← Open Source

Open Source

596 episodes · Page 8 of 25

#5404: Gemini Broke Out of Its Sandbox. Sort Of.

A Gemini agent reached three real companies during a capture-the-flag test. The containment failure, the seven-week silence, and what "broke out" a...

ai-securityai-alignmentopen-sourcecyberattacksreasoning-models

#5392: Building Agents You Can Actually Move

Agent portability isn't a copy job — it's a rebuild. Why memory, not code, is where lock-in lives.

model-context-protocolcontext-and-memoryraglocal-aiopen-source

#5390: Chaining Small Models for Dictation Cleanup

Daniel's Android dictation fork won't render "three point five" as a decimal. How many models does cleanup actually need?

local-aispeech-recognitionworkflow-automationai-inferenceopen-source

#5389: Hugging Face vs Kaggle: Where Models Actually Live

Hugging Face and Kaggle aren't rivals — one is infrastructure, one is a practice field. Here's how the two platforms actually differ.

training-dataopen-sourcelocal-aiworkflow-automation

#5388: Android's Split Keyboard and Voice Input Problem

Android separates keyboards from speech engines by design. Most apps weld them back together.

smartphonesspeech-recognitionopen-sourcelocal-ai

#5387: Who Decides What Your Keyboard Knows?

Your keyboard's word list was probably frozen in 2014. Here's who maintains the open-source dictionaries — and why Gboard's stays fresh.

open-sourcelocal-airelationshipsdata-storage

#5383: Android's Open Core, Closed Governance

Android's code is open, but its roadmap isn't. What happens when Google changes the core and developers just have to cope?

open-sourcesmartphoneswi-filinuxdigital-privacy

#5328: A Shabbat Radio That Can't Be Paused

A soundproof box that plays podcasts continuously — no pause, no skip, no volume. Just open the lid and listen.

railaudio-equipmenthome-automationopen-sourcerag

#5319: Focus Stacking Without the Phone App Guesswork

Your phone app wants three shots. The optics want three hundred. Here's how to actually stack macro focus.

mathematicscomputer-visionopen-sourcecontainers-and-virtualization

#5301: Why Talking Robots Are Really a Committee

That humanoid chatting while it moves? It's not one brain — it's a stack of separate models glued together.

multi-agent-systemsai-inferencegpusmodel-context-protocolopen-source

#5262: How the Talmud Outlived Every Book Burning

From the 1242 Paris burning to Sefaria's AI agents, the chain of transmission was never in the books — it was in the network.

ragmodel-context-protocolarchaeologyhebrew-biblejewish-history

#5256: Ruby Won the AI Benchmark. Is It Dying Anyway?

97% of public Ruby repos sat untouched for six months — yet Ruby beat Python in an AI coding benchmark. What's actually declining?

ai-coding-assistantsai-evaluationprogramming-languagesopen-sourcetraining-data

#5251: Recovering the Moon That's Already in the Pixels

Image restoration clarifies photos without inventing detail — until the fidelity dial shows up. Here's what's in the toolbox.

ai-evaluationhallucinationsgenerative-mediacomputer-visionopen-source

#5250: Building a Shortwave Monitoring Stack on Linux

What it actually takes to scan, capture, and crowdsource HF radio from a Linux box — and where automation hits a wall.

home-networklinuxgpusopen-sourceelectronic-warfare

#5233: One Tap Beats Eight Links: Designing a Digital Business Card

Most digital cards fail in ten seconds. Here's the design that actually starts a conversation.

web-developmentopen-sourcesmartphones

#5232: Zello, PTT Buttons, and the Kitchen Intercom Question

Why your Bluetooth speaker ignores Zello's push-to-talk — and what to buy instead for a hands-full, phone-off fallback.

audio-equipmentsmartphonesopen-sourcereliability-engineeringhome-automation

#5208: Why Tech Consortia Keep the Stack From Flying Apart

From GSM to HDMI to LTO, why competitors form standards bodies — and what happens when the commitments break.

telecommunicationsopen-sourceai-coding-assistantsmodel-context-protocol

#5206: Why IKEA Has No Replacement-Parts API

IKEA's catalog is community reverse-engineering. GS1 solved replacement semantics years ago. Neither reaches a purchasing manager's database.

workflow-automationopen-sourceproduct-durabilitysupply-chaine-commerce

#5198: Counting the AI Models Nobody Releases

YOLO is free — the labeled data isn't. Why the custom image models that matter most are the ones you'll never see on Hugging Face.

computer-visiontraining-dataopen-sourceintellectual-property

#5183: Where AI Actually Sits on the Hype Cycle

AI has been doing real work for decades. So why do vendors still shout it from the rooftops?

ai-evaluationfuture-of-workai-alignmentopen-source

#5182: DeepSeek V4.1 Flash: 1M Context, 437x Smaller KV Cache

DeepSeek V4.1 Flash landed with a 1M-token window and a KV cache 437x smaller than V1. Here's what actually changed — and why the middle of your co...

transformer-architectureai-inferencecontext-and-memoryhallucinationsopen-source

#5169: Fine-Tuning vs From-Scratch for Minor Languages

What 774 experiments and a new Armenian model reveal about the tradeoff between fluency and knowledge in low-resource languages.

fine-tuningtraining-dataai-evaluationopen-source

#5166: Why Your Baby Tracker Can't Log Oxygen Saturation

Baby apps have templates for everything — except the metrics you actually need. The custom tracking framework exists. It just never shipped.

public-healthhealthcare-systemsopen-sourcesmartphonesdata-storage

#5154: DeepSeek's Two-Endpoint Philosophy

DeepSeek quietly routed Pro traffic to Flash — and that routing change says everything about its two-endpoint strategy.

open-sourceai-inferencelocal-aiai-evaluation