Skip to content
View alexanderbering's full-sized avatar

Highlights

  • Pro

Organizations

@zensation-ai

Block or report alexanderbering

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
alexanderbering/README.md

Alexander Bering

Founder and principal investigator at ZenSation AI, an independent research lab in Kiel, Germany, working on cognitive architectures for AI, agent memory and AI safety. Self-funded, without external grants or investors — income from pilots and consulting goes back into the research.

I have been putting software into production since 2009, across three domains: financial trading systems, enterprise CRM, and now AI research infrastructure.

What I build here

zenbrain — a seven-layer, neuroscience-derived memory architecture for LLM agents. Zero-dependency TypeScript, Apache-2.0. On LongMemEval-500 it wins all nine head-to-head answer-quality comparisons against Letta, Mem0 and A-Mem (three competitors × three LLM judges, Bonferroni-corrected), reaching 91.3% of a full-context oracle's binary-judge accuracy at 1/106th of the per-query token cost.

zenai — the self-hosted AI platform ZenBrain was extracted from, published as a frozen, readable snapshot.

The research trail

Preprint arXiv:2604.23878
Author ID ORCID 0009-0001-1793-012X
Open records Zenodo — CC BY 4.0, each with its own version and concept DOI
Reproduction Mechanism ablation package — Apache-2.0; reproduces Tables 7–9 from a clean clone
Lab zensation.ai · research@zensation.ai

Every number I publish is meant to be re-derived, not believed. Benchmarks ship with the protocol, the effect sizes, and the cases where the system loses. Replications and counter-results are welcome — open an issue or write.

Pinned Loading

  1. zensation-ai/zenbrain zensation-ai/zenbrain Public

    Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, procedural) with FSRS spaced repetition and memory consolidation. Zero-dependency TypeScript library, Model…

    TypeScript 22 5

  2. zensation-ai/zenai zensation-ai/zenai Public

    Frozen public snapshot (8 May 2026) of ZenAI — the self-hosted AI OS that remembers. 60 AI tools, 12,000+ tests, 440K+ LOC, 7-layer neuroscience-inspired memory. Not the living tree; active develop…

    TypeScript 5 1