Interesting but more importantly, useful!
https://www.bespacific.com/connected-papers/
Connected Papers
Connected Papers is a unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work. How does it work? Explore connected papers in a visual graph To start, enter a paper identifier. Search by Keywords, Paper Title, DOI or another identifier.
To create each graph, we analyze an order of ~50,000 papers and select the few dozen with the strongest connections to the origin paper.
In the graph, papers are arranged according to their similarity. That means that even papers that do not directly cite each other can be strongly connected and very closely positioned. Connected Papers is not a citation tree.
Our similarity metric is based on the concepts of Co-citation and Bibliographic Coupling. According to this measure, two papers that have highly overlapping citations and references are presumed to have a higher chance of treating a related subject matter.
Our algorithm then builds a Force Directed Graph to distribute the papers in a way that visually clusters similar papers together and pushes less similar papers away from each other. Upon node selection we highlight the shortest path from each node to the origin paper in similarity space.
Our database is connected to the Semantic Scholar Paper Corpus (licensed under ODC-BY). Their team has done an amazing job of compiling hundreds of millions of published papers across many scientific fields.
Seeing is not understanding. Yet.
https://thenextweb.com/news/video-first-frontier-ai-physical-world-lumana
Why video is the first frontier as AI learns to read the physical world
A camera overlooking a loading dock might record twelve hours of trucks arriving, workers moving through the site, and boxes leaving the building. Most days, nobody has a reason to watch any of it. The footage only becomes useful when a package goes missing, an accident happens or somebody needs to work backwards from an event and find out what happened.
That has been one of the strange limitations of video surveillance for years. Cameras became digital long ago, but the footage they produce still depends heavily on a person knowing what to look for and where to find it. AI is beginning to make more of that footage understandable and searchable while events are still unfolding.
Axis Communications estimates that 562 million surveillance cameras were installed worldwide outside China by the end of 2025. More of those cameras are also arriving with intelligence built in. About two-thirds of cameras shipped in 2024 included deep-learning analytics, according to the company’s research.
For companies building what is increasingly called physical AI, much of the infrastructure is therefore already hanging from walls and ceilings. The opportunity is in making those existing cameras more useful by teaching software to understand what is happening in front of them.
This is purely a coincidence. Pay no attention to that man behind the curtain.
True AI-pocalypse as ChatGPT, Claude, and Grok all go down at once
OpenAI says its ChatGPT service is recovering from a limited outage this morning amid similar problems affecting SpaceX's Grok and Anthropic's Claude. It might not be a good time for a chat.
"A routing error starting around 7:43 am PT on Thursday, September 3 made ChatGPT and Codex unavailable for some users across platforms," a company spokesperson told The Register. "As of about 8:17 am PT on Thursday, a solution was successfully implemented and is continuing to be monitored."
The OpenAI status page showed elevated errors across ChatGPT and Codex at the time this story was filed.
Anthropic's Claude status page shows the service has recovered after a three-hour six-minute outage, during which there were elevated error rates affecting Sonnet 5 and other models.
Tools & Techniques.
https://www.bespacific.com/normal-tools-for-normal-tasks/
Normal tools for normal tasks.
Open a tool, do the thing, leave. No account, no download, and nothing between you and the answer. Private by default. 193 Tools. Calculators, converters, generators, checkers, file tools, and text tools run in your browser. Normal Tools does not save their inputs or outputs. The Domain Age Checker is the exception: it sends the domain you enter to the public RDAP service for the lookup, but Normal Tools does not save the query or response.