Dontopedia

Vectorized dead-code revival

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Vectorized dead-code revival has 10 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

10 facts·8 predicates·2 sources·1 in dispute

Mostly:uses mx where(2), is correct for(1), avoids python loop(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

hasGoodPatternHas Good Pattern(1)

Other facts (9)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

9 facts
PredicateValueRef
Uses Mx WhereLine 291[1]
Uses Mx Wheretrue[2]
Is Correct forMlx[1]
Avoids Python Looptrue[1]
Rdf:typeCode Pattern[2]
Defined in Code at Line291[2]
ReplacesPython Loop[2]
Evaluated AsGood Pattern[2]
Correct for FrameworkMlx Framework[2]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

isCorrectForblah/watt-activation/part-297
ex:mlx
usesMxWhereblah/watt-activation/part-297
ex:line-291
avoidsPythonLoopblah/watt-activation/part-297
true
typeblah/watt-activation/295
ex:CodePattern
labelblah/watt-activation/295
Vectorized dead-code revival
definedInCodeAtLineblah/watt-activation/295
291
usesMxWhereblah/watt-activation/295
true
replacesblah/watt-activation/295
ex:python-loop
evaluatedAsblah/watt-activation/295
ex:good-pattern
correctForFrameworkblah/watt-activation/295
ex:mlx-framework

References (2)

2 references
  1. [1]Part 2973 facts
    ctx:discord/blah/watt-activation/part-297
  2. [2]2957 facts
    ctx:discord/blah/watt-activation/295
    • full textwatt-activation-295
      text/plain3 KBdoc:agent/watt-activation-295/3934680b-d58b-4c73-8470-2c337c1a045e
      Show excerpt
      [2026-03-14 04:39] xenonfun: ```❯ ⏺ Now I have the full picture. Here's my MLX performance review: Spherical VQ — MLX Performance Review Good patterns: 1. _l2_normalize uses + eps inside sqrt (line 38) — matches lohe_normalize sema

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