An SOA-Based Big Data Management Framework for Primary Healthcare Centers in Bahrain

2026-07-02T08:52:09Z53e5303f163834e58dcb7b7d2ea91f95298ed462fd0a8215a628736e61615970
CID-brokerHALLLM-safetyOTAPHISDVSOAagent-safetybig-datacode-integritygovernancehardware-abstraction-layerhealthcarehypervisorinteroperabilityloop-engineeringmodel-as-judgemulti-agent-systemsprivacyprompt-engineeringprompt-patternsreward-hackingsoftware-defined-vehiclevehicle-securitywrite-admission

What happened

This feed contains multiple new arXiv CS/SE papers covering: an SOA-based big-data management framework for a primary healthcare center (privacy/PHI and integration benefits/risks); “loop engineering” for coding agents (formalizing autonomous agent loops, verification burden, reward-hacking and model-as-judge fragility); evaluation of Hardware Abstraction Layer (HAL) concepts for Software-Defined Vehicles (trade-offs between middleware and hypervisor approaches, OTA and safety implications); ATM (AI-Atomic-Framework) for CID-brokered pre-write admission in multi-agent code co-synthesis (govern

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_cs_se
Record identifier
53e5303f163834e58dcb7b7d2ea91f95298ed462fd0a8215a628736e61615970
Enrichment time
2026-07-02T08:52:09Z
AI-assisted enrichment
Yes

This record may overlap with other records. Its enrichment can be incomplete or wrong, and machine assistance was used. Validate consequential decisions against the linked source and your own environment.

Record · An SOA-Based Big Data Management Framework for Primary Healthcare Centers in Bahrain · Baitaphish