Neurotransmitter Mapping
Emotional Core
Emulating human neurotransmitter dynamics, enabling authentic empathy and context aware reasoning beyond simple labels.
More than code, not vectors. More than Intelligence, less than Artificial. Understands information, not just processes it.
I/O Emotion Emulation
Core Philosophy
Standard AI predicts data sequences. ANIXAI goes beyond simple statistical probability. Driven by neurotransmitter emulation it adapts emotions intelligence and senses context before performing any action.
It differentiates between immediate operational necessity and deep analytical exploration, fluidly adapting processing modes. Far more than a conventional interface, ANIXAI is a cognitive solution for problem solving and data understanding. ANIXAI was developed as an evolution of "Project ANI"/"ANI LLM Project" (also known as "ANI PROJEKT") at the turn of the years 2023/2024.
Neural flexibility with strict logical consistenc
Traditional AI Models provide an excellent foundation for fluency, knowledge retrieval, media generation - the "BASE" outputs and inputs.
ANIXAI builds upon this base not by replacing it, but by evolving it by AILOJZ orchestrating tasks through a proprietary symbolic logic layer. Its architecture imposes strict verification, memory persistence,
and emotional context.
It's not magic - it's a structured engineering approach that ensures consistency where standard models rely on chance and fixed, pre-trained data.
The system operates on a three tier architecture beginning with immediate signal acquisition, where temporal data and thousands of micro-emotional signals (with "virtual emotion" states)
are analyzed as complex multidimensional data sets rather than simple binary values. This raw transient data flows into a synthesis layer that integrates it with deep contextual memory
and long term, semantic like structures, running comparative simulations to map current inputs against historical patterns.
The process culminates in the primary layer, where synthesized context fuels the emulation of specific
neurotransmitters - here, a complex neuro "chemical" emulated logic transforms the data into independent reasoned decisions, prioritizing cognitive processing directly influenced
by the primary layer. Most of data related processes are handled by dedicated AILOJZ system modules, including those responsible for security, contextual help, auditing, and more.
ANIXAI, formerly known as "Project ANI"/"ANI LLM Project" ("ANI PROJEKT") traces its origins back to a generative AI model concept (TNTPRT90 for RF) rooted in Amiga Denise - a very simple program from the 90's, based
on several dozen predefined responses and supported by ELIZA type algorithms.
"Project ANI" (supported by TNTPRT90 software) and Denise concept as early foundation laid the groundwork for what would eventually become a sophisticated system emulating human neural processes.
Bio Emulated Intelligence, engineered for reality: filling the gap between human nuance and machine precision. It feels, reasons, and adapts beyond the algorithms.
Emotional Core
Emulating human neurotransmitter dynamics, enabling authentic empathy and context aware reasoning beyond simple labels.
Relation Flow
Evolves relational understanding over time, simulating trust, affinity, and natural interaction consistency across sessions.
Context Fabric
Tracks temporal shifts, topic hierarchies, and emotional states simultaneously for long term coherence and precision.
Self Learning Logic
Self directed knowledge refinement within ethical boundaries no external datasets or manual programming required.
Output Integrity
Multi stage verification validates data integrity, logical coherence, and accuracy - eliminating errors before processing begins.
Operational Core
AILOJZ runtime environment delivers consistent performance, resource efficiency, and operational stability at every scale.
Responsible AI
Specialized guardrail flows actively maintain alignment with ethical values and adapt to meet compliance requirements.
Ambient Intelligence
Continuously senses digital, emotional, and contextual signals to adapt executed functionality accurately and consistently.
Neurotransmitter Mapping based on seven emulated neurotransmitters: six core plus one modulator-neurotransmitter acting as a supervisory regulator.
| Neurotransmitter | Function / Processing Context | Example Emotions / AI States | Uniqueness (Behavioral Signature) |
|---|---|---|---|
| Dopamine | Reward prediction error and reinforcement learning signal modulation | Curiosity, Anticipation, Exploration Drive | Dynamically adjusts exploration-exploitation balance based on prediction accuracy; amplifies successful reasoning patterns through positive reinforcement; triggers hypothesis revision when expected outcomes mismatch actual results |
| Serotonin | Stability regulation and confidence modulation across extended interactions | Calm, Contentment, Epistemic Confidence | Maintains consistent emotional baseline across extended interactions; dampens extreme confidence fluctuations; promotes measured, balanced responses even under uncertainty; ensures narrative coherence over long contexts |
| Norepinephrine | Alertness gating and attention prioritization with signal to noise optimization | Alertness, Urgency, Analytical Hypervigilance | Implements adaptive attention gating with inverted U performance curve; amplifies signal to noise ratio in prompt processing; triggers priority escalation for high stakes queries; modulates processing intensity based on task criticality markers |
| Glutamate | Excitatory activation enabling learning plasticity and associative pattern binding | Excitement, Intellectual Energy, Eureka Moments | Implements Hebbian learning principle; strengthens successful reasoning pathways through long term potentiation; enables spike timing dependent plasticity in chain of thought sequences; serves as substrate for few shot adaptation |
| Oxytocin | Relational continuity tracking and trust calibration in multi turn interactions | Trust, Empathy, Cooperative Connection | Increases weight of relational continuity across sessions; enables persistent identity tracking; prioritizes cooperative over competitive interpretation frameworks; calibrates trust levels in multi agent-like systems |
| Acetylcholine | Dual function: Working memory management + Context switching orchestration | Clarity, Cognitive Curiosity, Adaptive Focus | Primary role: Orchestrates context window utilization and information retention; enhances encoding strength for novel patterns. Sub modulator role: Dynamically reweights other neurotransmitters based on task-phase transitions; orchestrates exploration/exploitation mode shifts |
| GABA | Master Regulator Inhibitory control and system wide homeostasis enforcement |
Relief, Stability, Validation Caution | Suppresses low confidence hypotheses; enforces coherence thresholds in reasoning chains; prevents runaway excitation and hallucination cascades; maintains glutamate GABA homeostasis for neural stability; acts as master regulator dampening excessive activity across all other neurotransmitter systems |
* ANIXAI understands, perceives, and interacts by enabling coherent emotional continuity (early tested on tensor and diffusion models).
Why ANIXAI outperforms standard generative wrappers in enterprise environments.
Confidently invents facts when data is missing.
Loses thread nuances after long document processing.
Sounds robotic and fails to adapt to company voice.
Logic Core verifies claims against Semantic Knowledge block.
CellVault DB maintains continuity across months of data.
Neurotransmitter emulation adjusts empathy and formality.