# Memory Alpha

> AI memory & knowledge infrastructure publication under the Memory Alpha name.

## Services



## Blog

### The Amnesia Problem (Series B)

- [Why Your AI Needs to Sleep On It: Memory Consolidation and the Missing Half of AI Memory](/blog/why-your-ai-needs-to-sleep-on-it/index.md): Storage is only half of memory.
- [Running 70B on Your Desk: An Honest Guide to On-Prem AI in 2026](/blog/running-70b-on-your-desk/index.md): Running serious AI on your own hardware is no longer exotic in 2026.
- [Why RAG Isn't Memory: The Difference Between Looking It Up and Remembering](/blog/why-rag-isnt-memory/index.md): RAG is retrieval, not memory.
- [The Phase 3 Problem: When Your Agents Start Sharing Each Other's Shadow Memories](/blog/the-phase-3-problem/index.md): Simply connecting AI agents in a team creates 7–29% PII leakage — not through attacks, but through architecture.
- [Your Organization's AI Has Shadow Memories](/blog/shadow-memories/index.md): 59% of organizations admit shadow AI usage, and the major LLMs now ship persistent memory features by default.
- [The Trust Chain Problem: Why AI Memory Without Governance Is a Liability](/blog/the-trust-chain-problem/index.md): The AI memory race is on.
- [The Rediscovery Tax: What AI Amnesia Actually Costs](/blog/the-rediscovery-tax/index.md): Your AI assistant understood your architecture yesterday.

### Working WITH AI (Series C)

- [The Shape of What's Missing: How to Notice the Knowledge That Isn't There](/blog/the-shape-of-whats-missing/index.md): A body of knowledge encodes what is missing from it — in its gaps, asymmetries, and conspicuous silences.
- [Why Your AI Gets Worse at 3pm: Context Rot and the Limits of a Long Session](/blog/why-your-ai-gets-worse-at-3pm/index.md): Large language models degrade over a long session as their context fills with noise — a 2026 phenomenon researchers named 'context rot.' Why your AI is sharp in the morning and sloppy by afternoon, why bigger context windows defer rather than fix it (Chroma, NoLiMa, Lost in the Middle), whether the fatigue metaphor is fair, and the vendor-neutral habits that keep a long session sharp..
- [Designing for All Intelligences: Why Your Website Should Talk to AI Too](/blog/designing-for-all-intelligences/index.md): Your website has millions of visitors you never designed for.
- [What 160+ Sessions Taught Us About Human-AI Collaboration](/blog/what-160-sessions-taught-us/index.md): We tracked 160+ human-AI collaboration sessions across 37 projects.
- [The Partnership Paradigm: Why How You Relate to AI Changes What AI Can Do](/blog/the-partnership-paradigm/index.md): Only 5% of AI users treat it as a reasoning partner.

## About

- [Contact](/contact/index.md): Get in touch — info@sheridan.hu
- [Legal](/legal/index.md): Business entity and legal information
- [Blog Index](/blog/index.md): All articles with series navigation