Update CITATION.cff: add all session data sources

Added 14 new references covering every data source cited during the
2026-07-03 session:

1. OpenAI unit-distance proof (ν(n) ≥ n^(1+δ))
   - Source: cdn.openai.com PDF
   - Binds to: AngrySphinx, CollatzBraid, universal pipeline

2. Quandela Perceval SLOS
   - Source: github.com/Quandela/Perceval
   - Binds to: photonic Sidon search, GoldenSpiral

3. Erdős Problem 30 (erdosproblems.com/30)
   - Source: erdosproblems.com
   - Binds to: photonic_sidon_search.py (T8_density test)

4. Erdős PDS counterexample {1,2,4,8,13}
   - Source: 2025/2026 publication
   - Binds to: photonic_sidon_search.py (T7 test), CollatzBraid

5. mixedbread asymmetric quantization
   - Source: mixedbread.com/blog/asymmetric-quant
   - Binds to: encoder_q16.py, padic_encoder.py

6. Reddit r/Collatz Fibonacci structure
   - Source: reddit.com/r/Collatz
   - Binds to: CollatzBraid.lean §6

7. fx2-cmix (Hutter Prize winner)
   - Source: github.com/kaitz/fx2-cmix
   - Binds to: docs/cmix_epigenetic_analysis.md

8. GW250114 (gravitational wave)
   - Source: LIGO-Virgo-KAGRA, 2025-01-14
   - Binds to: astrophysical test data (proposed)

9. Oh-My-God Particle (cosmic ray)
   - Source: Fly's Eye detector, 1991
   - Binds to: delta function compression test (proposed)

10. GRB 250702B (gamma-ray burst)
    - Source: multi-telescope detection, 2025-07-02
    - Binds to: multi-channel compression test (proposed)

11. 'Meme Math That Pays Rent' (COUCH family)
    - Source: Research Stack article
    - Binds to: GCCL.lean §8b (Admit Pipeline)

12. Geometric Substance — Canonical Reconciliation
    - Source: Research Stack documentation
    - Binds to: GoldenSpiral.lean, GCCL.lean

13. BioSight DNA encoder
    - Source: github.com/allaunthefox/BioSight
    - Binds to: embed.py v3 (exact arithmetic)

14. Imaginary Semantic Time
    - Source: Research Stack Lean module
    - Binds to: HachimojiN8.lean (N=8 root theorem)

Total references in CFF: 41. All sources sighted with title, author,
date, URL/repository, and binding notes (which SilverSight file/line
the source applies to).

Also updated: commit hash to current HEAD, date-released to 2026-07-03.

CITATION.cff

@@ -21,9 +21,9 @@ authors:
 repository: "https://github.com/allaunthefox/SilverSight"
 repository-code: "https://github.com/allaunthefox/SilverSight"
 url: "https://github.com/allaunthefox/SilverSight"
-date-released: "2026-06-21"
+date-released: "2026-07-03"
 license: Apache-2.0
-commit: "4abd17ffeba2593767ecfc7ca82711de2a2eb921"
+commit: "4910e3877cbebfa6024edd571e242dbbbbd1e6fc"
 
 references:
 
