AkashaCorporation

Pythia is a Claude-powered oracle agent that intervenes in real time during malware emulation. Modern hostile samples detect sandboxes in seconds — timing checks, PEB reads, hash-based imports — and abort silently, leaving analysts with "no malicious behavior observed" reports. Static rule-based bypasses don't scale to new variants. Pythia takes a fourth path: when HexCore's emulator hits an anti-analysis check, the Oracle Hook pauses execution and asks Claude what to do. Patch a register? Skip an instruction? Read memory? Abort? The model reasons from CPU state plus a live disassembly window and responds via a constrained decision schema. HexCore applies the decision, resumes emulation, and the malware never knows it was watched. Validated against two self-authored red-team samples — v6.1 (9 evasion layers) defeated in 40 s / $0.037, v7.0 (added runtime integrity check, QPC tamper gate, and a two-stage URL decoder with a decoy beacon) defeated in 46 s / $0.081 on the first attempt. In v7, Pythia explicitly noted "no decoy strings present" in her decision reasoning — she recognized the trap and avoided it without being told to.