Serbian Self-Management: The Politics of Yugoslav Workplaces

Serbian Self-Management: How Yugoslavia Turned Workplaces Into Political Arenas The most important thing about Serbian self-management was not that workers voted in factories. It was that the Yugoslav state used those votes to solve a legitimacy problem. After the break with Stalin, the leadership needed a socialism that did not look like Soviet command rule. The answer was a system in which enterprises were formally socially owned, worker councils had real say over income and management, and political authority could claim it was coming from below. A useful starting point in the History & Society archive is the way the system is presented as both an economic and social experiment; that dual nature is exactly why it mattered. ...

July 21, 2026 · 5 min · Sakthong

Suno AI Music Ownership Is Not the Same as Copyright

The Ownership Promise and the Copyright Problem When creators ask who really owns Suno AI music, they usually want a clean answer: can I treat this track like a song I wrote myself, or not? The answer most people hope for is yes. The answer the law gives is more conditional. Suno can assign rights in the output under its terms, but that is not the same thing as getting enforceable copyright. That gap is the part that matters, and it is why a Suno ownership breakdown has to separate platform promises from legal reality. ...

July 21, 2026 · 7 min · Sakthong

Why AI Music Transcription Can't Replace a Trained Ear

AI Is Fast at Extraction, Slow at Interpretation After comparing dozens of AI-generated MIDI files against hand-transcribed scores, one pattern keeps showing up: the machine is usually good at finding notes, but the trained ear is still doing the real musical work. That difference sounds small until it hits a pickup bar, a swung phrase, a left-hand voicing, or a guitar bend that sits between pitches instead of on one. When musicians ask whether AI music transcription can replace a trained ear, the hidden assumption is that transcription is just note capture. It is not. It is note capture plus interpretation. ...

July 21, 2026 · 6 min · Sakthong

Why Custom Timer Durations Beat Rigid Pomodoro Blocks

The timer is only useful when it matches the work A timer earns its keep when it removes negotiation. The mistake is treating one interval as a universal law. A 25-minute block can be a clean fit for triage, a poor fit for drafting, and an annoying fit for work that takes ten minutes to warm up. The real productivity gain comes from matching the duration to the task’s friction, not from worshiping the number itself. ...

July 21, 2026 · 6 min · Sakthong

Aluminum Sliding Window Sections: Why Compatibility Matters More Than Strength

The real mistake: shopping for parts instead of systems Most problems blamed on cheap windows start earlier than the purchase. Someone compares a few catalog pages, notices the same nominal frame depth, and assumes the pieces can be mixed and matched. That assumption is where the damage begins. aluminum sliding window sections are not generic bits of metal that happen to line up by chance. They are a coordinated geometry: sill, head, jamb, sash rail, interlock, glazing bead, roller pocket, and seal groove all depend on one another. ...

July 20, 2026 · 8 min · Sakthong