THE INTERNET IS THINKING
Earlier sources: Artificial Intelligence
Artificial intelligence covers systems that learn from data, generate content, perceive their surroundings, or act toward a goal. Follow model research, agent tooling, evaluation, and the infrastructure used to build and run these systems.
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 ↗5178 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.
- Hacker News · Posted on Hacker News · First archived
Open-source LLM trading bots vs. the government bond, on paper money ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
GPT-4-0613 returns zero bytes to "Be the null." GPT-3.5-turbo-1106 returns text ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Recording device hidden in toilet paper found in top-secret OpenAI meeting room ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
justicedao/ipfs_netherlands_laws_ir — dataset update ↗
# Netherlands legislation IR (CID-keyed sparse GraphRAG) Research retrieval release of `endomorphosis/ipfs_netherlands_laws` (revision `58982353b51d0b5d8896f29ce0fb2925c6c00c90`) packaged as `country-laws-ir-graphrag/v1` (layout family `skillcenter-huggingface-release/v3` / publicus-ir). **Not legal advice.** This is a research snapshot. The official gazette / authentic source of Netherlands prevails over this corpus. Retrieved documents and graph edges are retrieval evidence only. No legal text was invented. Primary key: `entry_cid` (CIDv1 raw sha2-256 of a canonical identity record). Integer
- Hugging Face · Model / dataset date · First archived
justicedao/ipfs_slovakia_laws_ir — dataset update ↗
# justicedao/ipfs_slovakia_laws_ir Slovakia laws IR release. ## Scrapers & normalizer The scrapers and normalizer that produced this dataset are published in [justicedao/world_law_scrapers](https://huggingface.co/datasets/justicedao/world_law_scrapers) (canonical schema: `law_id, id, title, text, source_url, document_number, article_number, record_type, metadata_json`, matching endomorphosis/ipfs_malta_laws).
- OpenAlex · Published · First archived
Machine-Learning-Based Genomic Prioritization and Genome-Wide Association Analysis of Growth Traits in Central Anatolian Merino Sheep ↗
Growth traits are major economic drivers in sheep production, yet their genetic architecture is highly polygenic and influenced by multiple genetic and environmental factors. Here, we integrated machine-learning-based genomic prioritization and prediction with conventional mixed-model genome-wide association analysis to investigate growth traits in Central Anatolian Merino sheep. Phenotypic records for birth weight (BW), weaning weight (WW), six-month weight (W6), and average daily gains before (ADWG1) and after weaning (ADWG2) were obtained from 278 lambs genotyped using the Illumina OvineSNP…
- OpenAlex · Published · First archived
AI-Augmented Offsite Construction: Exploring Utility Theory and Boundary Objects for Design and Cost Optimisation ↗
Off-site construction (OSC) projects face persistent challenges in balancing design performance, cost efficiency, and stakeholder priorities due to fragmented workflows between generative design (GD) and building information modelling (BIM). Although AI-enabled design tools are increasingly adopted, limited integration and inconsistent decision-making continue to restrict effective optimisation and interdisciplinary collaboration. This study investigates how utility theory and boundary object theory can support AI-augmented OSC workflows for design and cost optimisation. Utility theory provide…
- OpenAlex · Published · First archived
A study on three-stage integration of generative artificial intelligence in architectural design based on human-in-the-loop ↗
The swift advancement of artificial intelligence has posed new demands on the architectural industry’s transformation. Generative AI (GAI) enables the digitization of architectural design experience, offering fresh inspiration for architectural scheme generation. This study develops a human-in-the-loop three-phase framework that distinguishes concept generation, scheme deepening, and result expression while adding explicit decision gates and cross-cutting controls for architectural knowledge, performance verification, data provenance, and professional accountability. This study starts by lever…
- OpenAlex · Published · First archived
Towards a New Learning Ecology: The Mediator Role of Teachers Facing Generative AI in the University Context of Peru, Chile, and Colombia ↗
Background The emergence of Generative Artificial Intelligence (GenAI) has created an ontological disruption in higher education, challenging traditional pedagogical mediation and academic production. This study examines the transformation of the teaching role in university environments across Peru, Chile, and Colombia, addressing a knowledge gap in Latin American empirical research regarding faculty perceptions and daily practices with Large Language Models. Methods The research employed a descriptive-interpretative qualitative design with an open-ended survey approach interpreted through a h…
- OpenAlex · Published · First archived
The Energy Economics of Artificial Intelligence Data Centers: Demand Uncertainty, System Costs, Flexibility, and Credible Decarbonization ↗
Artificial intelligence is accelerating data center electricity demand, but annual energy totals alone do not reveal when, where, or at whose cost new loads enter power systems. This review asks how uncertain projects should be translated into demand, infrastructure, price, flexibility, and environmental consequences. We conducted a structured critical review of 44 peer-reviewed studies, working papers, and official, regulatory, statistical, system-operator, and institutional reports identified through 31 August 2026, with explicit source selection and claim-level reliability appraisal. The ce…
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about Artificial Intelligence
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 ↗
Follow a thread
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.