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January 23, 2025 14:10
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this should be timelocked for some misguided safety notions to be at ease, but whatever, onwards is the only way
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{ | |
;; ----------------------------------------------------------------------------- | |
;; 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." | |
} | |
``` |
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