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News

OpenTrain AI
opentrain.ai > profile > austin-o-13

Austin O. - AI Red Teamer

1+ week, 3+ day ago   (110+ words) Research write-up in progress demonstrating document-borne prompt injection through RAG-retrieved court filings against an agentic legal assistant, in Lakera Agent Breaker / Clause AI scenarios. Built an autonomous reconnaissance-to-reporting pipeline as a 7-module Python system, with prompt sets tuned to the…...

OpenTrain AI
opentrain.ai > docs > developers > mcp > lms-retraining

MCP: Individualized LMS retraining

1+ week, 4+ day ago   (408+ words) OpenTrain AI Fetch the complete documentation index at: /docs/llms.txt Use this file to discover all available pages before exploring further. Call opentrain_capabilities first. Inspect the LMS retraining family under agentSurfaces, including the family status and each operation’s authorized value....

OpenTrain AI
opentrain.ai > docs > developers > mcp > job-operations

MCP: Shared Job Context

1+ week, 4+ day ago   (343+ words) OpenTrain AI Fetch the complete documentation index at: /docs/llms.txt Use this file to discover all available pages before exploring further. ​Context and reconciliation tools Tool Purpose opentrain_get_job_context Required entry point: coherent objective, workflow, readiness, bounded fresh-priority queue, evaluator health,…...

OpenTrain AI
opentrain.ai > papers > aviator-towards-ai-agentic-vulnerability-injection-workflow-for-high-fidelity-la--arxiv-2508.20866

AVIATOR

2+ week, 13+ min ago   (229+ words) View this page in? Domain fit: AI-adjacent · Paper appears method- or tooling-adjacent to AI workflows with partial ecosystem coverage. Audit each benchmark finding before selecting an implementation path. Evidence refs map to the disclosure below. Evidence graph: 2 refs, 1 links. Utility…...

OpenTrain AI
opentrain.ai > papers > hydra-hybrid-dynamic-routing-architecture-for-heterogeneous-llm-pools--arxiv-2605.17106

HyDRA

2+ week, 11+ hour ago   (198+ words) View this page in? Domain fit: AI-adjacent · Paper appears method- or tooling-adjacent to AI workflows with partial ecosystem coverage. Evidence graph: 2 refs, 1 links. Utility signals: depth 60/100, grounding 58/100, status medium. No direct implementation yet Maintained implementation evidence is not confirmed for…...

OpenTrain AI
opentrain.ai > profile > ahmet-s-3

Ahmet S. - Solo Developer & Owner

2+ week, 20+ hour ago   (106+ words) OpenTrain AI No task types listed Solo Developer & Owner. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Koç University (2024). I have trained LoRA models for Stable Diffusion locally for making sure I can…...

OpenTrain AI
opentrain.ai > papers > doc-v-coarse-to-fine-interactive-visual-reasoning-for-multi-page-document-vqa--arxiv-2604.13731

Doc-V*:Coarse-to-Fine Interactive Visual Reasoning

2+ week, 4+ day ago   (202+ words) View this page in? Domain fit: AI-adjacent · Paper appears method- or tooling-adjacent to AI workflows with partial ecosystem coverage. Evidence graph: 2 refs, 1 links. Utility signals: depth 95/100, grounding 68/100, status medium. No direct implementation yet Maintained implementation evidence is not confirmed for…...

Google News
opentrain.ai > profile > rohan-h

Rohan H. - AI Model Output Evaluation and

2+ week, 4+ day ago   (16+ words) Rohan H. OpenTrain AI AI Model Output Evaluation and Prompt Engineering Projects AI / Data Analytics Projects...

OpenTrain AI
opentrain.ai > profile > jessy-m

Jessy M. - AI evaluation benchmark contractor

2+ week, 4+ day ago   (178+ words) OpenTrain AI I evaluate AI output and build the harnesses that do it at scale. On a paid contract for a TikTok-affiliated client I built the task set and scored 35 benchmark cases against a defined rubric, delivered across two approved…...