# AI News, 20 October: MiniMax Flash, Dream-1 robotics and Chroma Awards

MiniMax expands M3.1 Flash access, Dream-1 offers robot control through an API, and Chroma opens its second creative competition. Here is what changed, who can use it and what remains unproven.

Published: 2026-10-20. Updated: 2026-10-20. Author: XANTRANS editorial.

Three different opportunities: evaluate a lower-priced coding API, explore robot control on compatible hardware, or finish an AI-assisted creative project for a competition. Availability is not proof of results.

## MiniMax M3.1 Flash: the earlier preview gets an API rollout

MiniMax officially rolled out M3.1 Flash on 19 October. We covered the M3.1 Flash Preview's adjustable thinking settings in September; the new development is broader access and a published usage price. The company now lists M3.1 Flash in its API model guide and says it is available through the MiniMax API, M Plan and MiniMax Code. Model weights are promised for later, so local deployment is not an option established by this announcement.

The model is aimed at long agent tasks: coding, cross-app work and tool-driven processes. For a small product team, the useful trial would be a representative issue that needs reading several files, changing code and running tests. Give the model the same brief and checks used with the current coding assistant, then compare the accepted patch, time and total bill. MiniMax reports strong benchmark scores, but those are maker-reported evaluations, not evidence that it will solve this team's issue correctly.

MiniMax lists $0.15 per million input tokens, $0.60 per million output tokens and $0.015 per million cached input tokens. Its model guide describes a one-million-token context window and tunable thinking depth. Those rates make a long workflow worth pricing against alternatives, but the final bill depends on actual token use, repeated attempts and other services the workflow calls. The company claims nearly threefold faster inference and 70% lower overall agent-task cost than its predecessor; readers should treat those figures as MiniMax's comparison, not an independent measurement. The documentation has a small wording conflict: its release-notes blurb calls M3.1 Flash an open-weight model, while the launch post explicitly says weights will come later. The launch post is the safer guide to present availability.

## Dream-1: an API for trying new two-arm robots

Dream Labs has introduced Dream-1, a robot control model offered through a public API. Its research post is dated October 2026 without a day, so this is an October discovery in today's issue, not a confirmed 20 October launch. The claim that matters is transfer: Dream Labs reports that the model can operate two-arm robots with parallel grippers on some tasks without training on that particular robot. Examples on the company's page include moving objects into containers, closing a drawer and folding a towel. These are selected demonstrations, not a promise that every task succeeds.

A robot builder could connect a compatible arm pair, provide the required camera views and test a simple sorting task before collecting a large robot-specific dataset. Dream-1 predicts where the grippers should go; the robot's inverse-kinematics software turns those targets into joint movements. That shared handoff is why the model can work across different arm designs. It also sets a limit: Dream Labs says the model does not control the path each arm takes to the target, and performance depends on the quality of the robot's solver and how far its physical setup differs from training examples.

The published rate is $3 per hour of model use, or $2 for Dream-1-flash. Fine-tuning as a service is offered when zero-shot performance falls short, which means the out-of-box route is only the starting point. Dream Labs calls this a research beta and says it has not been validated for safety-critical use. A practical evaluation belongs in a controlled setting, with repeated task attempts and direct observation of failed as well as successful motions. XANTRANS has not operated this model or verified the vendor's demonstrations.

## Chroma Awards: a new opening for AI filmmakers and creative studios

ElevenLabs announced the opening of Chroma Awards Season 2 submissions on 19 October. The competition covers film, music videos, advertising, games and behind-the-scenes work. This is a creative opportunity rather than a new model release: a place to turn experiments into a finished piece with a clear audience and category.

For a small studio, an advertising entry could be a tightly scoped speculative commercial. The organizer explicitly welcomes ads for imaginary brands as well as professional work. A companion process film could explain the decisions behind the result. Keep a record of tools, licensed materials and production choices as you work, then check the rules of the chosen category before entering. A polished story and sound mix still matter more than a long list of generators.

ElevenLabs says sponsor trials are available and has allocated $22,000 across 22 awards for projects that use its tools significantly. Those awards need no separate entry, but general category eligibility still applies. The announcement contains conflicting closing dates: its introduction says 1 January 2027, while its entry instructions say 7 January at 11:45 PM Pacific Time. We could not resolve that discrepancy through the submission portal. Confirm the deadline and full entry terms with the organizer before planning a delivery date; do not rely on the later date alone.

## Sources

- [MiniMax M3.1 Flash launch, 19 October](https://www.minimax.io/blog/minimax-m31f) (checked 2026-10-20)
- [MiniMax model guide](https://platform.minimax.io/docs/guides/models-intro) (checked 2026-10-20)
- [MiniMax model release notes](https://platform.minimax.io/docs/release-notes/models) (checked 2026-10-20)
- [Dream Labs Dream-1 research post, October 2026](https://dreamlabs.ai/research/dream-1/) (checked 2026-10-20)
- [ElevenLabs: Chroma Awards Season 2 opens, 19 October](https://elevenlabs.io/blog/chroma-awards-season-two-announcement) (checked 2026-10-20)
- [Chroma Awards: competition divisions and categories](https://chromaawards.com/) (checked 2026-10-20)

Prepared with AI assistance from the linked primary sources and creator reporting. XANTRANS has not independently tested the models. Release dates are stated separately from this edition’s reporting date.


Original page: https://xantrans.com/blog/ai-news-2026-10-20-minimax-dream-chroma/