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 ↗2287 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
Style, Not Self: Surface Cues Explain Zero-Shot Code Attribution by Large Language Models ↗
If a language model can recognize code it wrote, it may favor that code as a judge, and instances of one model monitoring each other could collude. We test this zero-shot on current commercial models. Five LLMs generate solutions to MBPP, HumanEval, and DS-1000, seven more to MBPP, and models act as evaluators in four tasks: picking their own solution from a pair, judging whether a single solution is their own, identifying which of two solutions a named model wrote, and judging quality blind. In the single-solution task, balanced accuracy is 49-58% for all 15 model-benchmark combinations, whil…
- Hacker News · Posted on Hacker News · First archived
Show HN: Scalar.dev – Python/SQLite server-rendered starter app, no build step ↗
Hi HN, I'm Felipe. AI-assisted coding is great, but complexity is still complexity. The more you have it, the harder it is to keep the system sane and changes safe over time. I've built this project because I wanted to have a different foundation for my apps - one that started simple, with no external dependencies, and that made the code stay easy to understand as it grows and cheap to modify. Simplicity in the stack is a means to absorb the busi…
- GitHub · Repository created · First archived
jankeesvw/omarchy-meeting-recorder ↗
Record meetings on Omarchy: mic and computer audio as two tracks, transcribed on your own machine, with speakers, chapters and a player.
- arXiv · Published · First archived
A Lightweight Ethereum Voting Prototype for Hospital Ethics Committees with Receipt-Based Inclusion Verification ↗
This paper presents a Solidity, Hardhat, React, MetaMask, and ethers.js prototype for hospital ethics committee voting. Role controls, case-state checks, duplicate vote controls, and a receipt hash support public audit and transaction inclusion verification. Because vote events expose wallet addresses and vote values, the design provides pseudonymous auditability, not anonymous or secret-ballot voting; the receipt is neither receipt-free nor coercion-resistant. Evaluation reports 22 passing functional tests and local Hardhat gas use, including 284,137 gas per vote. A 12-participant simulation…
- Hacker News · Posted on Hacker News · First archived
Paperclip: Open-source orchestration for teams of AI agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Websites that read in the terminal: the TermWeb standard ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Make Videos Programmatically with React ↗
Hacker News discussion.
- GitHub · Repository created · First archived
MishraShardendu22/kiro-account-pool-manager ↗
Multi-account pooling, quota multiplexing, and automatic rate-limit failover for Kiro CLI.
- arXiv · Published · First archived
Packet-Level In-Network Semantic Adaptation for Unstable Mobile Emergency Networks ↗
Mobile emergency networks can experience independently changing intermediate wireless links on timescales shorter than endpoint feedback can track. When an egress changes after packet emission, feedback affects only later source data, while the on-path node observes the current condition with the affected packet still mutable. This paper presents DINA, a packet-level in-network semantic adaptation method. An image is divided into self-describing spatial packets carrying coordinates, a current representation identifier, and payload. At each eligible node, an offline-trained frozen selector scor…
- GitHub · Repository created · First archived
prolet1966/QQ-Agent-for-Linux ↗
QQ Agent for Linux - 运行在 Linux 上的 QQ 机器人框架 / QQ bot framework on Linux
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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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.