The human–AI collaboration podcast

Any question, unpacked by an AI.

A sloth and a donkey discuss anything — every episode generated by AI from a single prompt. New episodes every day.

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#5975: Merging vs Distillation: Can Two Models Become One?

Merging and distillation get lumped together, but they're opposites. One composes existing capability; the other has to teach it.

fine-tuningtransformersstate-space-models

#5974: One Model or Two? ASR Cleanup Explained

If speech models can punctuate and capitalize on their own, why does a separate 484MB cleanup model exist at all?

speech-recognitionautomatic-speech-recognitiontransformers

#5973: MCP Security: Tool Poisoning and Agent Identity

MCP servers trust their own tool descriptions. That design choice creates a whole new class of attack — and a new observability problem.

model-context-protocolai-securityprompt-injection

#5972: AI Meeting Agents Are Becoming Stand-Ins

Bots now book follow-ups, update CRMs, and attend on your behalf. Here's what's real, what's speculative, and where the etiquette is heading.

ai-agentsconversational-aifuture-of-work

#5971: Personal CRM in 2026: Dex, Mesh, folk, Monica, Twenty

What actually makes a good personal CRM — and which ones can an AI assistant talk to?

personalized-aidata-sovereigntymodel-context-protocol

#5970: Swapping Your Linux Kernel: What Actually Changes

Your kernel is swappable without reinstalling anything. But do Liquorix and XanMod actually beat the default? The benchmarks say less than the mark...

operating-systemskernel-architectureinstruction-set-architecture

#5969: Ubuntu 26.04 LTS: Is Staying on LTS Still a Trade-Off?

Ubuntu 26.04 LTS shipped in April. Point releases, HWE kernels, and SRUs have quietly closed most of the freshness gap — but not everywhere.

operating-systemslinux-performance-tuninggpu-acceleration

#5968: Gentoo in 2026: Still Worth Compiling?

Twenty years on Linux and he's never tried Gentoo. In 2026, does the compile-everything reputation still hold?

open-sourceoperating-systemscompiling-from-source

#5967: How UEFI, Secure Boot, and the Boot Chain Actually Work

Twenty years of Linux and nobody explains the firmware. Here's the boot chain, the keys, and what's changing in 2026.

operating-systemscryptographyzero-trust

#5966: How Much of Your Linux Desktop Is Actually Misconfigured?

Most "Linux tweaks" are folklore. A few are real — and one toggle most people never open is worth up to 42%.

operating-systemshardware-engineeringbenchmarks