engblogs

Highlighting innovative intern projects at Jane Street in 2025, covering optimized SQL evaluation with indexing, advanced OCaml Torch bindings with reference counting, and efficient shared-memory ref-counted object management for trading systems.

Engineers at Dropbox designed and tested a custom liquid cooling system for GPU servers during Hack Week 2025, achieving significant thermal performance improvements to support next-generation AI workloads efficiently.

Maple is a scalable, cost-effective batch processing service developed by Instacart to streamline large-scale LLM workflows, automate prompt management, and enable reliable, fault-tolerant AI operations across teams.

ChatGPT is continuously improving its empathetic response and safety measures to support users in mental and emotional distress, including enhanced safeguards, expert collaboration, and expanded crisis intervention features.

MIT research reveals that simpler physics-based models can outperform complex deep-learning approaches in regional climate predictions, highlighting the importance of problem-specific modeling and robust benchmarking methods.

OpenAI launches the India-first Learning Accelerator to enhance AI-enabled education through research, training, and widespread ChatGPT access, partnering with leading Indian institutions to empower educators and students.

Researchers at MIT and Harvard introduce a new metric to evaluate how well large language models and predictive AI systems understand and generalize real-world knowledge beyond mere predictions.

Innovative portable technologies like READY and MINDSCAPE leverage biomarkers and VR to provide rapid, sensitive cognitive readiness assessments for military personnel, enhancing brain injury detection and operational health support.

Lambda utilizes Supermicro NVIDIA HGX B200 server clusters to rapidly deploy large-scale, energy-efficient AI factories delivering next-generation AI infrastructure and compute solutions at scale.

MorphLLM revolutionizes AI code editing by enabling fast, precise, and semantic single-line changes, vastly improving agent efficiency and developer productivity.

OpenAI and Retro Biosciences leveraged GPT-4b micro to engineer enhanced Yamanaka factor variants, achieving a 50x increase in stem cell reprogramming efficiency and demonstrating accelerated rejuvenation potential through AI-driven protein design.

Pinterest redefined developer experience by building PinConsole, an Internal Developer Platform on Backstage, to unify tooling, reduce complexity, and scale engineering productivity across its vast ecosystem.