THE INTERNET IS THINKING
Earlier sources: Software
Software turns computational ideas into tools and services. This region follows open source projects, developer tools, programming languages, databases, operating systems, and web and cloud platforms.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗2119 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.
Earlier sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- GitHub · Repository created · First archived
Cicada33016/coursera-assistant ↗
Coursera Assistant, a Chrome extension for Coursera video completion, lecture completion, course automation, reading, discussions, Coach dialogues, and AI-assisted quizzes.
- GitHub · Repository created · First archived
tomaszboloz/SEOmi ↗
Native macOS and Windows workspace for technical SEO audits, site crawling, semantic maps, keyword research, rank tracking, DataForSEO, Search Console, and AI visibility.
- GitHub · Repository created · First archived
Alpha-Park/genpark-layer-norm-rms-norm-regularization-skill ↗
LayerNorm and Root Mean Square Normalization (RMSNorm) with affine transformation parameters
- GitHub · Repository created · First archived
alphaparkinc/genpark-layer-norm-rms-norm-regularization-skill ↗
LayerNorm and Root Mean Square Normalization (RMSNorm) with affine transformation parameters
- GitHub · Repository created · First archived
Alpha-Park/genpark-convolutional-2d-forward-backward-skill ↗
2D spatial convolution layer forward pass with stride, padding, and max-pooling
- GitHub · Repository created · First archived
alphaparkinc/genpark-convolutional-2d-forward-backward-skill ↗
2D spatial convolution layer forward pass with stride, padding, and max-pooling
- GitHub · Repository created · First archived
Alpha-Park/genpark-multi-head-scaled-dot-product-attention-skill ↗
Transformer multi-head self-attention engine with causal triangular masking and softmax normalization
- GitHub · Repository created · First archived
alphaparkinc/genpark-multi-head-scaled-dot-product-attention-skill ↗
Transformer multi-head self-attention engine with causal triangular masking and softmax normalization
- GitHub · Repository created · First archived
Alpha-Park/genpark-dense-feedforward-mlp-backprop-skill ↗
Multi-layer perceptron (MLP) feedforward inference with Xavier/Glorot initialization and activations
- GitHub · Repository created · First archived
alphaparkinc/genpark-dense-feedforward-mlp-backprop-skill ↗
Multi-layer perceptron (MLP) feedforward inference with Xavier/Glorot initialization and activations
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about Software
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.