New Direction
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
New Direction has 23 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.
Mostly:lacks feature(3), rdf:type(1), architecture type(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (1)
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labeledAsInapplicableLabeled As Inapplicable(1)
- Pytorch
ex:pytorch
Other facts (22)
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.
| Predicate | Value | Ref |
|---|---|---|
| Lacks Feature | matrix-multiplication-math | [1] |
| Lacks Feature | attention mechanism | [1] |
| Lacks Feature | transformer blocks | [1] |
| Rdf:type | Project | [1] |
| Architecture Type | Oscillator Neural Network | [1] |
| Implemented in | Ocaml | [1] |
| Hardware Target | Massive Parallel Cpu Architecture | [1] |
| Avoided Hardware | Gpu | [1] |
| Core Computation | Fft Convolution | [1] |
| Computation Mechanism | Bank of Damped Harmonic Oscillators | [1] |
| Has Equation | H(ω) = 1/(ω₀² - ω² + 2iγω) | [1] |
| Implementation Language | Ocaml | [1] |
| Design Target | parallel-cpu-execution | [1] |
| Recently Added Component | Sine Gate Mlp | [1] |
| Hardware Requirement Reason | No Giant Matrix Multiply Bottleneck | [1] |
| Work Nature | thousands of small independent FFT convolutions | [1] |
| Execution Unit | Oscillator | [1] |
| Scaling Path | more cheap CPU cores | [1] |
| Scaling Alternative | bigger GPUs | [1] |
| Encoding Type | pure physics | [1] |
| Convolution Type | causal convolution | [1] |
| Uses Mechanism | damped oscillator impulse responses via FFT | [1] |
Timeline
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References (1)
ctx:discord/blah/vidya/10- full textvidya-10text/plain3 KB
doc:agent/vidya-10/636e1043-0585-44b0-86c4-ecbe60c83f00Show excerpt
[2026-03-20 11:25] foxhop.: awesome new video card with 12G & over 3k cuda cores! [2026-03-20 11:25] foxhop.: ? [2026-03-20 11:27] foxhop.: "We're building the disk." [2026-03-20 11:28] foxhop.: this screams GPT switch all "the" toward "a" …
See also
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