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When Fans Have to Restore the Restorers
film preservation Sep 28, 2026 6 min read

When Fans Have to Restore the Restorers

A movie can be altered long after its premiere by remixes, extended scenes, cropping, and aggressive cleanup. This technical tour of fan restorations explains why preserving a film often means preserving several versions, not choosing one perfect file.

by ahsan
#digital archives #ffmpeg #film preservation #film restoration #home video
Parley Makes Federated Chat Feel Like Plain IRC
networking Sep 28, 2026 5 min read

Parley Makes Federated Chat Feel Like Plain IRC

Parley combines independent server instances with the commands and clients of classic IRC. This guide follows a message from `/msg` to signed HTTPS federation, then shows why qualified mentions matter when two domains share the same nickname.

by ahsan
#decentralized systems #federation #go #irc #open-source
AI Needs a Second Gear: Metacognition and Slow Thinking
artificial intelligence Sep 28, 2026 5 min read

AI Needs a Second Gear: Metacognition and Slow Thinking

AI does not become reliable merely by generating longer answers. Metacognition helps a system judge difficulty, switch from fast pattern matching to slower reasoning, use tools, verify intermediate steps, and communicate uncertainty.

by ahsan
#artificial intelligence #large language models #metacognition #reasoning models #test-time compute
Why Google Search Feels Weird in the AI Era
search Sep 28, 2026 5 min read

Why Google Search Feels Weird in the AI Era

Google Search increasingly acts like a conversational assistant, even when you only want old links. This post explains how search intent, semantic matching, retrieval, and generative AI can turn a niche basketball query into an unwanted therapy session.

by ahsan
#ai overviews #google search #large language models #search intent #web search
Ember-1: Teaching AI Agents to Reason Efficiently
artificial intelligence Sep 27, 2026 5 min read

Ember-1: Teaching AI Agents to Reason Efficiently

A practical guide to the engineering idea behind Ember-1: teach a reasoning model to preserve useful reflection while spending fewer tokens on repetitive planning. The post explains token costs, agent loops, training, benchmarks, and production evaluation.

by ahsan
#ai agents #ember-1 #llm inference #reasoning models #token efficiency
The Hidden Switch Behind “I’m Just an AI”
machine learning Sep 27, 2026 5 min read

The Hidden Switch Behind “I’m Just an AI”

A chat template can change whether an LLM responds with “I’m just an AI” or uses more experiential language. Activation steering experiments suggest this voice is partly a deployment effect, not a literal report about the model’s inner life.

by ahsan
#activation steering #ai safety #chat templates #large language models #machine learning
Go Concurrency, Distilled: A Mental Model That Holds
go Sep 27, 2026 5 min read

Go Concurrency, Distilled: A Mental Model That Holds

Go concurrency becomes manageable when every goroutine has a job, an exit path, and a way to report completion. This practical guide connects goroutines, channels, select, context cancellation, mutexes, semaphores, atomics, and the race detector into one working mental model.

by ahsan
#channels #concurrency #go #goroutines #race detector
Does Georgism Work? The Honest 2026 Answer
economics Sep 27, 2026 6 min read

Does Georgism Work? The Honest 2026 Answer

Georgism shifts the tax focus from buildings to the value of their locations. This article follows the idea from a sidewalk-level example to the evidence, policy changes, and assessment problems that determine whether it works.

by ahsan
#georgism #housing policy #land value tax #property tax #urban economics
PipePipe Brings SponsorBlock to a NewPipe-Style Android Player
android Sep 26, 2026 5 min read

PipePipe Brings SponsorBlock to a NewPipe-Style Android Player

PipePipe is an independent NewPipe hard fork that adds SponsorBlock, a community-maintained timeline of sponsored and other skippable segments. This guide explains how the integration works, why NewPipe does not include it, and what to know before installing a separate Android build.

by ahsan
#android #newpipe #open-source #pipepipe #sponsorblock
What Conversations’ Move to F-Droid Really Changes
open source Sep 26, 2026 6 min read

What Conversations’ Move to F-Droid Really Changes

Conversations’ shift from a paid Google Play binary to F-Droid-first distribution is really a lesson in software supply chains. Reproducible builds, developer-controlled signing keys, XMPP federation, and grant funding show how an open-source app can separate trust, distribution, and revenue.

by ahsan
#android #f-droid #open-source #reproducible builds #xmpp
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