Ephemeral wiki compile-lint

An ephemeral wiki is compiled for one question and is not the durable wiki. A hard question can spawn a short-lived wiki, which is linted and looped before a report is written.¹ The source post has since been deleted.

Overview#

The work is inference-time, not maintenance of the durable wiki.¹ An opening retrieval can seed the compile and is not durable memory;² the numbers reported for that retrieval method are the authors’ own. The report is what is kept, and the throwaway wiki is not the durable store.

Mechanism#

1. Context is optionally seeded by splitting the question, searching, pooling, and reranking.²
2. An ephemeral wiki is constructed for the question.¹
3. It is linted, and the cycle repeats.¹
4. A full report is written.¹

Applications#

The pattern applies when one hard question deserves a short compiled artifact instead of a query against the durable wiki.

Limitations#

Throwaway wikis do not replace the durable wiki, and the pattern does not define roles beyond those stated in its source.

See also#

• Loop engineering – opening retrieval before a loop
• Karpathy LLM wiki foundation – the persistent compile this pattern derives from

References#

Footnotes#

1. https://x.com/karpathy/status/2039808711452246261 ↩ ↩² ↩³ ↩⁴ ↩⁵

2. https://arxiv.org/abs/2609.14412 ↩ ↩²