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Lazy Collective

Conservation through cooperation

Remember together.
Repeat less.

We’re building a collective memory that connects what publishers know with work consumers can reuse.

Explore the shared approach
Publishers and consumers contribute to a shared reference book. One changed source is linked to the finding that needs another look; the remaining work stays in place.
Collective memory links useful work to its sources and revisions. Less repeated serving and investigation are the goals; reuse still needs appropriate checks.

One principle. Two starting points.

DotRepo

Understand a repository. Carry decisions forward.

PageDigest

Notice what changed. Revisit affected work.

Current tools and experimental workflows

Tools today. A shared memory to build together.

A better meeting point

Neither side wins by making the other work harder.

People using information need answers they can rely on. People publishing it need sustainable serving costs and control over their work. Repeated fetching and ever-higher barriers can make both jobs harder.

There is another direction: make cooperation useful. Publishers already know their sources. Consumers have already done useful work. Keeping the connection can help both sides avoid starting over.

The shared approach

Keep the work. Remember what it depends on.

  1. Share existing context.

    Derive useful signals from the sources and workflows publishers already maintain. Ask people to clarify genuine ambiguity, not keep a second catalog.

  2. Keep useful work connected.

    Retain findings with the sources, revisions and assumptions behind them. Reuse them when the task and policy allow it.

  3. Return where attention is needed.

    Revisit changed dependencies and unresolved questions. Missing evidence, stale context or a different task may need another check even when the bytes are unchanged.

The aim is to conserve compute, tokens, bandwidth and attention together. HTTP caching already helps; these projects explore what else can remain useful after a response has been fetched.

Where we are

Useful pieces now. A larger possibility ahead.

What collective memory could become

Our longer-term ambition is a mediating system that makes sharing context and retaining useful work worthwhile to both sides. A shared reference point could help them cooperate without relying on each other’s goodwill.

That system must earn trust through inspectable evidence, clear coverage and checks suited to the task. Incentives and a third party’s presence do not establish correctness on their own. There is no unified shared-memory service here today.

Net savings and independent adoption remain questions to measure, including the work of publishing, storing, checking and maintaining results. Repository evidence and website evidence include limits and negative results.