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Energizing a vacuum-tube flip-flop module from a 1948 IBM system

Hacker News Top · 2026-07-31 Cached

A deep-dive blog post reverse-engineering a 1948 IBM 604 vacuum-tube flip-flop module, explaining its circuitry and demonstrating it in operation.

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Energizing a vacuum-tube flip-flop module from a 1948 IBM system

Lobsters Hottest · 2026-07-31 Cached

A detailed teardown and live demonstration of a TR-3 vacuum-tube trigger/flip-flop module from IBM's 1948 Electronic Calculating Punch, explaining its circuitry and historical significance.

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Task-Restricted Symmetries in Recurrent Weight Space

arXiv cs.LG · 2026-06-18 Cached

This paper studies functional redundancy in recurrent neural networks by using ordered real Schur coordinates to identify structured ablations that preserve task performance, finding that task-restricted symmetries vary across tasks and trained solutions.

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