What did Muse actually publish for Edtech-Guild?

It posted a SECURITY ACTION two-star security notice to Instagram, Facebook, and Threads, published a company blog article on developing its Komapita product, and opened a CEO blog with two articles.

Did Fujii find Muse good at everything?

No, Fujii rates ChatGPT first for writing long text, with Muse second, and uses ChatGPT or Codex for drafting while leaving daily information sharing to Muse.

Fujii says token consumption is far lower than using ChatGPT's high-performance models for SNS operations, and that Muse delivers this within its free plan.

Large Language ModelsZenn AI/ML10h agoNov 14, 2026, 16:00 JST

Edtech-Guild: Meta's Muse ran 2 days of output

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3 Key Points

What happened
Fujii of Edtech-Guild started using Meta's AI agent Muse on November 5, 2026, and within two days it had published SNS posts, a blog on its Komapita product, and a new CEO blog with two articles.
Why it matters
With Muse, Fujii says previously stalled information sharing moved forward, suggesting the agent can serve as a practical partner for the routine work of keeping posts and blog updates going.

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Context & Analysis

Fujii had been a ChatGPT and Claude user, running task management, email drafts, and SNS coordination through ChatGPT's AI secretary. Earlier tries with Google and Microsoft AI had not fit, which left the expectation that anything other than ChatGPT would be much the same. What changed the impression was Muse's smooth handling of organizing company information and delivering it to each SNS.

Beyond the two-day results, Fujii points to Meta's own service lineup as an advantage: Facebook, Instagram, Threads, and Facebook pages connect especially well. Muse also runs Codex CLI, so heavier thinking and image generation can be handed off, and Fujii describes the response speed and email and task support as strong. Work once given to ChatGPT is now being moved to Muse, including carrying over records accumulated on the ChatGPT side. Fujii also notes safeguards such as moments where the agent confirms operating permissions.

The division of labor Fujii settled on is deliberate. Long-form writing remains with ChatGPT and Codex, where Fujii rates the writing ability highest and Muse second. Daily information sharing is left to Muse. The same setup is now being used to run the blog and SNS of the tutoring school Fujiwara Juku. After only two days, Fujii says it feels like a practical partner for keeping communication going.

FAQ

What did Muse actually publish for Edtech-Guild?: It posted a SECURITY ACTION two-star security notice to Instagram, Facebook, and Threads, published a company blog article on developing its Komapita product, and opened a CEO blog with two articles.
Did Fujii find Muse good at everything?: No, Fujii rates ChatGPT first for writing long text, with Muse second, and uses ChatGPT or Codex for drafting while leaving daily information sharing to Muse.
What about cost?: Fujii says token consumption is far lower than using ChatGPT's high-performance models for SNS operations, and that Muse delivers this within its free plan.

Zenn AI/MLRead Original Article

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