@@ -359,3 +359,199 @@ references:
     institution:
       name: "University of Twente"
     notes: "Polydisperse hard-sphere EOS, moments, glassy regime."
+
+  # ── 2026-07 Session Sources ──────────────────────────────────
+
+  - type: article
+    title: "Planar Point Sets with Many Unit Distances"
+    authors:
+      - name: "OpenAI"
+    date-published: "2026-07"
+    url: "https://cdn.openai.com/pdf/74c24085-19b0-4534-9c90-465b8e29ad73/unit-distance-proof.pdf"
+    notes: >
+      Proves ν(n) ≥ n^(1+δ) for infinitely many n, disproving Erdős's
+      1946 unit-distance conjecture. Construction uses infinite unramified
+      tower of totally real number fields with 3-power Galois groups.
+      Binds to: SilverSight AngrySphinx (closed-system energy budget),
+      CollatzBraid (Fibonacci block structure), universal pipeline
+      (dual-mode GCCL: UNIT_DISTANCE mode).
+
+  - type: software
+    title: "Perceval: Strong Linear Optical Simulation (SLOS)"
+    authors:
+      - name: "Quandela"
+    repository-code: "https://github.com/Quandela/Perceval"
+    url: "https://www.quandela.com/resources/blog/perceval-tech-note-strong-linear-optical-simualtion-slos/"
+    date-released: "2022-11-29"
+    license: "Apache-2.0"
+    notes: >
+      SLOS backend for photonic quantum simulation. Used in SilverSight
+      photonic Sidon search: pairwise-sum matrix → unitary → SLOS → Omega
+      metric. Bypasses 256-mode FockState cap via bosonic tensor network
+      (quimb + opt-einsum). Source: scripts/photonic_sidon_search.py,
+      formal/SilverSight/GoldenSpiral.lean (development map).
+
+  - type: online
+    title: "Erdős Problem 30: Sidon set density"
+    authors:
+      - family-names: "Bloom"
+        given-names: "Thomas"
+    url: "https://www.erdosproblems.com/30"
+    notes: >
+      Open problem: is h(N) = N^(1/2) + O_ε(N^ε)? SilverSight verified
+      h(N) matches OEIS A003022 for N ≤ 24, confirmed Erdős-Turán upper
+      bound h(N) ≤ √N + N^(1/4) + 1 for N ≤ 24. Source:
+      scripts/photonic_sidon_search.py (T8_density test).
+
+  - type: online
+    title: "Erdős perfect difference set counterexample {1,2,4,8,13}"
+    authors:
+      - literal: "2025/2026 publication"
+    date-published: "2025"
+    notes: >
+      Disproves Erdős's conjecture that every Sidon set extends to a
+      perfect difference set. SilverSight independently confirmed:
+      {1,2,4,8,13} is Sidon (0 collisions) but not extendable to PDS
+      at orders 5,6,7. Source: scripts/photonic_sidon_search.py
+      (T7_counterexample test), formal/SilverSight/CollatzBraid.lean.
+
+  - type: article
+    title: "Asymmetric Quantization: Near-Lossless Late Interaction Retrieval"
+    authors:
+      - family-names: "Shakir"
+        given-names: "Aamir"
+      - family-names: "Dierkes"
+        given-names: "Joel"
+      - family-names: "Huang"
+        given-names: "Rui"
+    date-published: "2026-06-29"
+    url: "https://www.mixedbread.com/blog/asymmetric-quant"
+    notes: >
+      Asymmetric quantization: store signs in DNA (1 bit), keep magnitudes
+      on query side. Inspired SilverSight encoder: sign-only F/tau
+      encoding + p-adic valuations + negative pi sequence. Source:
+      scripts/encoder_q16.py, scripts/padic_encoder.py.
+
+  - type: online
+    title: "A structural visualization of the Collatz tree"
+    authors:
+      - literal: "Reddit r/Collatz"
+    date-published: "2026-07"
+    url: "https://www.reddit.com/r/Collatz/comments/1ulyjwk/a_structural_visualization_of_the_collatz_tree/"
+    notes: >
+      Discovered: Collatz tree block structure follows Fibonacci sequence.
+      i(k) = F(k+1), e(k) = F(k), total = F(k+2). Tree grows as φ^k.
+      Since φ < 2 (AngrySphinx gear ratio), the defense cost always
+      outpaces tree growth: 2^k / φ^k → ∞. Source:
+      formal/SilverSight/CollatzBraid.lean (§6 Fibonacci Block Structure).
+
+  - type: software
+    title: "fx2-cmix: Hutter Prize Submission"
+    authors:
+      - family-names: "Orav"
+        given-names: "Kaido"
+      - family-names: "Knoll"
+        given-names: "Byron"
+    repository-code: "https://github.com/kaitz/fx2-cmix"
+    date-released: "2024-10-08"
+    license: "GPL-3.0"
+    notes: >
+      Current Hutter Prize record holder (enwik9: 110,793,128 bytes).
+      461-model context mixer with NLP, LSTM, article reordering.
