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AI model

Veo 3.1

Veo 3.1 is Google's text-to-video AI model that generates realistic video clips with synchronized audio from text or image prompts.

Known aliases

  • Veo
  • Veo 3
  • Veo 3.1
  • Veo 3.1 Fast
  • Veo 3.1 video generation model

Current stories

buildOne report1 publisher

Making three sign-in paths resolve to one token wallet cost a month of Dantiva's build

Dantiva's video generation is three Google model calls. The schedule went to accounts, a reserve-capture-refund token ledger, support tooling, and making one wallet work behind three different sign-ins.

Publishers:dev.to

Reality

Evidence42
Adoption14
Hype gap+8
Incentives64
Confidence46
buildConfirmed3 publishers

Gemini's Scene Extension keys each continuation to a previous interaction ID

Google has put video continuation in front of paying Gemini subscribers with a 10-second context window and a 40-second ceiling, which is enough for a short spot but only if you understand what the model can still see by the fourth segment.

Perspective Coverage

3 publishers
Builder
Builder 45%
Operator
Operator 33%
Investor
Investor 22%

Reality

Evidence60
Adoption45
Hype gap+22
Incentives72
Confidence66
buildOne report1 publisher

LTX-2.5 makes the decoder a diffusion model, and deletes your upscaler

Lightricks moved the detail recovery step inside the VAE decoder. That removes a stage from the pipeline, adds a second sampler to the stack, and makes decode latency something you now have to measure.

Publishers:dev.to

Reality

Evidence30
Adoption15
Hype gap+38
Incentives58
Confidence34
leadershipOne report1 publisher

The 28,000-row test prompt: credit pricing moved the risk from contract to runtime

A prompt meant for 10 rows ran on 28,000. That is the buying question now: not price per seat, but what one mis-scoped action costs before anyone notices.

Publishers:blog.hubspot.com

Reality

Evidence32
Adoption30
Hype gap+18
Incentives68
Confidence38
productConfirmed3 publishers

Higgsfield's $400M round prices generative video at $5.4B, and buyer shortlists get shorter

A DST Global-led Series B quadruples the company's valuation since January. The interesting part is what the money is for: compute contracts that decide who is still shipping at renewal.

Perspective Coverage

3 publishers
Builder
Builder 30%
Operator
Operator 23%
Investor
Investor 47%

Reality

Evidence58
Adoption66
Hype gap+22
Incentives78
Confidence64