@MichaelGannotti@Microsoft@Microsoft365 That would be a huge help. The technology looks very exciting, but we need to know what we’re getting into — especially how to avoid security and governance pitfalls so it can be rolled out safely.
Do yourself a favor make your IT admin enable you for Frontier in Microsoft 365 and as soon as it’s available… get Scout!! Trust me on this. Scout is going to be not only your go to for AI. Scout will become your go to for … everything! @Microsoft@Microsoft365
New video of Qualcomm CEO Cristiano Amon: AI will require “gazillions” of tokens.
Because, Agentic AI will consume dramatically more tokens because it performs autonomous tasks, uses multiple systems, and interacts with tools.
AI demand will grow hugely when software starts letting agents act, not just answer.
A chatbot spends tokens on language; an agent spends tokens on deciding, checking, calling tools, reading outputs, revising plans, and coordinating with other software.
Today a single human-AI exchange may be large, a reasoning task may be much larger, but we are already entering the agentic era, where an autonomous workflow can become exponentially larger still because the model is no longer producing one response.
It is running a process.
When a SaaS product redesigns itself around human-agent interaction, every task can become a chain of hidden micro-decisions, and each micro-decision consumes context, memory, tool calls, verification, and output tokens.
Another point is people hear “more tokens” and think only of bigger data centers, when the deeper change is economic: software usage may stop being measured mainly by clicks, seats, or sessions.
It will be measured by how much machine reasoning/tokens gets spent on behalf of each user.
----
From "Reuters" YouTube channel, (link in comment)
Just one day after ending "The Late Show" on CBS, Stephen Colbert returned to TV — to host a public access show with rocker Jack White in Monroe, Michigan.
Appearances by Jeff Daniels, Eminem and Steve Buscemi.
Meet Nemotron 3 Nano Omni 👋
Our latest addition to the Nemotron family is the highest efficiency, open multimodal model with leading accuracy.
30B parameters. 256K context length. 🧵👇
Mo sources mo problems? Not anymore:
Rolling out now, NotebookLM can auto-label & categorize sources (when you have 5+), so you can spend less time scrolling and more time thinking/learning/philosophizing, etc.
Rename, reorganize, & personalize (emojis!) to your ❤️'s content.
Using the new ChatGPT Images 2.0 model, I believe I have now created one of the most detailed posters of the immune response to viral infection ever made!
What shocks me is that I cannot find any significant errors, even after reviewing it twice!
Even more shocking and unbelievable is that the entire piece is drawn like a masterpiece and reflects incredibly deep insight, and understanding of the immune response, which is one of the most complex biological events.
I will print a poster version of this as a poster and hang it on my wall!
YT Podcast → LLM Artifact
This is now my favorite way to consume podcasts.
Knowledge artifacts generated by agents.
The agent (Opus 4.7) spots important insights, does deep analysis, and generates thought-provoking observations that really get me curious to research further. All the research goes into a self-improving wiki for later use by any of my agents.
I am using Elevenlabs Scribe for diarization. Skills and scripts to guide the artifact generation. Artifacts are just plain HTML + JS (e.g., chart.js).
You can go further on anything by selecting text and components (charts) and doing deeper research, as I show in the clip.
I expect more people to use agents in this way.
Only one chance in this lifetime…
Like watching sunset at the beach from the most foreign seat in the cosmos, I couldn’t resist a cell phone video of Earthset. You can hear the shutter on the Nikon as @Astro_Christina is hammering away on 3-shot brackets and capturing those exceptional Earthset photos through the 400mm lens. @AstroVicGlover was in window 3 watching with @Astro_Jeremy next to him.
I could barely see the Moon through the docking hatch window but the iPhone was the perfect size to catch the view…this is uncropped, uncut with 8x zoom which is quite comparable to the view of the human eye. Enjoy.