The Mathematics Search Engine

48+ min ago   (23+ words) On September 24, GigaOm’s Whit Walters and Vespa.ai’s Bonnie Chase will explain what breaks when hundreds of AI agents hit retrieval at once....

1+ hour, 27+ min ago   (373+ words) Apache Spark job performance issues are frequently caused by improper join strategies leading to excessive data shuffling, rather than suboptimal code. I learned this lesson the hard way. We had a critical data pipeline running for over 3 hours every single…...

1+ hour, 24+ min ago   (349+ words) With rapid advances in open weight models and growing concerns over AI costs, a new paradigm is emerging in enterprise AI deployments - model routing. IT companies are increasingly experimenting with an extra orchestration layer that mix cutting edge frontier models…...

1+ hour, 21+ min ago   (378+ words) In the weeks leading up to our most recent production run, our local LLM agent fleet experienced a series of failures that went unnoticed for days. Looking at the failure ledger, several patterns emerge: These failures indicate that while the…...

1+ hour, 26+ min ago   (442+ words) Running a local LLM is easy. Running multiple specialized models for coding, reasoning and AI agents on a 12GB GPU is where things get interesting. My local AI machine is fairly ordinary: Modern 7B–12B models run surprisingly well on this hardware. But…...

1+ hour, 45+ min ago   (533+ words) A new study has used a type of machine learning called a neural network to reveal how different kinds of training can change how learning happens-both in machines, and in living brains. We can use these complex models to make…...

2+ hour, 5+ min ago   (1078+ words) NVIDIA DGX Spark: $4,699. 128GB of memory, shared between the CPU and GPU. Memory bandwidth of about 273GB/s. It has been shipping and available to buy since late 2025. Mac Studio (M5 Ultra, 36-core CPU / 80-core GPU, 256GB): $10,799. 256GB of memory. Memory bandwidth of about 1.2TB/s (roughly…...

2+ hour, 1+ min ago   (1261+ words) We spent decades engineering software to be predictable. Now we're building systems around... Tagged with ai, programming, harness, agents....

2+ hour, 5+ min ago   (447+ words) The advent of large language models and Retrieval-Augmented Generation (RAG) models has greatly enhanced intelligent information systems. This has resulted in the development of context-aware and knowledge-grounded response generation. This has been highly beneficial in the context of religious advisory…...

2+ hour, 14+ min ago   (19+ words) Nscale, a full-stack AI cloud platform, announced it has signed a multi-year strategic partnership with humanoid robotics company Figure....