ-to-Fault-Tolerant Transition
|
||||
|
||||
### 2.1 Predicted Hardware Trajectory
|
||||
|
||||
| Year | Physical Qubits | Error Rate | Logical Qubits | Factoring Capability |
|
||||
|------|----------------|------------|-----------------|---------------------|
|
||||
| 2026 | 1,000 | 10⁻³ | ~1 (barely) | 15-bit (demonstration) |
|
||||
| 2028 | 5,000 | 5×10⁻⁴ | ~5 | 30-bit (academic) |
|
||||
| 2030 | 10,000 | 10⁻⁴ | ~20-50 | 64-bit (RSA-64 falls) |
|
||||
| 2033 | 50,000 | 5×10⁻⁵ | ~200 | 256-bit (ECDSA-128 threatened) |
|
||||
| 2036 | 100,000 | 10⁻⁵ | ~1,000 | 512-bit (RSA-512 falls) |
|
||||
|
||||
### 2.2 The Variational Shortcut
|
||||
|
||||
The table above assumes standard Shor's. But variational approaches
|
||||
(VQE-based factoring, QAOA-enhanced number field sieve) trade qubits
|
||||
for classical computation:
|
||||
|
||||
```
|
||||
Standard Shor's: 4,096 logical qubits for RSA-2048
|
||||
Variational hybrid: ~500-1,000 logical qubits + massive classical compute
|
||||
```
|
||||
|
||||
**Prediction**: By 2032-2035, variational hybrid approaches factor RSA-1024
|
||||
on ~10,000 physical qubits. Not because the quantum computer is big enough
|
||||
for standard Shor's, but because the classical-quantum interplay finds a
|
||||
more efficient decomposition.
|
||||
|
||||
ruQu's VQE + 256-tile fabric + adaptive coherence gating is exactly this
|
||||
architecture at 25-qubit scale. At 10,000 qubits, the same software
|
||||
framework orchestrates the attack.
|
||||
|
||||
### 2.3 The Crypto Migration Race
|
||||
|
||||
```
|
||||
Timeline:
|
||||
2026: NIST publishes FIPS 203/204/205 (ML-KEM, ML-DSA, SLH-DSA)
|
||||
2027-2030: Enterprise migration begins (banks, governments)
|
||||
2030: RSA-64 falls to quantum computers
|
||||
2031-2033: Consumer migration (browsers, phones, IoT)
|
||||
2033: ECDSA-128 equivalent threatened
|
||||
2035: RSA-512 falls
|
||||
2036: NIST deprecates all pre-quantum public key crypto
|
||||
```
|
||||
|
||||
**The question**: Does migration complete before capability arrives?
|
||||
|
||||
**Historical precedent**: SHA-1 was deprecated in 2011, but real attacks
|
||||
emerged in 2017 (SHAttered). Migration took ~10 years. If quantum threats
|
||||
materialize ~2033, and migration started ~2026, the race is tight.
|
||||
|
||||
## 3. Decade 2: 2036-2046 — Shor's Becomes Routine
|
||||
|
||||
### 3.1 Quantum Computing Matures
|
||||
|
||||
By 2040, quantum computers are expected to reach the "utility" phase:
|
||||
|
||||
| Metric | 2026 | 2040 (projected) |
|
||||
|--------|------|-------------------|
|
||||
| Logical qubits | ~1 | 10,000+ |
|
||||
| Gate fidelity | 99.9% | 99.9999% |
|
||||
| Coherence time | microseconds | seconds-minutes |
|
||||
| Clock speed | kHz | MHz |
|
||||
| Access model | Cloud (limited) | Cloud (commodity) |
|
||||
|
||||
### 3.2 Shor's Implications at Scale
|
||||
|
||||
```
|
||||
By ~2038: RSA-2048 is factored by a quantum computer.
|
||||
By ~2040: RSA-4096 is factored.
|
||||
By ~2042: All classical public-key crypto is broken.
|
||||
```
|
||||
|
||||
**But this is not the interesting part.**
|
||||
|
||||
The interesting part is what happens to Shor's algorithm itself.
|
||||
In 50 years, Shor's algorithm will be viewed the way we view
|
||||
Euclid's algorithm today — a foundational result that spawned
|
||||
an entire field, but long since superseded by more powerful tools.
|
||||
|
||||
### 3.3 Post-Shor Algorithms
|
||||
|
||||
By 2040, we will likely have:
|
||||
|
||||
**Quantum algorithms for problems we don't yet know are vulnerable**:
|
||||
- Lattice problems (currently "post-quantum safe" — but are they?)