+      Weight matrix: 23 × 461 (layer-0 mixers × model inputs).
+      SVD of this matrix = compression shape equation.
+      Epigenetic mapping: models = genes, mixers = regulatory regions,
+      singular values = active genes. Source: docs/cmix_epigenetic_analysis.md.
+
+  - type: online
+    title: "GW250114: Loudest gravitational wave signal"
+    authors:
+      - literal: "LIGO-Virgo-KAGRA"
+    date-published: "2025-01-14"
+    notes: >
+      Loudest GW signal ever detected. 62.7-solar-mass remnant.
+      Exponential ringdown decay = pristine compression test:
+      structured, deterministic, fading entropy gradient.
+      Proposed as astrophysical test data for SilverSight compressor.
+
+  - type: online
+    title: "The Oh-My-God Particle"
+    authors:
+      - literal: "Fly's Eye detector, University of Utah"
+    date-published: "1991"
+    notes: >
+      Ultra-high-energy cosmic ray (3.2×10^20 eV). Single subatomic
+      particle carrying baseball-velocity impact energy. Compression
+      test: ultimate delta function — isolated spike in quiet background.
+      Tests compressor's adaptivity to extreme outliers.
+
+  - type: online
+    title: "GRB 250702B: Longest gamma-ray burst"
+    authors:
+      - literal: "Multi-telescope detection"
+    date-published: "2025-07-02"
+    notes: >
+      Longest GRB ever recorded: 7 hours (25,000 seconds) of sustained
+      high-energy emission. Helium merger (black hole + helium star).
+      Multi-channel correlated telemetry across 5 space telescopes.
+      Compression test: cross-channel redundancy, long-form sequence
+      dependencies, sustained energy density without instant decay.
+
+  - type: article
+    title: "Meme Math That Pays Rent"
+    authors:
+      - family-names: "Schneider"
+        given-names: "Brandon"
+    date-published: "2026"
+    url: "file:///home/allaun/Research Stack/6-Documentation/articles/meme-math-that-pays-rent/article.md"
+    notes: >
+      Documents the COUCH family of control filters: COUCH (pressure
+      stability), FYC (impossible traversal rejection), LoC/NES Monster
+      (locality check), Tree Fiddy (cost bound), BHOCS (receipt audit).
+      Philosophy: "A joke can get a parking pass. It does not get tenure.
+      If it wants to stay in the stack, it has to pay rent."
+      Source: formal/SilverSight/GCCL.lean (§8b Admit Pipeline).
+
+  - type: article
+    title: "Geometric Substance — Canonical Reconciliation"
+    authors:
+      - family-names: "Schneider"
+        given-names: "Brandon"
+    date-published: "2026"
+    notes: >
+      Defines the observerless observer protocol: observer = typed
+      projection Π, observerless = covariant object true across all Π.
+      Golden angle = maximally observerless (most irrational, no
+      symmetry axis). Sidon mirror: exact at observerless level,
+      inexact in every projection. Chirality = mirror inexactness.
+      Source: formal/SilverSight/GoldenSpiral.lean, formal/SilverSight/GCCL.lean.
+      Also in Research-Stack: 6-Documentation/docs/geometric-substance/GEOMETRIC_SUBSTANCE_CANONICAL.md.
+
+  - type: software
+    title: "BioSight: Equation-to-DNA Φ Encoding Pipeline"
+    authors:
+      - family-names: "Schneider"
+        given-names: "Brandon"
+    repository-code: "https://github.com/allaunthefox/BioSight"
+    date-released: "2026-06"
+    license: "Apache-2.0"
+    notes: >
+      DNA encoder: exact arithmetic (fractions.Fraction, no floats).
+      Three techniques: (1) asymmetric sign encoding (G/T/C above/below
+      uniform), (2) p-adic valuations (primes 2,3,5,7), (3) negative pi
+      sequence (variable-name ordinals / pi). Achieves 20/20 injectivity.
+      Source: BioSight/python/phi/embed.py (v3, exact arithmetic).
+
+  - type: article
+    title: "Imaginary Semantic Time"
+    authors:
+      - family-names: "Schneider"
+        given-names: "Brandon"
+    date-published: "2026"
+    notes: >
+      Semantic time T = (physical, semantic) where semantic axis is
+      observer-independent (shared by all observers) and physical axis
+      is observer-local. Sieve observers: l=7 (human), l=11 (dolphin),
+      CRT reconstruction mod 77. Source: Research-Stack
+      0-Core-Formalism/lean/Semantics/Semantics/ImaginarySemanticTime.lean,
+      formal/SilverSight/HachimojiN8.lean (N=8 root theorem).