The Mathematics Search Engine

26+ min ago  (424+ words) I am currently working on a project that involves scraping public data from Facebook and researching data extraction strategies. Solutions such as Apify have actors that do all the heavy lifting for you, but the cost of the platform subscription…...

42+ min ago  (270+ words) I maintain paperlist. ai, an open tool for browsing AI conference papers organized by research topic. How many ICLR papers are about RAG? What about agents or multimodal models? If you have ever tried to answer these questions by browsing…...

17+ min ago  (67+ words) Natural language autoencoders are a really cool mostly-unsupervised method for producing free-form text explanations of LLM activations. You should r...

39+ min ago  (1712+ words) Two years ago, we published a list of 5 predictions about AI in the year 2030. The article sparked a lot of fascinating (and sometimes heated!) discussion. Today, we're running it back with five more predictions. The further into the future we…...

1+ hour, 11+ min ago  (565+ words) When we first built RAG at Twio, pgvector was the obvious pick. Our business data was already in Postgre SQL, and dropping embeddings into the same database was the fastest path to a working product. For the first version, that…...

53+ min ago  (208+ words) The'n queens problem is to place on an'n "n chessboard'n queens so that none attacks any other. This means there is only one queen on every horizontal, vertical, and diagonal line. When'n is a prime number " 5, it is sufficient to…...

1+ hour, 20+ min ago  (422+ words) Dockerfiles that pass a casual build check can still fail silently in production when they lack proper layer caching, run as root, or omit health checks. For teams without a dedicated container specialist, arriving at an optimized, secure configuration often…...

2+ hour, 36+ min ago  (980+ words) The explosive rise of data science has made one thing clear: everyone wants to build the next groundbreaking machine learning model or deploy an AI that feels like magic. We obsess over coding languages, massive cloud servers, and complex neural…...

2+ hour, 1+ min ago  (733+ words) Benchmarking the Honesty of Fine-Mapping Credible Sets Fine-mapping has a promise built into its output, and almost nobody checks whether the promise is kept. When you run Su Si E on a GWAS locus, it hands you a credible set:…...

2+ hour, 2+ min ago  (654+ words) Large language models are stateless by default. Each API call starts fresh. The model forgets your last message once the response returns. That is fine for a single question. It breaks the moment you build an agent. Agents plan, call…...