Question
Which agent architectures can complete long-horizon work with auditable source use and bounded tool authority?
SourcePT. Batak Story PediaSourceMDPI AGProblemAI
Foundation Models and Agents: research question
Which agent architectures can complete long-horizon work with auditable source use and bounded tool authority?
Reviewed question
Why it matters
Reliable agentic systems would change research operations only if their actions remain inspectable and reversible.
SourcePT. Batak Story PediaSourceMDPI AGWhy now
Frontier models, tool APIs, and evaluation harnesses are moving quickly enough to test real workflows.
SourcePT. Batak Story PediaSourceMDPI AGCurrent state
Open literature is converging on agents, planning, retrieval, and evaluation, but robust field evidence is still thin.
SourcePT. Batak Story PediaSourceMDPI AGBottlenecks
- Long-horizon evaluation
- Tool-use safety
- Reproducible memory
Entry points
- Agent benchmarks
- Workflow traces
- Human approval checkpoints
Evidence summary
Track recent papers and releases for agent reliability, source grounding, and tool governance. Evidence candidates are attached from recent source-backed outputs in this topic.
SourcePT. Batak Story PediaSourceMDPI AGRelationship evidence
Vision-Language-Action Models for Embodied AI: A Survey of Robotics, Manipulation, and Autonomous Agents
Vision-Language-Action Models for Embodied AI: A Survey of Robotics, Manipulation, and Autonomous Agents
Menelaah Era Kecerdasan Buatan: Dampak Large Language Models pada Kompetensi Menulis Mahasiswa
Menelaah Era Kecerdasan Buatan: Dampak Large Language Models pada Kompetensi Menulis Mahasiswa
Voice, Speech, and Large Language Models in Neurology: From Acoustic Biomarkers to Conversational AI
Voice, Speech, and Large Language Models in Neurology: From Acoustic Biomarkers to Conversational AI