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225 episodes · Page 3 of 10

#5041: GPT-6 Astra, 100K GPUs, and the AGI Question

OpenAI's GPT-6 Astra arrives with an AGI claim and a 100K-GPU training run. We break down what Stargate LLC actually is and whether the scale justi...

ai-evaluationai-inferencegpustransformer-architectureai-alignment

#5004: What Precision Is Your Model Actually Running At?

When you call an API, are you getting the model you think you are? Inference providers quantize more than they admit.

ai-inferencelocal-aigpusopen-sourceai-evaluation

#4977: The Measurement Ladder: From Tape Measures to Point Clouds

Seven rungs of physical measurement, from steel tape to laser scanners. Where error lives and what you trade at each step.

mathematicsgpusmaterials-scienceconstructionstatistics

#4973: Building a Pure AI Inference Server

Why your "AI server" should look more like a database than a web app, and how to actually build one.

ai-inferencelocal-aigpushome-networkcontainers-and-virtualization

#4972: CPU vs GPU Inference: When to Skip the GPU

Why running AI on CPU isn't a toy — and when the GPU advantage vanishes.

ai-inferencegpuslocal-aipc-hardware

#4966: Local vs Cloud: Running Hugging Face Models

Hugging Face's compatibility tracker, cache management, and the real difference between Inference Endpoints and the direct API.

local-aiai-inferencegpusopen-source

#4920: Local Dictation on Android: The Real Bottlenecks

Why on-device speech-to-text on Android hits a wall at 30 seconds — and what silicon actually matters.

speech-recognitionlocal-aismartphonesai-inferencegpus

#4919: Parakeet vs Whisper: On-Device Dictation Showdown

NVIDIA Parakeet beats Whisper on phone dictation despite having more parameters. Here's why architecture matters more than model size.

speech-recognitionlocal-aiai-inferencegpus

#4903: Can You Really Sew Your Own Shorts?

What it actually takes — in time, money, and skill — to make a pair of shorts from scratch.

gpus

#4834: Why Your AI Bill Keeps Surprising You

How a 37-cent project and a $100 simulation reveal the hidden math of AI API pricing.

ai-inferencecontext-and-memorymulti-agent-systemsgpusworkflow-automation

#4795: Workwear as Anti-Label: Ditching Inherited Fashion

Why a DIY project triggered one man's break from Banana Republic and Ralph Lauren — and what he's wearing instead.

gpus

#4717: Building a Home Whisper Server: The Full Spec

Daniel wants a dedicated home server for Whisper dictation. Here's the exact build — GPU, RAM, storage, and runtime — to make it work.

speech-recognitionlocal-aigpusai-inferencehome-network

#4694: The Hidden Light System That Guides Pilots Home

How massive light arrays extending from runways guide pilots through fog and darkness — and the engineering that keeps them precise.

gpus

#4568: Building a Smarter Text Expansion Library

Move beyond addresses and signatures — build snippets that shape how you think, decide, and communicate on mobile.

gpusopen-source

#4492: What Makes a Container Robot-Ready?

The hidden specs that turn a plastic box into something a robot can pick, read, and move at industrial speed.

ragfine-tuninghallucinationsai-biastraining-data

#4487: The Real Levers for Better Night Screens

Gamma ramps, backlight control, and DDC/CI — what actually works for circadian-friendly displays.

sleep-and-circadian-rhythmgpuspc-hardwareelectronics

#4463: 3D File Formats: What Survives Conversion

A practical tour of the 3D format landscape organized by what you're actually trying to build.

gpusopen-sourcetaxonomy-and-classificationhallucinations

#4455: Borrowing a GPU Over Your Home Network

Can you use your desktop's AMD GPU from a laptop as if it were local? We explore the real options.

home-networkcontainers-and-virtualizationgpuslocal-ai

#4413: Bluetooth Tape Measures: What Actually Works

Can you pair a laser measure to your phone and skip manual typing? The compatibility landscape is messy.

iotaudio-equipmentelectronicsgpusbatteries-and-power

#4293: Vacuum Secrets: The Industrial Machine Under $500

Why a $500 industrial vacuum can outlast three premium consumer models and save you thousands.

gpuspc-hardwareproduct-durabilityshopping-and-product-researchbatteries-and-power

#4150: Computing's Hidden Price Surge: DRAM, NAND & GPUs

Why your next PC build costs 32% more than two years ago — and why no one tracks it.

gpuspc-hardwaredata-storagesupply-chainmarket-competition

#4056: How a $150 Geopolitical AI Simulation Scales to $15,000

One simulation run costs $150. To get meaningful results, you need 100 runs—that’s $15,000.

multi-agent-systemsai-inferenceai-evaluationforecasting-and-wargaminggpus

#4014: The Camera That Zooms to Jupiter

Why the Nikon P1000’s 125x optical zoom is both astonishing and deeply limited for real-world wildlife shooting.

gpuspc-hardwareelectronicsspace-and-satellitesmaterials-science

#3995: Can Your Phone Upscale Photos Without the Cloud?

Local upscaling on phones is here — but which approach actually works?

local-aiai-inferencegpusgenerative-mediahallucinations