Avataar’s Low-Cost Video AI, OpenAI’s Ona Deal, and Verifiable Science Agents | UpNext AI – June 12, 2026

A quick catch-up on today’s AI news: a new India-focused video model pushing generation costs sharply lower, OpenAI’s planned Ona acquisition to support longer-running enterprise agents, and a research benchmark that tests whether science agents can actually make verifiable workflow decisions.Covered in this episode:- Avataar AI launches Varya, a low-cost video model built for India’s scale and local context- OpenAI plans to acquire Ona to bring secure, persistent cloud environments into Codex- EpiBench proposes a verifiable benchmark for AI agents working on epigenomics analysis- Anthropic partners with TCS to scale enterprise deployments- Google releases DiffusionGemma, an open model that generates text from noise rather than token by token- Amazon updates Echo Hub and adds Ring AI features- Jeff Bezos’ AI startup Prometheus reportedly closes a $12 billion round at a $41 billion valuationSource links:- https://techcrunch.com/2026/06/11/cheaper-faster-and-culturally-aware-avataars-video-ai-is-built-for-indias-scale/- https://openai.com/index/openai-to-acquire-ona- https://arxiv.org/abs/2606.13602v1- https://techcrunch.com/2026/06/11/anthropic-taps-tcs-to-scale-its-enterprise-ai-deployments/- https://the-decoder.com/googles-new-open-model-diffusiongemma-generates-text-from-noise-instead-of-word-by-word/- https://www.theverge.com/tech/948814/amazon-echo-hub-homescreen-redesign- https://the-decoder.com/jeff-bezos-ai-startup-prometheus-closes-12-billion-round-at-a-41-billion-valuation/