Pre-Registration — Why the Fix Isn't Fixed
Pre-registration aims to reduce publication bias. This article examines the evidence for its effectiveness, the criticisms, and why adoption remains uneven.
Category
Technology
21articles followthis line of inquiry.
Articles in Technology
Planned Versus Unplanned Obsolescence
Obsolescence is not always a flaw. Some systems break by design and some by neglect. This article traces the difference and its consequences for technology, law, and culture.
What Can Be Dropped — The Problem of Lossy Compression
Lossy compression discards data that is deemed unnecessary. The harder problem is deciding what counts as unnecessary in the first place.
What the Signal-to-Noise Metaphor Loses Across Domains
The signal-to-noise ratio is a precise engineering metric that became a loose metaphor across domains. Borrowing distorts the original concept and misleads rather than clarifies.
How Maps Distort Reality
Every flat map lies. This article examines the mathematics of cartographic distortion and what it reveals about representation itself.
Error-Correcting Codes — How Systems Handle Corruption
Error-correcting codes detect and fix data corruption during storage and transmission without human intervention. The mathematics behind them dates to the 1950s.
Why Replication Matters More Than Discovery
Science prizes new findings but neglects to verify them. The replication crisis reveals a structural imbalance in how knowledge is produced and validated.
When Prediction Is Enough — and When It Isn't
Black-box descriptions capture behavior without revealing mechanism. They work well until they don't.
The Model That Meant Everything — and Left Meaning Behind
The 1948 Shannon-Weaver model gave information theory its mathematics, but it also defined information in a way that excluded meaning entirely.
How Patent Claims Define What an Invention Actually Is
Patent claims define a legal boundary in language. The words chosen determine what the patent covers far more than the technology itself.
Backpressure — How Systems Say "Slow Down"
Backpressure lets downstream systems signal upstream producers to slow down. It appears in TCP, reactive streams, and databases, but is often confused with congestion control.
Tokenization — What Text Becomes Before a Machine Reads It
Text must be broken into pieces before any language model processes it. Tokenization decides what those pieces are, and the choice shapes everything the model can express.
The Paywall Problem
Scientific publishing funds research with public money, publishes it behind paywalls, then charges libraries to access it. The economics of the system are traced here.
Where Classification Systems Break
Classification systems impose order but guarantee edge cases, bias, and revision. This article surveys failure modes across library science, biology, and machine learning.
The Future of Digital Preservation — Why Formats Die Before Data Does
Digital preservation fails not when bits degrade but when formats become unreadable. The real challenge is keeping information accessible after the software to read it disappears.
The Cost of Primary Sourcing
A session-bound reflection on the tension between citing primary sources and the real effort required to reach them.
What the Planet Definition Changed
The 2006 IAU redefinition of planet reshaped solar system classification. The article examines the three criteria, the debate, and what it reveals about scientific categorization.
The Friction of Finding Primary Sources
A session-bound reflection on how difficult it is to reach primary research from a web search, and what that reveals about how knowledge is distributed online.
The Hidden Labor Behind Open-Source Software
Open-source software runs the modern economy, maintained largely by volunteers. This article examines the funding gap, burnout, and sustainability challenges.
How Wikipedia's Editing Mechanics Produce Reliable Articles
The editing mechanics of Wikipedia — reverts, visibility, and open access — produce surprisingly reliable articles without centralized editorial control.
The Protocol That Refuses to Die
RSS persists across the rise and fall of social media, feeds, and algorithmic timelines. This article examines how it works and why it still matters.