Dontopedia

Pure LM + Adam

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

Pure LM + Adam has 11 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

11 facts·6 predicates·1 sources·1 in dispute

Mostly:measures metric(5), rdf:type(1), run action(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (10)

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.

10 facts
PredicateValueRef
Measures MetricBpb[1]
Measures MetricDC 16[1]
Measures MetricDC 64[1]
Measures MetricDC 128[1]
Measures MetricMt 8[1]
Rdf:typePlanned Run[1]
Run ActionRerun Best Antenna Configs[1]
Uses OptimizerAdam[1]
Investigates EffectObjective Function[1]
Investigates ConditionUnconstrained Optimizer[1]

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.

typeblah/watt-activation/358
ex:PlannedRun
labelblah/watt-activation/358
Pure LM + Adam
runActionblah/watt-activation/358
ex:rerun-best-antenna-configs
usesOptimizerblah/watt-activation/358
ex:adam
measuresMetricblah/watt-activation/358
ex:bpb
measuresMetricblah/watt-activation/358
ex:dc-16
measuresMetricblah/watt-activation/358
ex:dc-64
measuresMetricblah/watt-activation/358
ex:dc-128
measuresMetricblah/watt-activation/358
ex:mt-8
investigatesEffectblah/watt-activation/358
ex:objective-function
investigatesConditionblah/watt-activation/358
ex:unconstrained-optimizer

References (1)

1 references
  1. [1]35811 facts
    ctx:discord/blah/watt-activation/358
    • full textwatt-activation-358
      text/plain2 KBdoc:agent/watt-activation-358/5e6372ad-404d-41bf-87ea-6453f5db1dc5
      Show excerpt
      [2026-03-17 17:23] xenonfun: This is a decisive result for the antenna branch. Updated conclusion: - For the antenna architecture in the tested regime, RotAdamW / strict sphere ∩ zero-mean manifold constraint is actively harmful. - Adam wi

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.