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 ↗2086 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
shgew/togi ↗
Per-core Curve Optimizer tuning for Zen 5 desktop CPUs on NixOS
- GitHub · Repository created · First archived
DaragonTech/DT-HumanDev ↗
An MIT-derived license permitting human development while restricting AI-assisted modification and AI-assisted derivative works. Experimental, not legal advice
- Hacker News · Posted on Hacker News · First archived
Postgres Without the Wait ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
45 open-source security agents for AWS, GCP, Azure, K8s and GitHub ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Weesize – In-browser PDF and image suite running on WebAssembly ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Blob-stream: a Kafka alternative for low cost high volume streaming ↗
Hacker News discussion.
- arXiv · Published · First archived
Task-Oriented Communications for Edge-Assisted Multi-View Localization ↗
Unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs) often lose satellite positioning in urban canyons, indoor facilities, and jammed or spoofed environments, making vision-based matching with geo-tagged databases important for absolute positioning. However, limited onboard computation and energy often require localization to be offloaded over wireless links with time-varying throughput. We present a network-adaptive task-oriented communication framework that jointly determines when to offload, which views and semantic rate to transmit, and which client to serve. The framework c…
- GitHub · Repository created · First archived
helloyhcby163/FileSyncTool ↗
Cross-platform file sync tool with U disk write-life protection. Supports Windows, macOS, and Linux.
- arXiv · Published · First archived
From Migration to Calibration: Preserving Agent Capabilities across Models, Jurisdictions, and Scale ↗
Agents need calibration when deployment conditions change: replacing a driving model, including a foundation-to-post-trained transition; crossing jurisdictions; or scaling across heterogeneous markets and sources. Interface compatibility alone does not establish capability retention or target-contract satisfaction. We formulate agent calibration as constrained behavioral adaptation across three interacting layers: information preservation, harness adaptation, and user acceptance; the layers apply to every scenario, not one-to-one to the three. The basic objective is non-degradation on prespeci…
- GitHub · Repository created · First archived
Synpath-ai/synpath ↗
One open-source API for prediction markets. Trade Kalshi, Polymarket, Polymarket US and Opinion with one Python SDK: unified market data, smart order routing across venues, and advanced order types. Plus tick-level Kalshi order book history.
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.