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 ↗2054 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.
- arXiv · Published · First archived
The Editor Has Read-Only Access: Correctness Signals in Diffusion Language Models ↗
Diffusion language models generate code by repeatedly updating a partially masked sequence. We ask whether their internal activations encode code correctness and whether that information can improve generation. Across six diffusion models, linear probes distinguish passing from failing attempts, with the strongest reads generally appearing beyond the early layers. Controls using small semantic mutations support a connection to correctness rather than surface style alone. In comparisons with model confidence, probe point estimates offer no consistent advantage. Adding a probe-derived direction…
- arXiv · Published · First archived
SCORAS-MoE: Joint Compression and Resource-Adaptive Deployment of MoE-VLMs in LEO Satellite Networks ↗
Deploying large vision-language models (VLMs) onboard satellites enables onboard data processing and reduces raw data downlink. However, onboard inference faces two resource challenges. Limited onboard memory and energy require model compression and distributed deployment. Dynamic resource availability requires fast deployment decisions as illumination, battery levels, and communication conditions change. We present SCORAS-MoE, a joint compression and deployment framework for mixture-of-experts (MoE) VLMs in low Earth orbit (LEO) satellite networks. To address limited resources, SCORAS-MoE mea…
- Hacker News · Posted on Hacker News · First archived
Show HN: AppMaker – a visual JavaScript app builder ↗
I’ve been working on AppMaker, a small experiment in visual app development. It has a visual UI builder, JavaScript on both the client and server, a built-in database, and lets you download the generated Node.js app. It’s still early, and I’m especially curious about one thing: In the age of AI coding tools, is there still a place for this kind of structured visual development environment??!!?! I’d genuinely appreciate feedback, including critici…
- GitHub · Repository created · First archived
anixitea/GlassCast-for-Android ↗
As an iPhone user before, I was highly disappointed by the podcast players for Android. Many felt outdated, lacked personality, and were overly complicated to use. I present to you GlassCast, an open source podcast app with no compromises.
- arXiv · Published · First archived
Can Agents Design Libraries for Agents? ↗
Agents increasingly build on code written by other agents, and they reimplement rather than reuse, growing the codebases later agents must work in. To measure how well agents design libraries for other agents, we introduce LibraryDesignBench, a two-phase benchmark in which an agent implements a full-featured library from a specification that defines required capabilities and potential use cases without prescribing the design. We evaluate the library through the correctness and simplicity of programs written by three user agents from different model families. The benchmark spans 242 expert-vali…
- GitHub · Repository created · First archived
VoKhoiNhon/open-skill-standard ↗
Open, agent-agnostic standard and router for Agent Skills across 28 IT roles - integrates superpowers, BMad Method, spec-kit, codegraph and more.
- Hacker News · Posted on Hacker News · First archived
Global Cloud Status ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Yet another Python book in Spanish ↗
Hacker News discussion.
- NASA · Source date · First archived
Fire Cloud with a Pileus on Top ↗
Earth Observatory Science Earth Observatory Fire Cloud with a Pileus on Top Earth Earth Observatory Image of the Day EO Explorer Topics All Topics Atmosphere Land Heat & Radiation Life on Earth Human Dimensions Natural Events Oceans Remote Sensing Technology Snow & Ice Water More Content Collections Global Maps World of Change Articles Earth Matters Blog Blue Marble: Next Generation EO Kids Mission: Biomes About About Us Subscribe 🛜 RSS Contact Us Search natural color swir NASA Earth Observatory/Michala Garrison natural color swir NASA Earth Observatory/Michala Garrison natural color swir Cur…
- arXiv · Published · First archived
CTE-Bench: Counterfactual Trace Evaluation for Stateful Software Simulators ↗
Coding agents change running software: they patch a service's code or overwrite its stored state, and then act on their own expectation of how the service will respond afterwards. A wrong expectation may surface only several calls later. Function-level code-execution benchmarks omit persistent service state, and agent benchmarks score the actions an agent takes or the final state it reaches. We introduce CTE-Bench, which measures whether a model can predict how an intervention changes a stateful service's future behavior, without asking it to choose actions. Each scenario gives the model Pytho…
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.
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