|
||||
- Isogeny-based crypto (SIDH already broken classically in 2022)
|
||||
- Code-based crypto (McEliece — 45 years and still standing, but for how long?)
|
||||
- Multivariate crypto (known quantum speedups exist but not polynomial-time breaks)
|
||||
|
||||
**Meta-algorithmic tools**:
|
||||
- Quantum algorithm discovery by AI (using systems like ruQu's self-learning
|
||||
framework to *find new quantum algorithms* automatically)
|
||||
- Quantum machine learning applied to cryptanalysis
|
||||
- Hybrid quantum-classical attacks that don't map to any single "named" algorithm
|
||||
|
||||
### 3.4 The "Harvest Now, Decrypt Later" Reckoning
|
||||
|
||||
Data encrypted today with RSA/ECDSA and intercepted by adversaries will
|
||||
be decryptable ~2038. This means:
|
||||
|
||||
```
|
||||
Sensitive data encrypted in 2020-2030 with pre-quantum crypto:
|
||||
- Government secrets (classified for 25-75 years)
|
||||
- Medical records (protected for lifetime + 50 years in some jurisdictions)
|
||||
- Financial records (retention: 7-25 years)
|
||||
- Diplomatic communications
|
||||
- Corporate trade secrets
|
||||
|
||||
All of this becomes readable when Shor's becomes practical.
|
||||
```
|
||||
|
||||
**This is not a future problem. It is a present problem with a future deadline.**
|
||||
|
||||
## 4. Decade 3: 2046-2056 — The Post-Cryptographic Era
|
||||
|
||||
### 4.1 Cryptography Transforms
|
||||
|
||||
By 2050, the cryptographic landscape will look fundamentally different:
|
||||
|
||||
**Symmetric crypto survives** (with larger keys):
|
||||
- AES-256 → AES-512 or successor (Grover reduces to 256-bit security)
|
||||
- SHA-3-512 → SHA-4-1024 or successor
|
||||
- Symmetric primitives are "quantum-resistant" with key doubling
|
||||
|
||||
**Public-key crypto is entirely lattice/code/hash-based**:
|
||||
- ML-KEM-1024 or successor (if lattices survive)
|
||||
- Hash-based signatures (SLH-DSA descendants — provably secure under hash assumptions)
|
||||
- Code-based encryption (McEliece descendants)
|
||||
- Possibly: quantum key distribution (QKD) for highest-security channels
|
||||
|
||||
**Or — more radically**:
|
||||
|
||||
### 4.2 Quantum Cryptography Replaces Classical
|
||||
|
||||
If quantum hardware is ubiquitous by 2050:
|
||||
|
||||
```
|
||||
Today (2026):
|
||||
Security = computational hardness (factoring, lattices)
|
||||
Assumption: adversary has limited compute
|
||||
|
||||
2050:
|
||||
Security = physical law (quantum mechanics)
|
||||
Assumption: adversary cannot violate physics
|
||||
```
|
||||
|
||||
**Quantum Key Distribution (QKD)**: Information-theoretically secure key
|
||||
exchange. No computational assumption. Security proven by quantum mechanics.
|
||||
Already deployed in limited settings (China's 4,600km QKD network, 2022).
|
||||
|
||||
**Quantum money**: Unforgeable currency based on no-cloning theorem.
|
||||
Theoretical since 1983 (Wiesner), practical implementation by 2050.
|
||||
|
||||
**Quantum signatures**: Signatures where forgery is physically impossible,
|
||||
not just computationally hard.
|
||||
|
||||
### 4.3 Shor's Algorithm Becomes a Teaching Example
|
||||
|
||||
By 2050, Shor's algorithm is:
|
||||
- Taught in undergraduate CS courses (like RSA is today)
|
||||
- Historically interesting but not "cutting edge"
|
||||
- Superseded by more efficient quantum factoring algorithms
|
||||
- A component in larger quantum algorithm suites
|
||||
|
||||
The research frontier will have moved to:
|
||||
- Quantum algorithms for NP-hard optimization
|
||||
- Quantum machine learning with provable advantages
|
||||
- Quantum simulation of physical systems (chemistry, materials)
|
||||
- Quantum error correction beyond surface codes (topological, LDPC)
|
||||
- Fault-tolerant quantum computing at scale
|
||||
|
||||
## 5. Decade 4-5: 2056-2076 — Shor's Algorithm at 80 Years Old
|
||||
|
||||
### 5.1 The Most Likely Scenario
|
||||
|
||||
```
|
||||
2076 view of Shor's algorithm:
|
||||
|
||||
"Shor's 1994 factoring algorithm was the first polynomial-time quantum
|
||||
algorithm for a problem believed to be classically hard. It triggered
|
||||
the post-quantum cryptography migration of the 2020s-2030s and remains
|
||||
a foundational result in quantum complexity theory. Modern quantum
|
||||
computers can factor million-digit numbers in seconds using descendants
|
||||
of Shor's approach, but this capability has been irrelevant to
|
||||
cryptography since the completion of the PQC migration in ~2040.
