Skip to content
Sign in
Artwork for the localhost
the localhost · October 11 · 44 min

the localhost:0007 | ai goes to work

Microsoft said "hybrid intelligence" on a main stage for 90 minutes. So the one host who no longer works there asks the four who do: what actually changed for a business? Introducing FAQ Around and Find Out: Frank Asks Questions. Can a defense contractor who won't send IP to the cloud finally use AI? What is an Execution Container in plain English? Why buy a Surface Laptop Ultra instead of a Mac full of unified memory? Is the NPU dead now that the GPU is back? And why did an analyst upgrade the stock the same week Microsoft made local inference free? In this episode: - Hybrid intelligence: on the device, in your data center, or in the cloud, under one set of rules - Execution Containers (MXC): bowling-alley bumpers for agents, now GA and cross-platform - Hydro Fusion: GitHub Copilot routes coding work to a local model automatically - Copilot on Windows vs GitHub Copilot vs Codex vs the CLI, untangled - Agent 365: identity and audit for agents, because agents are outnumbering employees - Surface Laptop Ultra vs Mac: Apple has the wider memory highway, NVIDIA makes the cars smaller - The NPU question: more important than ever, just less of a headline - "What's the catch?" How free local inference becomes an E7 story Chapters: 00:00 Cold open 00:50 Intros 03:15 Hybrid intelligence comes full circle 05:30 FAQ Around and Find Out 06:00 Can a defense contractor use AI now? 08:06 Execution Containers, explained 10:51 MXC goes GA, Hydro Fusion routes local 13:12 Copilot vs GitHub Copilot vs Codex 17:03 Which announcement would you build on? 18:24 Agent 365 21:35 Surface Laptop Ultra vs Mac Mini 24:29 FP4, speculative decoding, and memory bandwidth 28:19 Does a claims adjuster care what it's called? 30:30 Who pays $7,000 for a laptop? 33:47 Is the NPU still relevant? 38:19 Why did the stock go up? 41:12 What's the catch? E7 for the win 42:36 Wrap Hosts: Frank Buchholz, Chauncey Larsen, Jacob Rhoades, Robert Henry, and Neil Misak. Chauncey, Jacob, Robert, and Neil work at Microsoft. Everything here is personal opinion, not their employer's. the localhost is a weekly podcast about local AI: running models on your own hardware, with your own data. No cloud required. 127.0.0.1. There's no place like home. Watch on YouTube: https://youtube.com/@thelocalhost-show Everything else: https://thelocalhost.show

0:00-44:14
Play in

transcript

No transcript — this publisher did not publish one.

show notes

Microsoft said "hybrid intelligence" on a main stage for 90 minutes. So the one host who no longer works there asks the four who do: what actually changed for a business?

Introducing FAQ Around and Find Out: Frank Asks Questions. Can a defense contractor who won't send IP to the cloud finally use AI? What is an Execution Container in plain English? Why buy a Surface Laptop Ultra instead of a Mac full of unified memory? Is the NPU dead now that the GPU is back? And why did an analyst upgrade the stock the same week Microsoft made local inference free?

In this episode:
- Hybrid intelligence: on the device, in your data center, or in the cloud, under one set of rules
- Execution Containers (MXC): bowling-alley bumpers for agents, now GA and cross-platform
- Hydro Fusion: GitHub Copilot routes coding work to a local model automatically
- Copilot on Windows vs GitHub Copilot vs Codex vs the CLI, untangled
- Agent 365: identity and audit for agents, because agents are outnumbering employees
- Surface Laptop Ultra vs Mac: Apple has the wider memory highway, NVIDIA makes the cars smaller
- The NPU question: more important than ever, just less of a headline
- "What's the catch?" How free local inference becomes an E7 story

Chapters:
00:00 Cold open
00:50 Intros
03:15 Hybrid intelligence comes full circle
05:30 FAQ Around and Find Out
06:00 Can a defense contractor use AI now?
08:06 Execution Containers, explained
10:51 MXC goes GA, Hydro Fusion routes local
13:12 Copilot vs GitHub Copilot vs Codex
17:03 Which announcement would you build on?
18:24 Agent 365
21:35 Surface Laptop Ultra vs Mac Mini
24:29 FP4, speculative decoding, and memory bandwidth
28:19 Does a claims adjuster care what it's called?
30:30 Who pays $7,000 for a laptop?
33:47 Is the NPU still relevant?
38:19 Why did the stock go up?
41:12 What's the catch? E7 for the win
42:36 Wrap

Hosts: Frank Buchholz, Chauncey Larsen, Jacob Rhoades, Robert Henry, and Neil Misak. Chauncey, Jacob, Robert, and Neil work at Microsoft. Everything here is personal opinion, not their employer's.

the localhost is a weekly podcast about local AI: running models on your own hardware, with your own data. No cloud required. 127.0.0.1. There's no place like home.

Watch on YouTube: https://youtube.com/@thelocalhost-show
Everything else: https://thelocalhost.show

more episodes

All episodes