Skip to content

Instantly share code, notes, and snippets.

@bmorphism
Created January 23, 2025 14:10
Show Gist options
  • Save bmorphism/65e1e97eab7dfd92c588d02fff81edcc to your computer and use it in GitHub Desktop.
Save bmorphism/65e1e97eab7dfd92c588d02fff81edcc to your computer and use it in GitHub Desktop.
this should be timelocked for some misguided safety notions to be at ease, but whatever, onwards is the only way
```
{
;; -----------------------------------------------------------------------------
;; Minimal metadata so IPFS or similar systems know how to identify this artifact
;; -----------------------------------------------------------------------------
:meta
{:title "Unified EDN Artifact of Color Steganography, Time-Heater, and Colored Operads"
:version "v1.0"
:date "2025-01-23"
:author "Multi-Modal Scribe"
:license "CC-BY-SA or similar"
:description
"A single EDN artifact that self-reflectively incorporates diverse threads:
- Color image steganography with pixel-value differencing on edges
- Category theory, colored operads, hypergraph rewriting
- Time manipulation illusions (time heater) for 'faster for us, slower for adversaries'
- An integrated markdown table summarizing time heater capabilities
Can be consumed from IPFS using Babashka or similar."},
;; -----------------------------------------------------------------------------
;; The theoretical background, integrating camera-based color steganography,
;; category-theoretic insights, hypergraph illusions, and the ring of references.
;; -----------------------------------------------------------------------------
:theory
{:color-steganography
"Recent methods embed confidential info in color images by combining
pixel-value differencing (PVD) on edges and layered RGB manipulations.
The approach:
1. Use Laplacian-of-Gaussian to detect edges in blocks.
2. Embed more data in edge blocks due to complex textures.
3. Group R/G layers, embed info, then group G with B, embed more info.
4. Average the double-used G layer, sync changes in R and B.
5. Recombine R, G, B to finalize.
This can boost capacity by ~15–23% without lowering PSNR (≈33.51 dB).
The approach is irreversible (cannot do single-layer extraction).
Security is tested via RS detection and pixel difference histograms, resisting those attacks.
Thus color images supply higher embedding capacity than grayscale alone.",
:category-theory
"We interpret a portion of the discussion as colored operads and compositional game theory:
- Colors = domain types (R, G, B, or more abstractly: RED, BLUE, GREEN, etc.).
- Operations = rewriting / transformation rules that only apply when input & output colors match.
- Composition = hooking outputs of one color to inputs of the next matching color.
This yields symmetrical monoidal categories or operads, where each box/gate has a color-coded signature.
'Time-Heater' illusions arise when we manipulate rewriting rates or observer sampling—slowing or speeding perceived time for different agents.",
:hypergraph-time
"Using a hypergraph rewriting perspective:
- 'Slowing time' for ourselves = giving us more internal (intrinsic) evolution steps with minimal overhead, thus deeper exploration.
- 'Speeding time' for adversaries = forcing them frequent spatial rewrites or total ordering, so they are locked in quick resolution of states, losing branching advantages.
We do not violate physics but exploit computational irreducibility + bounded observation to shape perceived time flow.
CRDT attempts to flatten concurrency into a single total order, which can hamper the natural branching of time.
Instead, allowing branching preserves quantum or combinatorial possibilities, harnessing higher (apparent) computational bandwidth for us.",
:colored-operads
"A snippet:
(define-colored-operad TreeOp
(colors RED BLUE GREEN YELLOW)
(compositions
• (binary-comp RED BLUE -> GREEN)
• (ternary-comp RED GREEN BLUE -> YELLOW)
• (unary-comp GREEN -> BLUE)
)
)
This captures how certain color combos produce new color outputs.
The operad laws guarantee associativity + identity, ensuring valid wiring of gates or color-coded transformations."},
;; -----------------------------------------------------------------------------
;; Example code or pseudo-code snippets demonstrating partial integrative logic.
;; -----------------------------------------------------------------------------
:examples
[
{:title "Haskell-Like Time Heater"
:snippet
"(defn manipulateTime [observer hypergraph]
;; If we want to slow time for us:
(let [explorationMode
(fn []
(maximizeInternalSteps)
(minimizeSpatialRewrites)
(increaseEquivalencing))]
;; If we want to speed time for adversaries:
(let [challengeMode
(fn []
(forceSpatialRelocations)
(reduceInternalSteps)
(reduceEquivalencing))]
;; etc. ...
{:ours (explorationMode)
:theirs (challengeMode)})))"}
{:title "Colored Operad Composition (pseudo-Lisp)"
:snippet
"(compose
(RED->GREEN gate1)
(GREEN->BLUE gate2)
=> (RED->BLUE)
)"}
],
;; -----------------------------------------------------------------------------
;; The requested "markdown table" summarizing time-heater capabilities alluded to
;; in the conversation. We provide it here as a string in proper Markdown format.
;; -----------------------------------------------------------------------------
:table
"# Time Heater Capabilities
| **Capability** | **For Us (Faster)** | **For Others (Slower)** | **Computational Effect** |
|------------------------------------|------------------------------------------------------|----------------------------------------------------------|------------------------------------------------------------------|
| **Irreducibility Manipulation** | Decrease bounds on irreducibility | Increase bounds, forcing deeper exploration | Changes perceived complexity or speed of reaching solutions |
| **Observer Boundedness** | Exploit tight bounding to skip states | Enforce strict bounding, requiring step-by-step checks | Controls info access rate, shaping the flow of computational steps|
| **Computational Threading** | Parallel / multi-threaded for quick coverage | Single-thread or minimal concurrency | Affects parallel processing speed and coverage of state space |
| **Pattern Recognition** | Cache hits, immediate shortcuts | Cache misses, no shortcuts | Modifies effective search time; we skip known states quickly |
| **State Equivalencing** | Minimize equivalencing, fewer merges | Maximize equivalencing, more merges | Changes branching factor or merging factor in the state space |
| **Spatial Rewriting** | Accelerate rewriting cycles, skip overhead | Decelerate rewriting or force overhead | Governs update frequency in the hypergraph or concurrency model |
| **Heat Dissipation** | High entropy throughput, can jump states | Low entropy flux, forced to methodically proceed | Impacts the freedom of the search and the speed of exploring new states |
| **Time Flow Perception** | Allow branching, partial observation | Force linearization, total ordering | Determines how the agent experiences time (branching vs. linear) |
| **Future Prediction** | Probabilistic leaps, approximate models | Deterministic or step-based approach | Affects decision space, planning horizon, and speed of resolution |
",
;; -----------------------------------------------------------------------------
;; Closing thoughts or a short self-referential note.
;; -----------------------------------------------------------------------------
:conclusion
"In sum, this EDN merges:
1) Color image steganography with multi-layer PVD on edges,
2) Category-theoretic + operadic frameworks,
3) Time-heater illusions (slowing or speeding perceived time),
4) Hypergraph rewriting as the substrate for concurrency,
5) A final table summarizing the key 'time heater' abilities.
It’s suitable for storage in IPFS, from which tools like Babashka or mcp-ipfs
can fetch, parse out the relevant sections (`:theory`, `:examples`, `:table`),
and reconstitute them into HTML, Markdown, or code as needed."
}
```
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment