Signals

A staff engineer's guide to navigating corporate politics by focusing on manager priorities and strategic alignment.

A novel framework that bridges LLM-generated ideas with formal logic verification to enhance reliability and transparency of AI reasoning.

IEEE's 2025 programming language rankings spark debate about AI's role in reducing language-specific concerns for developers.

Discussion on the challenges and limitations of using LLMs for code generation in production environments, exploring determinism concerns.

Exploring how Markov chains serve as foundational language models and their relationship to modern LLMs through temperature control and state transitions.

Discussion of advanced techniques for constraining LLM outputs using structured generation libraries like Guidance and LLGuidance.

How BlackRock's engineering team overcame challenges in building and deploying AI applications at scale for investment operations teams.

How to build reliable AI systems while navigating the rapid pace of LLM evolution and the tension between domain knowledge and scalable methods.

Stripe enters the blockchain space with Tempo, an L1 blockchain focused on stablecoin utility for real-world business applications.

Key insights on building robust evaluation systems that enable rapid model updates and continuous improvement in AI applications.