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Moonshot previews Kimi K3, with full weights due July 27

Moonshot AI says its new flagship combines a 2.8-trillion-parameter architecture, native visual understanding, and a one-million-token context window. The weights are promised—not yet available.

Source brief: AI Wire summarized the primary material linked below. This is not independent reporting or an endorsement of the source’s claims.

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What happened

Moonshot AI has published documentation for Kimi K3, describing a 2.8T-parameter multimodal model with a 1M-token context window and saying full weights are planned for July 27.

The facts in this brief are limited to what the named organizations published. Product capabilities, research results, and future plans are attributed to those sources and should be read as their claims unless independently reproduced.

The useful context

Moonshot AI says its new flagship combines a 2.8-trillion-parameter architecture, native visual understanding, and a one-million-token context window. The weights are promised—not yet available.

Why this matters
K3 raises the ceiling claimed by open-weight model developers, but independent testing has to wait until the promised weights arrive. The gap between a preview and a reproducible release matters.
Terms and themes
  • Models & products
  • Open weights
  • Multimodal AI

What to watch

Watch for primary documentation, independent evaluations, implementation details, and any update that changes the availability or scope described here. AI Wire will date material changes and keep corrections attached to this record.

Sources & evidence

Corrections & updates

No corrections have been issued for this brief.

Last checked: July 18, 2026.

Update: Source brief added; clarified that full weights are planned for July 27 and are not yet available.

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