| Sep 30, 2026 | Efficient Hierarchical Transformers for Representing Log Data (formerly HLogformer) accepted to the NeurIPS 2026 Workshop on Long-Context Foundation Models: a memory-efficient architecture that exploits the nested structure of log entries. |
| Sep 28, 2026 | PurpleAudit accepted to NeurIPS 2026 (Evaluations & Datasets Track): co-evolutionary red/blue-team auditing of multi-agent systems against task hijacking. |
| Sep 24, 2026 | New preprint: On the Effectiveness of Kernel-Level Evidence for Agent Security. We introduce ACE, a 4,047-session corpus pairing kernel syscall traces with agent transcripts, and show that kernel evidence is discriminative on its own and complements application-layer signals. |
| May 27, 2026 | Released ClawGuard — an AI workload observer that watches what local agents are doing on your machine (processes, network, parent chains) and never blocks or modifies anything itself. |
| May 25, 2026 | STARS accepted to the SPIGM Workshop at ICML 2026 — synchronous token alignment for robust supervision in LLMs. |
| Sep 15, 2025 | The audit-log foundation model I tech-led shipped to production in Amazon GuardDuty — cutting customer-facing false positives by 20–30% on anomaly detection. |