AI & ML Research 24 Hours

Last updated: June 24, 2026, 8:30 PM ET

AI Infrastructure & Hardware

OpenAI and Broadcom have unveiled Jalapeño, a custom AI chip engineered for large language model (LLM) inference. This collaboration aims to boost performance, efficiency, and scalability across AI systems by optimizing hardware specifically for LLM workloads. Meanwhile, the burgeoning AI sector is driving demand for a new web data infrastructure layer, as enterprises require scaled data access to capitalize on emerging use cases, often facing blocked or unavailable information MIT Technology Review AI.

LLM Reasoning & Recall

Google Deep Mind introduced computer use capabilities within its Gemini 3.5 Flash model, enhancing its ability to process and understand information. This development builds on research into how LLMs retrieve parametric knowledge, with new findings detailing a three-phase factual recall circuit within Gemma models. Researchers used activation patching to map how facts are stored, routed, and read out across transformer layers, revealing that the residual stream plays a significant role in this process Towards Data Science. Another study explores how reasoning unlocks parametric knowledge in generative AI, suggesting that LLMs can effectively recall information by engaging reasoning mechanisms Google AI Blog.

Data Engineering & MLOps

For new data engineers, making ETL pipelines testable is presented as a critical first task, involving environment setup, automated testing, and AI-assisted development workflows Towards Data Science. In a related development, a practical walkthrough details the benefits of building multi-agent pipelines over single-agent systems, using text-to-SQL as an illustrative example Towards Data Science. For Retrieval Augmented Generation (RAG) systems, an anchor detection method is proposed that employs parallel detectors before a final LLM call, filtering structured tables by keywords, table of contents, and finally embeddings Towards Data Science.

AI Applications & Industry

Stripe, and OpenAI are co-funding an initiative to combat respiratory infections, a significant public health challenge with no current preventative measures. In a different domain, logistic regression models are being adapted for credit scoring, with a method to convert model coefficients into a 0-1000 score, including risk classes and stability checks Towards Data Science.

Emerging Technologies & Infrastructure

Europe is confronting grid instability due to extreme heatwaves, leading to power plant shutdowns and straining resources as demand for cooling surges MIT Technology Review. Separately, a large, solar-powered flying platform is set to embark on a trans-Pacific journey, aiming to provide enhanced internet connectivity from the air MIT Technology Review. The broader technological landscape is marked by ongoing engineering challenges, from post-conflict reconstruction efforts to the fundamental requirements of scaling AI MIT Technology Review.