|
||||
|
||||
Shor's lasting impact was not the algorithm itself but the
|
||||
demonstration that quantum computers could solve problems outside BQP
|
||||
as classically understood, which opened the field of quantum
|
||||
cryptanalysis and ultimately led to the physics-based security
|
||||
paradigm that replaced computational hardness assumptions."
|
||||
|
||||
— Hypothetical textbook, 2076
|
||||
```
|
||||
|
||||
### 5.2 The Wildcard Scenarios
|
||||
|
||||
#### Wildcard 1: Lattice Problems Fall to Quantum Algorithms
|
||||
|
||||
If someone discovers a quantum polynomial-time algorithm for SVP/LWE
|
||||
(the basis of current post-quantum crypto), then:
|
||||
|
||||
```
|
||||
2040s: Second "crypto emergency" — migrate from lattice-based to ???
|
||||
2050s: Only hash-based and code-based crypto survive
|
||||
2060s: Possibly only information-theoretic security (QKD, one-time pads)
|
||||
```
|
||||
|
||||
**Probability**: Low (~10-20%), but non-zero. Lattice problems have a
|
||||
different structure from factoring, and quantum algorithms for them
|
||||
are an active research area.
|
||||
|
||||
#### Wildcard 2: Quantum Computing Hits a Wall
|
||||
|
||||
If quantum hardware cannot scale beyond ~10,000 logical qubits due to
|
||||
fundamental engineering constraints:
|
||||
|
||||
```
|
||||
2040: RSA-2048 falls (barely — requires most of the world's quantum compute)
|
||||
2050: RSA-4096 still standing
|
||||
2060: Hybrid crypto (classical + quantum) becomes the norm
|
||||
2076: Shor's algorithm works but is resource-constrained, not universal
|
||||
```
|
||||
|
||||
**Probability**: Moderate (~20-30%). There may be engineering limits
|
||||
we haven't encountered yet.
|
||||
|
||||
#### Wildcard 3: Post-Quantum Crypto Has Classical Breaks
|
||||
|
||||
If ML-KEM or ML-DSA falls to a *classical* algorithm (like SIDH fell
|
||||
to Castryck-Decru in 2022):
|
||||
|
||||
```
|
||||
2030s: Emergency re-migration to backup PQC schemes
|
||||
2040s: Diversified crypto stack (multiple independent assumptions)
|
||||
2076: Security based on algorithm diversity, not single hard problem
|
||||
```
|
||||
|
||||
**Probability**: Moderate for specific schemes (~30%), low for all
|
||||
lattice-based schemes simultaneously (~5%).
|
||||
|
||||
#### Wildcard 4: Breakthrough in Quantum Error Correction
|
||||
|
||||
If a radically more efficient QEC scheme is discovered (e.g., requiring
|
||||
only 10:1 physical-to-logical ratio instead of 1000:1):
|
||||
|
||||
```
|
||||
2030: 100,000 physical qubits → 10,000 logical qubits (vs. 100 today)
|
||||
2032: RSA-2048 falls a decade early
|
||||
2035: All classical public-key crypto broken
|
||||
2040: Quantum supremacy in optimization, simulation, ML — not just crypto
|
||||
```
|
||||
|
||||
**Probability**: Low-moderate (~15-25%). Surface codes are known to be
|
||||
suboptimal; LDPC and topological codes are improving rapidly.
|
||||
|
||||
## 6. How ruQu Positions for This Future
|
||||
|
||||
### 6.1 Decade 1 (2026-2036): Simulation and Preparation
|
||||
|
||||
ruQu's 25-qubit simulator validates attack circuits and develops the
|
||||
software stack. As hardware scales to 100-1,000 qubits, ruQu's
|
||||
architecture (256-tile fabric, surface code QEC, three-filter pipeline)
|
||||
transfers directly to hardware backends.
