MirrorEthic – AI Systems & Research

Builder of private cognitive architectures, CL(3,3) multivector transformers and agentic research tooling

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Hologram Pro 0.5 is live.

Your agents stop forgetting what your project already learned.
Persistent project memory, causal research graph, guards, and a shared blackboard across #ClaudeCode, #Codex, #Grok, #Cursor & #Gemini. Local-first. No telemetry.

https://t.co/MbotStQ49E

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Coming in cold? The Substrate Series so far:
1 architecture>compute · 2 GPU pricing fog · 3 the $800 server · 4 power/thermal · 5 networking (new)

They stack, but start anywhere → https://t.co/jVtyJHLoDs

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Most home AI-lab networking money is wasted on one misunderstanding:

"10 GbE" is not "10× my gigabit."

10 Gb/s = ~1.1 GB/s. Networking quotes bits, storage quotes bytes, the conversion is 8×.

Skip it and you overbuy or stay disappointed. 🧵

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Full write-up — parts list, the exact subnet/jumbo-frame config, and the laptop-to-10GbE workaround — is this week's Substrate Series post:

https://t.co/OpwlXnKYic

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Your AI coding assistant forgets your project between sessions. Hologram Pro fixes that: a pressure-based router learns which files matter for what you're doing — and injects them into every prompt, automatically, before the model starts thinking.
https://t.co/MbotStPwk6

[MirrorEthic – AI Systems & Research @MirrorEthic_]

https://t.co/PgQI7fzGNZ

[MirrorEthic – AI Systems & Research @MirrorEthic_]

If you care about rank collapse, or the future of AI architecture...consider following along.

#AI #TransformerArchitecture #indieAI

https://t.co/WOtzVmYOCm

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Ever feel like AI could be so much more for YOU?

Yeah me too....

So I built a 9 system cognitive stack that works across user interfaces for Claude (or any model that has a runtime shell)

https://t.co/PgbWKepg8j

#AIcommunity #CognitiveArchitecture #AgenticAI

[MirrorEthic – AI Systems & Research @MirrorEthic_]

https://t.co/JU2bYmm9VU

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Big Update!

pip install hologram-cognitive==0.3.3

https://t.co/SbXi0PmWu8

[MirrorEthic – AI Systems & Research @MirrorEthic_]

What's the worst "Claude forgot everything" moment you've had?

I'll go first: 45 minutes into a refactor, asked it to update an endpoint, and it said "I don't see an authentication module in this codebase."

The module it had just finished rewriting.

That compacting can get ya.

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Claude Code keeps forgetting your codebase every session.

I got tired of explaining my architecture from scratch. So I built a memory system.

310 GitHub stars in 4 days. Here's what happened 🧵
#AIcommunity

[MirrorEthic – AI Systems & Research @MirrorEthic_]

Full technical writeup on Medium:
https://t.co/1LfurWWa3u

The open source tools are the foundation.

The deeper research — consciousness modeling, anti-enmeshment architecture, persistent AI memory — that's on Patreon:
https://t.co/qG3FXEGcxG