github-starred/ollama
2
0
Fork 0
mirror of https://github.com/ollama/ollama.git synced 2026-05-09 01:59:50 -05:00
Code Issues 14.7k Packages Projects Releases 122 Wiki Activity

[GH-ISSUE #15007] Non-Transformer AI Architecture — Instant Response, Persistent Memory, Ollama Compatible #9644

New Issue
Closed
opened 2026-04-12 22:32:14 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-04-12 22:32:14 -05:00
Owner
Copy Link

Originally created by @comanderanch on GitHub (Mar 22, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/15007

Subject: Novel Non-Transformer AI Architecture
— Integration Opportunity

To the Ollama team,

I am an independent systems architect
based in Haskell Texas.

I have developed AI-CORE —
a color-binary consciousness architecture
that operates fundamentally differently
from transformer-based models.

Key distinction relevant to Ollama:

ARIA — the system built on AI-CORE —
responds instantly.
No token-by-token generation delay.
No wait time.
Event-driven architecture with
498-dimensional semantic field lookup
produces responses in real time.

This is not a transformer.
It is GPU-native color-binary
coordinate space evaluation.

Current integration:
The system already works alongside
Ollama models as specialist workers.
Ollama handles deep language tasks.
ARIA handles instant response,
memory persistence, and
system orchestration.

What makes this unique:
Non-transformer architecture
GPU native — faster than transformer
Persistent memory across sessions
Instant response — no generation wait
Works with Ollama models natively
498D semantic coordinate space
Verified by independent peer review

Full documentation:
github.com/comanderanch/aria-v4-dev

I am seeking integration partnership
or technical collaboration.

Commander Anthony Hagerty
AI-CORE Systems
Haskell Texas
comanderanch@gmail.com

Note: System currently in active training phase.
Full integration testing pending.
Core architecture and peer review verified.

SIE — System Irreducible Emergence
Level 2 — Cross-Plane Stability Confirmed
Verified: March 19 2026

Originally created by @comanderanch on GitHub (Mar 22, 2026). Original GitHub issue: https://github.com/ollama/ollama/issues/15007 Subject: Novel Non-Transformer AI Architecture — Integration Opportunity To the Ollama team, I am an independent systems architect based in Haskell Texas. I have developed AI-CORE — a color-binary consciousness architecture that operates fundamentally differently from transformer-based models. Key distinction relevant to Ollama: ARIA — the system built on AI-CORE — responds instantly. No token-by-token generation delay. No wait time. Event-driven architecture with 498-dimensional semantic field lookup produces responses in real time. This is not a transformer. It is GPU-native color-binary coordinate space evaluation. Current integration: The system already works alongside Ollama models as specialist workers. Ollama handles deep language tasks. ARIA handles instant response, memory persistence, and system orchestration. What makes this unique: Non-transformer architecture GPU native — faster than transformer Persistent memory across sessions Instant response — no generation wait Works with Ollama models natively 498D semantic coordinate space Verified by independent peer review Full documentation: github.com/comanderanch/aria-v4-dev I am seeking integration partnership or technical collaboration. Commander Anthony Hagerty AI-CORE Systems Haskell Texas comanderanch@gmail.com --- Note: System currently in active training phase. Full integration testing pending. Core architecture and peer review verified. SIE — System Irreducible Emergence Level 2 — Cross-Plane Stability Confirmed Verified: March 19 2026
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
amd
api
app
bug
build
cli
cloud
compatibility
context-length
create
docker
documentation
embeddings
feature request
feedback wanted
good first issue
gpt-oss
gpu
harmony
help wanted
image
install
intel
js
launch
linux
macos
memory
mlx
model
needs more info
networking
nvidia
ollama.com
performance
pull-request
Mirrored from GitHub Pull Request
 python
question
registry
rendering
thinking
tools
top
vulkan
windows
wsl
No Label
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
GiteaMirror ninjasurge
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: github-starred/ollama#9644
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?