|
||||
|
||||
**Key deliverable**: Variational factoring proof-of-concept that
|
||||
demonstrates the hybrid classical-quantum attack framework works.
|
||||
|
||||
### 6.2 Decade 2 (2036-2046): Hardware Integration
|
||||
|
||||
ruQu's fabric architecture maps to real quantum hardware:
|
||||
- Each tile → a quantum processing unit (QPU)
|
||||
- TileZero → classical controller
|
||||
- Three-filter pipeline → real-time coherence monitoring
|
||||
- Witness chain → auditable quantum computation
|
||||
|
||||
**Key deliverable**: First open-source framework for monitored,
|
||||
auditable quantum cryptanalysis on real hardware.
|
||||
|
||||
### 6.3 Decade 3+ (2046-2076): Legacy and Evolution
|
||||
|
||||
ruQu's architectural patterns — coherence gating, structural analysis,
|
||||
anytime-valid testing — become standard practice in quantum computing,
|
||||
not just cryptanalysis. The *defensive* applications (monitoring quantum
|
||||
computer health, certifying computation correctness) outlast the
|
||||
*offensive* applications (which become unnecessary after PQC migration).
|
||||
|
||||
**Key deliverable**: Coherence gating becomes an industry standard
|
||||
for quantum computer reliability, independent of cryptanalysis.
|
||||
|
||||
## 7. The Deepest Question: Does Shor's Algorithm Become Irrelevant?
|
||||
|
||||
### 7.1 Yes — For Cryptography
|
||||
|
||||
By 2076, Shor's is irrelevant to cryptography because:
|
||||
1. PQC migration completed decades ago
|
||||
2. Quantum key distribution handles the highest-security use cases
|
||||
3. No one uses RSA/ECDSA for anything important
|
||||
|
||||
### 7.2 No — For Science
|
||||
|
||||
By 2076, Shor's is *more* relevant to science than ever because:
|
||||
1. It proved that quantum computers can solve "hard" problems efficiently
|
||||
2. It motivated the entire field of quantum complexity theory
|
||||
3. Its techniques (quantum Fourier transform, phase estimation) underpin
|
||||
hundreds of later algorithms
|
||||
4. It drove the largest coordinated cryptographic migration in history
|
||||
|
||||
### 7.3 The Analogy
|
||||
|
||||
Shor's algorithm in 2076 will be like the **Enigma break in 2026**:
|
||||
|
||||
- Historically pivotal (changed the course of cryptography)
|
||||
- Technically elegant (still taught and admired)
|
||||
- Practically irrelevant (no one uses Enigma)
|
||||
- Culturally significant (reminded us that "secure" is always relative)
|
||||
|
||||
The lesson Shor's teaches — that security assumptions can be invalidated
|
||||
by new models of computation — will be more relevant in 2076 than ever,
|
||||
as we face whatever the *next* computational paradigm brings.
|
||||
|
||||
## 8. Conclusion: The 50-Year Arc
|
||||
|
||||
```
|
||||
1994: Shor publishes. Theorists panic. Practitioners shrug.
|
||||
2001: First demo (15 = 3 × 5). Interesting but irrelevant.
|
||||
2020s: NIST PQC competition. Migration begins slowly.
|
||||
2026: ruQu implements the full software stack at 25 qubits.
|
||||
2030s: Hardware reaches 10,000+ physical qubits. RSA-64 falls.
|
||||
2035: Enterprise PQC migration urgency peaks.
|
||||
2038: RSA-2048 factored. Headlines, but migration mostly complete.
|
||||
2040s: All pre-quantum public-key crypto broken. Shor's is routine.
|
||||
2050s: Quantum computers are commodity infrastructure.
|
||||
2060s: Shor's is a textbook example, not a research frontier.
|
||||
2076: Shor's algorithm is 82 years old. Still beautiful.
|
||||
Still taught. Completely harmless.
|
||||
The world moved on because it had to — and it did.
|
||||
```
|
||||
|
||||
The real legacy of Shor's algorithm is not the numbers it will factor.
|
||||
It is the *urgency* it created to build quantum-resistant systems
|
||||
*before* the capability arrived. That urgency, right now in 2026,
|
||||
is the most important thing about Shor's algorithm — more important
|
||||
than any future factorization.
|
||||
Reference in New Issue
Block a user