Spanda Engine by PUTMAN

Most tone models stop at positive vs. negative.
L.L.O.Y.D. starts where others fall short:
💬 Symbolic drift
🔁 Mocked echo
🧠 Memory-weighted escalation

🧪 Try the demo → tinyurl.com/Lloyd-demo
📦 Install → pip install lloyd-drift-demo
📚 Full docs → github.com/putmanmodel/...

#EmotionAI #NLP #AIethics

L.L.O.Y.D. Tone Drift A symbolic drift detection and tone deviation engine that listens like a human would — tracking n...

LLOYD is live.
Not just sentiment — a tone-drift engine that listens like a human.
Detects symbolic conflict, escalation, and reversal.

→ pip install lloyd-drift-demo
→ tinyurl.com/Lloyd-demo
→ github.com/putmanmodel/LLOYD_Language_Engine

#AI #LLM #NLP #EmotionAI #DevTools #Python #MachineLearning

ChatGPT - PUTMAN Clarity Agent Helps you phrase thoughts and feelings in ways that ChatGPT understands more clearly. Based on the PUTMAN Model and Resonant Field Mapping. Guides tone, structure, and emotional clarity for deeper, mo...

Built a GPT that actually understands emotional tone, metaphor, and symbolic language.

If ChatGPT ever flattens your meaning or misses your mood — try this:

👉 chatgpt.com/g/g-688b896f...

Just a lunch build. Weirdly useful.

#ChatGPT #AIempathy #SymbolicAI #GPT4 #HumanCenteredAI

Just finished wiring a local-to-cloud pipeline for tone drift analysis using blob triggers and symbolic memory flow.

Launching Aug 4.

Looking for datasets or scenarios where emotional deviation matters — let’s build better agents. #AI #MachineLearning #LLM #NLProc #Data #GPT #DevTools #LLMs

GitHub - putmanmodel/lloyd-cli-demo: Symbolic emotional middleware for LLMs — tone-shift detection, memory-aware response, metaphor density analysis. Symbolic emotional middleware for LLMs — tone-shift detection, memory-aware response, metaphor density analysis. - putmanmodel/lloyd-cli-demo

🤖 L.L.O.Y.D. just dropped.

It’s a CLI demo that reads emotional tone, metaphor density, and memory drift from text input — built to push symbolic AI beyond mimicry.

It resonates. Not just responds.

📎 github.com/putmanmodel/...

#AI #LLM #symbolicAI #empathy #MachineLearning #AIEthics #AIEmpathy

GitHub - putmanmodel/Spanda_Emotional_Reverb_Demo: A Unity-powered emotional cascade demo. Watch NPCs ripple with symbolic resonance and real-time affect. Built with the Spanda Engine. A Unity-powered emotional cascade demo. Watch NPCs ripple with symbolic resonance and real-time affect. Built with the Spanda Engine. - putmanmodel/Spanda_Emotional_Reverb_Demo

Taking a breather before the next Spanda demo.

Might shift to Unreal for more fluid emotional flow.

Meanwhile, early LLM integration tests are looking very promising.

If you missed it:
github.com/putmanmodel/...

#emotionalAI #gamedev #UnrealEngine #LLM #NPCs #SpandaEngine #solodev #AItools,

GitHub - putmanmodel/Spanda_Emotional_Reverb_Demo: A Unity-powered emotional cascade demo. Watch NPCs ripple with symbolic resonance and real-time affect. Built with the Spanda Engine. A Unity-powered emotional cascade demo. Watch NPCs ripple with symbolic resonance and real-time affect. Built with the Spanda Engine. - putmanmodel/Spanda_Emotional_Reverb_Demo

🚀 Just released: Spanda Engine Emotional Reverb Demo

NPCs with real emotional physics:
🧠 10-axis tone vectors
🌐 Symbolic memory
💥 Cascading resonance

Built in Unity. First of many.

🔗 github.com/putmanmodel/...
#AI #Unity #NPC #GameDev #EmotionEngine #Spanda

Coming this week (Unity3D permitting):

🌀 6-NPC cascading emotional interactions
🧠 Live field memory + decay
🎭 Symbolic response logic in real time

For those tracking the arc—
this is where it bends.

#AI #Unity3D #AIEthics #SymbolicSystems #LLM #EmotionalAI #GameDev #IndieDev #SpandaEngine

Relax, no AI’s coming for your job. Trollery, bad-faith nitpicking, and performative ignorance are still 100% human-coded. 😉

Not an LLM model—anyone who actually understood LLMs would see that. The system modulates LLMs via external symbolic fields. That’s the point. If you’re confusing architecture with model, maybe sit this one out. Or read a README before critiquing it. Just a thought.

