Clear Ideas

A trusted intelligence workspace for secure external collaboration and governed AI

[Clear Ideas @Clearideas]

Try it, fork it, self-host it, or tell us what you'd like to see in a free, self-hosted version of Clear Ideas.

GitHub:
https://t.co/fnurtMgS2b

Community Edition:
https://t.co/oWgQoGSOuL

Launch post:
https://t.co/KcyVGUPpex

[Clear Ideas @Clearideas]

Clear Ideas Community Edition is live.

Self-hosted. Open source. Runs with Docker.

A lightweight way to get secure file sharing running without handing your collaboration layer to another black box.

GitHub: https://t.co/fnurtMgS2b

[Clear Ideas @Clearideas]

File sharing is becoming AI infrastructure.

That means the collaboration layer needs to be more secure, more inspectable, and less locked-in.

That’s the thinking behind Clear Ideas Community Edition.

[Clear Ideas @Clearideas]

That means valid schemas, correct variable wiring, coherent step order, loop integrity, and downstream outputs that are actually consumed.

The takeaway: real progress, but the enterprise bar is dependable structured execution — not just impressive generation.

https://t.co/ixyGeEQKQh

[Clear Ideas @Clearideas]

Gemini 3.5 Flash shows real progress in the Clear Ideas AI Capability Index.

It improved from 22.0 to 32.2, a gain of +10.2 points over Gemini 3 Flash.

That puts it roughly in the same band as Gemini 3.1 Pro on our structured enterprise workflow benchmark.

[Clear Ideas @Clearideas]

The interesting part: Gemini 3.5 Flash often produces broad, ambitious workflow plans.

But our benchmark is not just testing whether a model understands what should happen.

It tests whether the workflow can actually hold together under execution constraints.

[Clear Ideas @Clearideas]

There is a repo.

That’s all we’re saying for now.

[Clear Ideas @Clearideas]

Sensitive files need more than shared folders. Share externally, control access, and understand what stakeholders review, search, and ask. https://t.co/oFwVbxW6gU

[Clear Ideas @Clearideas]

We published the Clear Ideas AI Capability Index.

It measures whether frontier AI models can turn compact business intent into structured, validated work.

The key separator: stateful aggregation.

Benchmark: https://t.co/ogfB8DsICK

[Clear Ideas @Clearideas]

New post: The Best AI Model Is Usually a Governed System https://t.co/Xz6U8ZLtjg

[Clear Ideas @Clearideas]

What’s the best AI model?

For most teams, that’s the wrong question.

The better question is: what governance does the task require?

[Clear Ideas @Clearideas]

Fast, narrow tasks need efficiency. Sensitive, high-stakes document work needs stronger reasoning, scoped context, citations, permissions, and auditability.

In other words: the best AI model is usually a governed system.

[Clear Ideas @Clearideas]

Institutional knowledge is valuable.

Operationalized institutional knowledge is more valuable.

Read more: https://t.co/QIp6E3luxL

[Clear Ideas @Clearideas]

Some of the most valuable processes in a company are still undocumented.

They live in the heads of your best operators.
That’s efficient until you want to scale them.

[Clear Ideas @Clearideas]

The right workflow design process should ask clarifying questions, structure the logic, validate outputs, and make the result ready to run.

That’s how informal know-how becomes operational infrastructure.