Max Weinbach

Research · April 1, 2026

All About Agents: Cheap Tokens, Local Models, and Product Fit

Over the past year or so we’ve heard a lot about agents. Most of it hasn’t really happened, things have changed quickly, it’s hard to pinpoint and trends tend to be near impossible to predict because something you think may be successful ends up becoming irrelevant in three months. If you take a ste

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Research · March 25, 2026

Intel Pro Day 2026: Intel’s Commercial AI PC Push

The next phase of the AI PC market will be won less by raw AI specifications and more by enterprise usefulness. Intel is repositioning the commercial PC as a managed, secure, on-device AI endpoint that can execute work, observe itself, and improve user experience without sending every workflow back

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Research · March 9, 2026

M5 Max: Chiplets, Thermals, and Performance per Watt

Here’s the conclusion up front: M5 Max is the most impressive piece of silicon I’ve used in a laptop. It’s more efficient and more performant, theoretically cheaper and more sustainable to manufacture with less waste, an AI powerhouse, and still runs in a laptop that lasts all day. I can’t think of

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Research · January 12, 2026

Explainer: What Gemini powering Siri really means

Apple and Google did their joint announcement today, confirming Mark Gurman’s report from August (I swear this guy lives in the walls of Apple Park) that the new Siri and Apple Foundation Models will be based on Gemini models and technology. There’s a lot of nuance to this that many are overlooking

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Research · December 18, 2025

Running a 1T parameter model on a $40K Mac Studio Cluster

This will be a brief research note, mostly because I’m just talking about something cool. Back in March when Apple launched M3 Ultra in the Mac Studio, they graciously sent over a 512GB Unified Memory SKU of the system. It was insane for running LLMs, powering something like 4-bit quantized Deepseek

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Research · December 12, 2025

Why NVIDIA’s DGX Spark is the best desktop CUDA testbed

This year on Black Friday, one of my favorite products of the year: NVIDIA’s DGX Spark! My list of favorite products is by no means short, but this was a quick add simply because I’ve had so much fun playing with this. Unlike most other products I’ve used this year, it’s something that feels rewardi

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Research · November 18, 2025

Google’s new Gemini 3 Pro is a great model

Today, Google announced Gemini 3 as well as a bunch of new product updates powered by Gemini 3 Pro! We’ll get into those in a moment, because I want to talk about my experience using Gemini 3 Pro, codename riftrunner, as well as Google’s new developer IDE called Antigravity! I got early access from

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Research · October 21, 2025

M5 Apple Silicon: It’s All About the Cache And Tensors

Today is a big day, M5 Day! I say this because I believe M5 is a bigger deal than the products it’s in. That’s not to say these products are bad, quite the opposite: they are so good and have been so good for so many years that it’s hard to think of anything meaningful…

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Research · September 10, 2025

Pro Optional: The Year the iPhone Was About Feel

Yesterday was the iPhone launch, and it was actually a refreshing one. It was one of the first years that I think I had decently low expectations going in, but was incredibly surprised (and delighted) coming out. This is partly because for the first time in years, quite a few of the leaks, rumors, a

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Research · August 11, 2025

What’s up with ChatGPT & GPT-5?

OpenAI finally released GPT-5 last week, and there has been quite a lot of discourse on the internet about its quality. Some users have a great impression, others not so much. Some are mourning the loss of a friend, others are just happy to have a more intelligent model with free access. There is a…

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Research · July 14, 2025

Unpacked 2025: Samsung’s foldables are so back

Last week was Samsung Unpacked, specifically Unpacked focusing on the Galaxy Z Fold 7, Z Flip 7, and Galaxy Watch 8 series. These launches mark a pivotal moment for the broader smartphone market, signaling Samsung’s drive to make foldables mainstream by marrying a familiar phone feel with flagship‑g

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