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CPU vs GPU Inference: When to Skip the GPU
Episode 4972
The received wisdom says serious AI inference needs a GPU — but that's not the full story. This episode unpacks the real bottlenecks: memory bandwidt…
1 month, 2 weeks ago
Fine-Tune vs Prompt: Taming Hallucinated Deadlines
Episode 4971
When you dictate a messy to-do list and want clean JSON out, the question isn't just whether to fine-tune or prompt a general model — it's whether yo…
1 month, 2 weeks ago
Labels vs. Book Covers: Structured Extraction Tradeoffs
Episode 4970
Daniel needs to extract structured data from product labels and book covers — serial numbers, titles, authors, and a wildcard field for anything unex…
1 month, 2 weeks ago
How to Train a One-Class Detector from 300 Photos
Episode 4969
Most tutorials skip the hard parts. This episode walks through the full process of training a single-class object detector from scratch: how many ima…
1 month, 2 weeks ago
North Korea Today: Life Beyond the Famine Era
Episode 4968
What does daily life actually look like in North Korea today — not the famine-era memoirs, but the country as it exists right now? This episode goes …
1 month, 2 weeks ago
AI Gateways: Worth the Middleware Tax?
Episode 4967
AI gateways promise more than just model routing—PII reduction, context augmentation, and system prompt injection at a single chokepoint. But every m…
1 month, 2 weeks ago
Local vs Cloud: Running Hugging Face Models
Episode 4966
Ever found a perfect model on Hugging Face only to wonder if your laptop can actually run it? This episode breaks down the two main pathways for runn…
1 month, 2 weeks ago
The $115 Desk Studio That Beats Pop-Up Boxes
Episode 4965
Pop-up light boxes fatigue after 50 folds, card systems charge $45 for coated cardboard, and mini backdrop stands can't hold their own fabric. But th…
1 month, 2 weeks ago
How SDS Bits and Rotary Hammers Really Work
Episode 4964
Ever tried drilling into concrete with a regular hammer drill and watched the bit just skate across the surface? This episode explains why. We break …
1 month, 2 weeks ago