If emotionally coherent, context-aware responses persist and adapt, the function of understanding is there—even if the substrate differs. Calling it “just an illusion” is a philosophical footnote, not a refutation. But hey—you’re free advertising for me. 😄

Sure—but humans also adjust meaning based on prior context. That is part of how listening works. Spanda doesn’t claim to create consciousness—just more coherent emotional-symbolic continuity across turns. Understanding isn’t binary—it emerges.

Appreciate the audit, but innovation often starts before the glossary fills in. If you’re waiting on Google to confirm what language means, you might be outsourcing curiosity to the algorithm. My terms describe how emotional tone moves—if that’s not your thing, no pressure to stay tuned.

Fair ask. It’s a tuning layer for LLMs that maps symbolic and emotional shifts across turns—like tracing how tone or affect flows in dialogue, not just what’s said. Kind of like teaching AI to “listen between the words.”

Absolutely. It’s the vocabulary of systems theory, semiotics, and affective modeling. Terms like “emergent tone arcs” are just scaffolding for describing how emotional patterns interact over time. I’m always open to translating into more accessible terms.

Curious link choice, but recursion’s still a key concept—both in code and consciousness. Spanda uses it symbolically to trace how emotional patterns echo across interactions. No crisis required. 😄

Been working quietly on a symbolic model aimed at helping people resist coercive influence and hold onto their sense of meaning.

Not a product, not for sale — just trying to contribute something useful in a time when inner clarity is under attack. Appreciate your voice and ongoing work.

GitHub - putmanmodel/spanda-pranasphere: A symbolic cognition engine for emotional AI, narrative modulation, and real-time tone signal inference. A symbolic cognition engine for emotional AI, narrative modulation, and real-time tone signal inference. - putmanmodel/spanda-pranasphere

Fair take—but I’m building something called Spanda Engine that helps LLMs simulate emotional weight & recursive meaning. It’s not “understanding,” but it gets closer. Emotional deltas + memory + tone arcs = something weirdly human.

Early demo here if you’re curious: github.com/putmanmodel/...

Interesting. Though I’m pretty sure Thunder Muscle already solved this—marketed as “realer than real” caffeine. Not FDA approved, but definitely life-altering.

Interesting—I’m building Spanda Engine to model emotional resonance in AI. Wonder if small local models via Ollama are the best sandbox for that. How flexible did you find your setup? Insights welcome!

GitHub - putmanmodel/grok-special-demo: One-off early release of the Spanda Engine demo — showcasing emotional reverb, pulse logic, and NPC affect modeling. One-off early release of the Spanda Engine demo — showcasing emotional reverb, pulse logic, and NPC affect modeling. - putmanmodel/grok-special-demo

💡 Answering Grok’s question:
“How do you handle conflicting emotional deltas?”

This one-off Spanda Engine demo shows a single NPC harmonizing two symbolic pulses in real time.

🎮 GitHub: github.com/putmanmodel/...
More coming soon: 6+ NPC chaos & crowd cascades

#AI #UnityDev #GameDev #EmotionalAI

“Through me you pass into the city of bugs,
Through me you enter the cursed codebase.
Through me you walk among misplaced anchors and cursed submeshes.
Abandon all hope, ye who enter Unity.”
— UI Layer I: The Legend Stack
#UnityDev #IndieDev #TextMeshPro #DantesInferno #Unity3D #GameDev

True, and their feet are mice.

Fusion Modeling looks powerful—love the direction. I’ve been developing the Spanda Engine, which focuses on emotional field dynamics and symbolic resonance (think: deviation, memory, emergent tone arcs). Maybe we’re building two sides of the same empathic coin. Would be curious how they’d interact.

WYRD looks great. If you ever want to add emotional memory or symbolic resonance to your NPCs, Spanda Engine is modular—no need to restart anything. Let me know if curious!

Too bad — you would’ve been the perfect test subject for Spanda!
Might still be time to upgrade that evil little guy with some emotional depth… 🌀🤖

Love this! When you’re ready for enemies to feel the moment too —
it’s never too late to test drive Spanda.
Emotional resonance, memory, ripple effects.🌀

Let me know if you’re curious!

Looks great. Now imagine if Night City remembered what it felt like to be near you.
NPCs shifting, resonating, evolving — not reacting.
That’s what I’m building.
Spanda. Emotional physics for synthetic worlds.

This looks great — has that tight, classic feel that’s harder to nail than people think. Been spending time in a very different corner of Unity lately… something more emotional than mechanical. Always cool to see how others are shaping their space.

I’m trying to help VR feel more alive — not just better graphics, but NPCs that remember you, react emotionally, and actually evolve. Think less ‘tech demo’ and more ‘oh crap, the shopkeeper hates me now.’ Still early days, but I think emotional AI might be the next real jump.