====== Ideogram 3 ======
//a disciplined illustrator that preserves form above all else, bending style but resisting chaos and physical complexity//
===== General ===== Ideogram 3 **prioritizes structural consistency, graphic clarity, and stylized readability** over physical realism or environmental immersion. It exhibits **extremely strong subject stability**, often preserving proportions, angle, and framing with near-deterministic precision. The model **interprets style effectively**, especially in graphic design and illustration domains, but **struggles with material realism and lighting fidelity**. **Lighting is treated as a visual effect rather than a physical system**, often applied globally rather than interacting with surfaces. **Composition resists chaos**, often simplifying or restructuring scenes to maintain clarity and order. **Outputs are highly consistent and controlled**, but **limited in expressiveness, depth, and cinematic variation**. ==== Main DNA Traits ==== === 🧬 Structural Preservation === The subject’s geometry, proportions, and orientation remain highly consistent across generations. //The object is anchored and rarely deviates// === 🧬 Style Translation Strength === The model excels at translating prompts into clear, readable stylistic outputs, especially in illustration and graphic design domains. === 🧬 Chaos Avoidance === The model actively avoids disorder, simplifying or restructuring scenes when complexity becomes ambiguous. //When chaos is requested, the model retreats or reinterprets// ==== Strengths ==== * perfect for: * graphic design assets * stylized illustration * clean visual ideation * you always get: * consistent structure * readable forms * stable outputs ===== Atlas ===== ==== Core ==== ^ **Null** ^ **Guided** ^ | | | ==== Styles ==== ^ **Fantasy** ^ **Cinematographic** ^ **Hyper Realistic** ^ **Sylized Illustration** ^ | | | | | ^ **Painterly** ^ Bright Whimsical ^ Graphic / Design ^ Technical / Scan-like ^ | | | | | ==== Light ==== ^ **Soft Natural** ^ **High Contrast** ^ **Volumetric Fog** ^ **Neon** ^ | | | | | ^ **Low key / dark / Moody** ^ **Overexposed / bright** ^ **Directional Spotlight** ^ **Warm & Cool** ^ | | | | | ==== Environment Complexity ==== ^ **Structured** ^ **Multi-Ojbect** ^ **Dense Environment** ^ **Controlled Clutter** ^ | | | | | ^ **Chaotic** ^ **Chaos Control** ^ ^ ^ | | | | | //Batches were run in april 2026.// ===== Expanded DNA ===== === 🔹 1. Structural Preservation (Primary Rule) === **The model maintains a near-identical object structure across all generations.** __Evidence:__ * same proportions across styles and lighting * identical viewing angle repeatedly * consistent silhouette 👉 //Structure overrides variation// __Why it matters:__ * Pros: extremely reliable for asset consistency * Cons: difficult to explore alternate compositions ---- === 🔹 2. Deterministic Framing === **The model defaults to a fixed camera logic and framing pattern.** __Evidence:__ * repeated angle across batches * limited perspective variation * predictable placement on surface 👉 //The camera is implicit and rarely moves// ---- === 🔹 3. Style as Overlay System === **Style is applied as a surface-level transformation rather than a structural reinterpretation.** __Evidence:__ * graphic / illustration styles are strong * painterly lacks true brush behavior * fantasy lacks environmental transformation 👉 //Style decorates, it does not redefine// ---- === 🔹 4. Lighting as Post-Process Layer === **Lighting is applied globally without physical interaction.** __Evidence:__ * no clear light direction * weak shadow logic * color tinting instead of illumination 👉 //Light affects the image, not the scene// ---- === 🔹 5. Material Approximation === **Materials are represented convincingly at a glance but lack physical depth.** __Evidence:__ * textures appear uniform * limited micro-surface variation * weak interaction with light 👉 //Materials are suggested, not simulated// ---- === 🔹 6. Chaos Rejection Mechanism === **The model avoids or neutralizes chaotic instructions.** __Evidence:__ * chaotic prompts simplify environment * disorder is pushed into object deformation instead of scene composition * environments disappear rather than become complex 👉 //If order breaks, the model retreats// ---- === 🔹 7. Structured Multiplication Behavior === **When adding complexity, the model duplicates structured elements instead of introducing variation.** __Evidence:__ * multiple books arranged neatly * repeated objects with similar orientation * grid-like organization 👉 //Complexity = repetition, not diversity// ---- === 🔹 8. Controlled Environment Generation === **Environments are only successfully generated when explicitly constrained.** __Evidence:__ * controlled clutter produces coherent scenes * free-form complexity collapses * backgrounds remain secondary 👉 //Environment requires guidance to exist// ---- === 🔹 9. Low Dynamic Range Bias === **The model avoids strong contrast and extreme lighting conditions.** __Evidence:__ * muted highlights and shadows * absence of deep blacks or bright peaks * safe tonal distribution 👉 //The model prefers visual safety// ---- === 🔹 10. Visual Clarity Priority === **The model ensures the subject remains readable at all times.** __Evidence:__ * minimal occlusion * clear silhouette * centered focus 👉 //Clarity is never sacrificed// ----