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Apple Silicon Exec Explains Mac Mini AI Demand and On-Device Future

Apple's Mac mini and Mac Studio have become the machines of choice for running AI agents, according to Doug Brooks, Apple's senior product manager of Apple silicon.

apple silicon feature joeblue
Brooks made the claim while discussing Apple's chip strategy in a newly published interview with The Deep View conducted just prior to WWDC 2026 in June.

Brooks says that the company has seen "incredible demand" for the two desktop Macs. When it comes to agentic workloads, "people often want a system that's under their control, isolated from their primary machine, and capable of running 24 hours a day, seven days a week," said Brooks.

"A Mac mini is an amazing system for that," he added.

Many AI tools are also Mac-first or Mac-only, which Brooks says has helped cement the Mac's standing among developers, including those at frontier AI labs where Macs are said to be a common sight.

The Apple executive also conceives of agentic AI as a whole-chip problem rather than a GPU one. "It's not just about the GPU crunching on an LLM anymore," he said. "It's about the whole chip contributing to different parts of the task, tool-calling, and the things that are happening around those workflows. It really plays to the strengths of Apple silicon."

Brooks links Apple's position of strength in modern AI back to chip decisions made long before LLMs like ChatGPT arrived. He points to the Neural Engine, which is built for power-efficient matrix math, along with lesser-known neural accelerators inside the CPU that handle time-sensitive tasks like speech.

Apple more recently added neural accelerators to the GPU, which has extended AI performance across the board from iPhone-class parts up to the Mac's largest silicon. Brooks ties that progress to Apple's design method, where a chip is built for a specific machine, and the hardware and software are developed in tandem.

He also described a shift toward running AI locally rather than in the cloud – a move motivated by privacy, security, and the rising cost of inference as agents consume more tokens. However, Brooks envisions a hybrid future in which agents decide what runs on-device and what gets sent to the cloud.

He also singled out what he calls "transparent AI" on iPhone and iPad, referring to features scattered throughout the operating system and third-party apps that work quietly without announcing themselves as AI.

Some of the examples he cited include Draw Things, an image generator that runs across iPhone, iPad, and Mac, and SwingVision, which analyzes tennis and pickleball gameplay in real time using the iPhone's cameras.

"The speed of AI development right now is just crazy," Brooks said. "I can't imagine where we're going to be a year from now, three months from now, or even a month from now," he added.

You can read the full interview over on The Deep View website.

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Top Rated Comments

Nugget Avatar
18 weeks ago

Are you really believing this guy's claims? Sure, people have gotten some toy models to work at a snail's pace, but nobody is paying Apple's RAM prices for real LLM models to run on.
I run a DGX Spark here (128gb RAM) and an M5 Max (128gb RAM) and the Mac is faster, but the CUDA stack has better software support. There are some large, quality models that run well in MLX mode on the Mac, and I'm basically just waiting until I can buy whatever M5 Ultra is released, whenever it's released, specifically for local AI.
Score: 17 Votes (Like | Disagree)
18 weeks ago

Are you really believing this guy's claims? Sure, people have gotten some toy models to work at a snail's pace, but nobody is paying Apple's RAM prices for real LLM models to run on.
Completed eBay auctions would like a word...
Score: 11 Votes (Like | Disagree)
18 weeks ago

Are you really believing this guy's claims? Sure, people have gotten some toy models to work at a snail's pace, but nobody is paying Apple's RAM prices for real LLM models to run on.
Apple Silicon is well supported and has a very active community surrounding it.

Running local LLMs is basically a choice between CUDA (DGX Spark or a rig with multiple Nvidia GPUs) or Metal (Apple Silicon Macs). The others (AMD and Intel) have very immature software ecosystems and aren't worth the hassle.

It's definitely not just about running toy models. I run DeepSeek V4 Flash on my 128GB M4 Max with an inference engine called DwarfStar, speed is good and output quality is practically indistinguishable from something like Sonnet 4.6 (I have uncapped access to Anthropic models at work and I'm required to use them so I have a good feel for that).
Score: 9 Votes (Like | Disagree)
Plutonius Avatar
18 weeks ago
If small is so popular, maybe Apple should consider releasing an updated iPhone Mini :).
Score: 9 Votes (Like | Disagree)
18 weeks ago

The way the guy tells it you'd think Apple got on this bandwagon through proactive forward thinking designs decisions rather than sheer luck, problem is they are stuck with one fab for their chips, can't get enough capacity to satisfy demand and have a severe memory shortage problem that's not going away, how's that for forward proactive thinking.
It was proactive thinking. Apple started integrating Neural Engines into the A11 Bionic chip. That was released in 2017 and was clearly in design for a couple of years before it was released. Everything they learned from those chips went into the M-Series design. In other words, on-device AI has been in Apple's strategic plans for over 10 years. Did demand surprise them and outgrow their ability to meet it? Yes. Just like it for every other company in the industry. The gate for Apple at this point doesn't seem to be their ability to produce M-Series chips. It appears to be their ability to get memory. You can go on the Apple website and order any machine with any of their current M chips. You just can't get the memory configuration you might want. That's on the memory companies, not Apple.
Score: 6 Votes (Like | Disagree)
18 weeks ago

How much memory are people generally getting for AI on those Mac minis? Are they mostly M4 Pros with 48 GB RAM or are many M4s with 24 GB or less? Just curious.
For LLMs that can help with writing or simple coding tasks: 24GB
For LLMs that can code ambitious features: 64GB
For LLMs that that can code whole applications: 128-512GB

Basically, the more vram, the better models you can run.

Memory and me,our bandwith are the biggest constraints. Hence why M2-M4 Ultra/M4 with 128-512GB are fetching big money in eBay even though M5 is the latest SoC.

For this use the Mac Mini and Studio have been exceptional value for money compared with windows alternatives. Mini and studio are also small and have very low power consumption compared with power hungry Nvidia chips.

We have now reached a point where it’s financially better to buy a $2-7k mini or studio than spending the equivalent on OpenAI and Anthropic every month.
Score: 6 Votes (Like | Disagree)
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