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 ↗2118 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
Alpha-Park/genpark-scalar-autograd-computational-graph-skill ↗
Reverse-mode automatic differentiation engine with DAG tape and chain rule backpropagation
- GitHub · Repository created · First archived
alphaparkinc/genpark-scalar-autograd-computational-graph-skill ↗
Reverse-mode automatic differentiation engine with DAG tape and chain rule backpropagation
- arXiv · Published · First archived
TraceLib: System-Call Bitmap Feedback Mechanism for Language-Agnostic Web Fuzzing ↗
Coverage feedback is an important source of guidance for fuzzing. However, obtaining such feedback normally requires application-level instrumentation that is specific to the language and runtime of the application. Given that modern web applications span multiple languages and runtimes, this application-level instrumentation is costly to implement and maintain. Therefore, we present TraceLib, a system-call feedback mechanism for enabling language-agnostic web fuzzing. Our proposed approach observes the transitions of system calls, enriches selected transitions with bounded argument hashes, an…
- GitHub · Repository created · First archived
alphaparkinc/genpark-pedersen-commitment-homomorphic-skill ↗
Homomorphic cryptographic Pedersen commitments with blinding factors and additive verification
- GitHub · Repository created · First archived
alphaparkinc/genpark-schnorr-signature-discrete-log-skill ↗
Schnorr signature scheme and non-interactive zero-knowledge identification verification
- GitHub · Repository created · First archived
Alpha-Park/genpark-diffie-hellman-key-exchange-rfc3526-skill ↗
Diffie-Hellman key agreement with RFC 3526 2048-bit MODP groups and HKDF derivation
- GitHub · Repository created · First archived
alphaparkinc/genpark-diffie-hellman-key-exchange-rfc3526-skill ↗
Diffie-Hellman key agreement with RFC 3526 2048-bit MODP groups and HKDF derivation
- Hacker News · Posted on Hacker News · First archived
Show HN: WorkContext – Open-Source AI Context Layer for Dev Teams ↗
Hacker News discussion.
- arXiv · Published · First archived
Multi-SWT-Bench: A Multilingual Benchmark for Reproduction Test Generation ↗
Reproduction test generation translates a natural-language issue description into executable tests that fail on the original code and pass after the issue is resolved, providing executable evidence for verifying candidate patches. Existing benchmarks are constructed for individual programming languages, preventing a unified evaluation across diverse programming ecosystems. To address this limitation, we introduce MULTI-SWT-BENCH, a multilingual benchmark for reproduction test generation consisting of 1,963 instances across eight programming languages: Python, Java, TypeScript, JavaScript, Go,…
- GitHub · Repository created · First archived
doronp/gitmemory ↗
Git-versioned, contiguity-checked memory for AI agents: verbatim transcripts, byte-offset recall, no LLM
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.