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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 ↗5927 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
Tutoring company tells parents to save their money and 'use AI instead' ↗
Hacker News discussion.
- arXiv · Published · First archived
ENDOPROMPT: Victim-Side Pseudo-References for Utility Degradation ↗
Prompt injection can degrade benign task performance without eliciting harmful content. Yet many attack objectives depend on task labels or predefined target responses. We present ENDOPROMPT, a white-box method that learns utility-degrading prefixes from unlabeled instructions. Its generator takes the request text as input. Clean victim continuations serve as pseudo-references: local search identifies prefixes that reduce continuation likelihood, and preference fitting on comparisons within the same instruction, followed by reward refinement, distills this signal into a generator. At deploymen…
- 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
When Temporal Perturbations Act Like Sensor Biases: Label-Free Auditing of Wearable Activity Recognizers ↗
Wearable human-activity recognition (HAR) models operate across sensors, subjects, and backbones, yet a smooth waveform may appear temporal while exploiting a persistent sensor offset primarily. We introduce SpectrumAudit, a label-sealed audit that fits a phase-randomized full-window stimulus on calibration windows from subjects held out from training and testing. After selection, it replays its exact DC projection and budget-constrained zero-mean residual on the same frozen victim without refitting. Across 27 victims from three datasets and three backbones, the selected waveforms cause 2.87-4…
- GitHub · Repository created · First archived
sanad-source/cave-agents ↗
Build software with AI agent teams that use fewer tokens than a single agent.
- Hacker News · Posted on Hacker News · First archived
$5,999 Ryzen AI MAX+ 395 and Radeon R9700 workstation ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Resume Claude Code subagents killed by a usage limit, don't redo them ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Submersion AI Debuts Basin ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI safety is mostly a sex cult in Berkeley ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
When to Use an LLM ↗
Hacker News discussion.
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 ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.