ค้นพบสถาปัตยกรรมและบทความวิเคราะห์เจาะลึกที่ตรงตามเกณฑ์สืบค้น "defeating context rot in LLMs"
Examines active context harnesses as the architectural evolution beyond static prompt engineering. Analyzes mitigating context rot and reasoning cliffs, lowering TTFT, and capturing Level 3 operational telemetry to train compact specialized PEFT models under predictable cost envelopes.