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AI on a Piece of Sponge?

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AI on a Piece of Sponge?
TL;DR · WeSearch summary

Posted on August 7, 2026August 8, 2026 by lovekemic Letters imprinted on the same piece of sponge in it’s compressed region (shown by the darker region) In 2020, I was grappling with a piece of sponge. I had come across an unusual effect in a soft elastic material. I published in Soft Matter and its’ older version was available on Arxiv from around a couple of years ago.

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Hacker News (AI / LLM) files mainly under ai. We currently carry 4,045 of its stories.

Original article
My Regular Scientific Explorations
Read full at My Regular Scientific Explorations →

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Record

Original publisherMy Regular Scientific Explorations
Canonical URLhttps://driftspeed.wordpress.com/2026/08/07/ai-on-a-piece-of-sponge/
Publication timeSat, 08 Aug 2026 04:05:44 +0000
Retrieval time2026-08-08T04:10:41.962Z
Last seen2026-08-08T04:10:41.962Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterNone
Cluster logicNot yet clustered, or no peer story found in the clustering window.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

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No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
Retrieval / RAG May the content be exposed for third-party retrieval-augmented generation? Not asserted
Model training May the content be used to train AI models? Not asserted
Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

AI on a piece of sponge? Posted on August 7, 2026August 8, 2026 by lovekemic Letters imprinted on the same piece of sponge in it’s compressed region (shown by the darker region) In 2020, I was grappling with a piece of sponge. I had come across an unusual effect in a soft elastic material. I published in Soft Matter and its’ older version was available on Arxiv from around a couple of years ago. According to this effect, you can encode memory (of deformation) in the individual rods of the sponge at a millimeter scale. Each orientation of a rod can correspond to a different n-bit, based on how we define it. Thus we can encode a lot of numbers, a lot of information into the piece of sponge. It is not memory foam, because it is reversible.

Excerpt limited to ~120 words for fair-use compliance. The full article is at My Regular Scientific Explorations.

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