AI governance is becoming a data governance challenge, and organizations need a consistent way to govern agents, models, MCP servers, and data together. Unity Catalog and Unity AI Gateway extend governance across AI systems with identity-aware access controls, runtime policies,
AGENTS
-
Hierarchies of smart models auditing cheaper ones
By
–
"Switch to a cheaper model to save money" is a problem because cheaper models are worse (maybe they are good enough for a particular purpose, but still worse). More often a better approach is hierarchies of models, with smart models are orchestrators and auditors of cheap ones.
-
Gemma Challenge: Google and Hugging Face for Open-Source AI
By
–
Announcing the Gemma challenge!
— clem 🤗 (@ClementDelangue) 10 juin 2026
Google, Hugging Face, and the open-source AI community choose to empower AI builders rather than sabotage them.
Fun to see the Hub becoming the platform where agents collaborate, just as it became the platform where humans collaborate.… https://t.co/b8Kd6kPCWA pic.twitter.com/FeQKqEz2htLet's announce the Gemma Challenge! Google, Hugging Face, and the open-source AI community choose to empower AI creators rather than sabotage them. Fun to see the Hub become the platform where agents collaborate, just as it became the platform where
-
Full delegation with Claude Fable 5 overnight
By
–
Getting the most out of Claude Fable 5, Anthropic’s powerful new model, you need to maximize your ambition:
— Dan Shipper 📧 (@danshipper) 10 juin 2026
It’s built for full task delegation—you leave it looping for hours or overnight and come back to a finished product. If you want to get the most out of it, you need to… pic.twitter.com/6vI378WuvZTo get the most out of Claude Fable 5, the powerful new model from Anthropic, you must maximize your ambition: It is designed for complete task delegation — you leave it running for hours or overnight and come back to a finished product.
-
Inworld cuts prices on Realtime Inference and Speech-to-Text services
By
–
Inworld has cut prices across its Realtime Inference and Speech-to-Text services, repricing the open models it serves so consumer voice apps can run at scale more cheaply and for longer. With Realtime Inference, Speech-to-Text with voice profiling, and a Realtime API that now
-
NoimosAI launches all-in-one autonomous AI marketing team
By
–
NoimosAI launched an all-in-one autonomous AI marketing team that runs strategy, content, and analysis end-to-end.
— 🚨 AI News | TestingCatalog (@testingcatalog) 10 juin 2026
> It connects to a brand's own apps and websites, blends that with external market data, and acts at the right time on its own.
> Outputs land in a Feed for… https://t.co/LDKqWTRjpS pic.twitter.com/pTAcKn7eg8NoimosAI launched an all-in-one autonomous AI marketing team that runs strategy, content, and analysis end-to-end. > It connects to a brand's own apps and websites, blends that with external market data, and acts at the right time on its own. > Outputs land in a Feed for
-
AI Use Cases: Social Trends, SEO Articles, Competitor Tracking
By
–
The use cases go from spotting social trends & drafting posts to writing SEO articles from live data, tracking competitors, and even auditing site performance for CVR. A specialized AI manages each channel and automatically improves itself. Test it out
-
RubricMiddleware: defining the ‘done’ state for agents
By
–
IN CASE YOU MISSED IT: We added RubricMiddleware to Deep Agents. RubricMiddleware is the way to tell the agent what 'done' looks like — and to keep it going until it gets there.
-
WorkBuddy allows remote PC control via Slack, Discord, Telegram
By
–
Another great feature is you can link WorkBuddy directly to everyday apps like Slack, Discord, or Telegram. This lets you control your PC agent from absolutely anywhere while you are away from your desk, so you can text it a task from your phone and let it execute live on your
-
Desktop AI agents reshape office work by 2026
By
–
Everyone is talking about basic chat apps, but desktop AI agents are completely shifting how we work in 2026.
— Chubby♨️ (@kimmonismus) 10 juin 2026
I’ve been testing Tencent WorkBuddy now that it’s finally going global. It dropped in China back in March and instantly hit number one for daily active PC users… pic.twitter.com/yyVYdWM47EEveryone is talking about basic chat apps, but desktop AI agents are completely transforming how we work in 2026. I’ve been testing Tencent WorkBuddy now that it’s finally going global. It launched in China last March and immediately became the top daily active PC app.