George K. Thiruvathukal

LLMs struggle to produce reliable TLA+ specifications, achieving only 8.6% semantic correctness, which underscores the need for expert oversight in automated formal verification.

TLA-Prover triples the success rate of LLM-generated TLA+ specifications, transforming how we ensure correctness in distributed systems verification.

CS education risks irrelevance if it continues to prioritize rote coding skills over the systems-level thinking needed to build and manage complex AI-driven systems.

LLMs can now orchestrate system-wide optimizations across microservices, boosting throughput by 36% and slashing response times by 27%.