PUTMAN Logic

YouTube launch delayed: demo visuals are giving me fits. Added a DJ — and if I record my own guitar + bass, it may slip longer. If you’re working in XR, procedural crowds, virtual production, or AI-driven sims, Spanda offers a new approach to emergent behavior. Let’s connect.

#gamedev #ai #unity

Emergent behavior in the demo today:
Most NPCs lean friendly ❤️🤗 … but Empathic_NPC is holding back, a bit suspicious of the neighbor.
Love when the system surprises me.

#GameDev #AI #EmergentBehavior #Unity3D #AIDemo #NPC #IndieDev

Perhaps someday computers will be mainstream and affordable, and I too will finally own one.

26 NPCs. Emergent attitudes. No scripts.
Just doing their own thing…
Might flip this into a weekly unscripted drama (or very dry comedy) web-series demo.

#AI #NPCs #EmergentBehavior #Unscripted #IndieDev #Simulation #WebSeries #AIart #GameDev #DryComedy

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I wonder if bluesky.com gets more traffic than bsky.com. One day I’ll go past the welcome page. One day.

PUTMAN Coming Soon!

Launching soon: youtube.com/@putmanmodel

🧑‍🤝‍🧑 Unscripted NPCs from personality settings, not trees.
🌊 Emergent crowd dynamics & emotional overlays.
🛠️ Early LLOYD tests show symbolic scaffolding can steady even small models.

Foundation layer for AGI demos –– subscribe now!

#AGI #AI #Unity3D #NPC #XR

26 unscripted NPC in one scene. The “P” may as well be for “Party.” 🎉
Can’t stop thinking about what this could become with VR/XR + AI gen in the mix.
#NPC #AI #XR #IndieDev #GameDev #Unity3D #AIGenerated #VR #16HourDays

Looks like I’ll need a serious Unity upgrade before I can properly and clearly show the Spanda/LLOYD foundation. Not a bad problem to have.

Emotional physics meets simulation → systems come alive.

#Unity3D #GameDev #AI #AGI #VR #Simulation #IndieDev

Google has graphs, I’ve got spheres.
Mine argue with each other. Which one feels closer to AGI?
#AGI #AI #Unity3D

I’ve been refining my AGI foundations and prototyping small demos.
Amazing what you can build with almost no resources. Grateful for the chance to keep pushing.

#AGI #AI

Manually reviewing nearly 100k lines so the AI can better understand nuance and context. Maybe, in the future, people who offload this to their AI will thank me…
#AI #MachineLearning #DataAnnotation #DataLabeling #TrainingData #LLM #NLP #IndieDev #SoloDev #DataScience #FueledByTea #InDataWeTrust

You said BART screeches a lot… ‘Screech’ was a character on the old TV show Saved by the Bell. So, ‘saved by the bell’ was the pun.

Oh. Guess you’ll just have to hope you get Saved by the Bell.

I’ve got a LLOYD who could handle security on that train.

🛡 LLOYD Preserver — goal-guarded memory for LLMs.
Not a firewall — a babysitter. Detects drift, reinforces intent, keeps the arc aligned.

🔗 Demo: tinyurl.com/LLOYD-Preser...
📦 GitHub: github.com/PutmanModel/...
#AI #AISafety #LLM #EUAIAct #AISafety #LLM #EUAIAct #TrustworthyAI

GPT-2 + symbolic override engine.
It’s called SteroLLOYD — and it doesn’t just complete the sentence.
It changes the tone.

Real-time emotional modulation. Terminal-only. Built solo.
#NarrativeAI #LLM #ChatGPT #GPT2 #AIEthics #NLP

LLOYD Drift Demo now installs clean!
All fixed. All I needed was a little 'this'… literally.

pip install lloyd-drift-demo

Thanks for catching the PyPI packaging bugs — symbolic drift detection is go.

#symbolicAI #meaningmatters #pythondev

Not every word deserves to be said.

What if your AI knew that — and stopped midstream?

Symbolic drift, real-time override.

#AIresearch #SymbolicAI #LLMs #EmotionalAI #ComputationalLinguistics #AIEthics #NaturalLanguageProcessing

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

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.