Meta named four enterprise AI products and hired ex-MongoDB CEO CJ Desai to run them, but gave no pricing, launch date, customers or regions. Until those terms appear, it is a roadmap item, while Microsoft and Google already ship agent identity controls.
Reality
- Evidence55
- Adoption5
- Hype gap+60
- Incentives50
- Confidence60
Gemini 3.5 Transcribe ships as a sub-second streaming endpoint and a batch one, with filler-word removal and formatting inside the model. The catalog and the pricing page have not caught up.
Perspective Coverage
6 publishers
- Builder
- Builder 48%
- Operator
- Operator 36%
- Investor
- Investor 16%
Reality
- Evidence55
- Adoption35
- Hype gap+25
- Incentives70
- Confidence60
The private preview reads OpenTelemetry traces from agents on Gemini Enterprise, files findings into Security Command Center with a severity and a plain-language rationale, and only sees agents already instrumented to its spec.
Reality
- Evidence46
- Adoption12
- Hype gap+22
- Incentives74
- Confidence55
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
Gemini Omni 1.1 Flash generates video with audio and accepts revisions as plain sentences, with the edit chain held server-side by interaction id. The ceiling on a finished clip is 40 seconds, and no eval came with it.
Publishers:ai.google.dev · deepmind.google Reality
- Evidence42
- Adoption20
- Hype gap+35
- Incentives88
- Confidence55
Two weeks after release, Grok sits in Microsoft's, Amazon's and Google's catalogs. The Foundry listing is a public preview, which is not what the Bedrock deployment got.
Reality
- Evidence42
- Adoption55
- Hype gap+22
- Incentives72
- Confidence50
DeepSeek Harness is an MIT-licensed developer preview in which the model adapter, tool registry, session log and agent loop are all plugins. The interesting part is what that implies for evaluation.
Reality
- Evidence42
- Adoption12
- Hype gap+28
- Incentives55
- Confidence38
Registrations and uploads are already off, accounts and all data get deleted at sunset, and Google's suggested replacement is that you build your own agent.
Reality
- Evidence45
- Adoption35
- Hype gap+12
- Incentives58
- Confidence48