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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.

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5397 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.

  1. Hugging Face · Model / dataset date · First archived

    NX-AI/TiRex-2-fevbench — model update ↗

    This is a specialised version of the official pretrained [TiRex-2](https://huggingface.co/NX-AI/TiRex-2) model which we trained on datasets that do not overlap with fev-bench datasets. For more information please see [TiRex-2](https://huggingface.co/NX-AI/TiRex-2).

  2. Hugging Face · Model / dataset date · First archived

    NX-AI/TiRex-2-gifteval-zs — model update ↗

    This is a specialised version of the official pretrained [TiRex-2](https://huggingface.co/NX-AI/TiRex-2) model which we trained on datasets that do not overlap with Gift-Eval and Gift-Eval-Pretrain. For more information please see [TiRex-2](https://huggingface.co/NX-AI/TiRex-2).

  3. GitHub · Repository created · First archived

    Alpha-Park/genpark-multi-agent-byzantine-fault-tolerant-voting-arbiter-skill ↗

    Multi-Agent Byzantine Fault Tolerant (BFT) Quorum Voting Arbiter. Enforces 3f+1 Byzantine resilience across heterogeneous LLM verifier agents, filters hallucinating or adversarial outlier nodes using reputation-weighted supermajority (2f+1) | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  4. GitHub · Repository created · First archived

    alphaparkinc/genpark-multi-agent-byzantine-fault-tolerant-voting-arbiter-skill ↗

    Multi-Agent Byzantine Fault Tolerant (BFT) Quorum Voting Arbiter. Enforces 3f+1 Byzantine resilience across heterogeneous LLM verifier agents, filters hallucinating or adversarial outlier nodes using reputation-weighted supermajority (2f+1) | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  5. GitHub · Repository created · First archived

    Alpha-Park/genpark-agentic-subscription-churn-retention-negotiator-skill ↗

    Autonomous Subscription Churn Prediction & Dynamic Retention Negotiator. Evaluates subscriber telemetry (usage drop-off, support friction, billing price sensitivity, tenure LTV), diagnoses cancellation root cause, and dynamically negotiates | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  6. GitHub · Repository created · First archived

    alphaparkinc/genpark-agentic-subscription-churn-retention-negotiator-skill ↗

    Autonomous Subscription Churn Prediction & Dynamic Retention Negotiator. Evaluates subscriber telemetry (usage drop-off, support friction, billing price sensitivity, tenure LTV), diagnoses cancellation root cause, and dynamically negotiates | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  7. GitHub · Repository created · First archived

    Alpha-Park/genpark-personal-agent-biometric-circadian-energy-scheduler-skill ↗

    Proactive Personal Agent Biometric & Circadian Energy Scheduler. Models the Borbely Two-Process sleep/alertness dynamics (homeostatic sleep pressure Process S + circadian rhythm Process C) from wearable telemetry (HRV, sleep duration, wake | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  8. GitHub · Repository created · First archived

    Alpha-Park/genpark-autonomous-cron-schedule-conflict-and-deadlock-detector-skill ↗

    Detects overlapping execution windows and shared resource lock contention across scheduled autonomous agent jobs | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  9. GitHub · Repository created · First archived

    alphaparkinc/genpark-autonomous-cron-schedule-conflict-and-deadlock-detector-skill ↗

    Detects overlapping execution windows and shared resource lock contention across scheduled autonomous agent jobs | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

  10. GitHub · Repository created · First archived

    alphaparkinc/genpark-personal-agent-biometric-circadian-energy-scheduler-skill ↗

    Proactive Personal Agent Biometric & Circadian Energy Scheduler. Models the Borbely Two-Process sleep/alertness dynamics (homeostatic sleep pressure Process S + circadian rhythm Process C) from wearable telemetry (HRV, sleep duration, wake | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

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.

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.