6+ hour, 6+ min ago  (416+ words) Index Box Search across reports, market insights, and blog stories. Researchers from Columbia University and IBM Research have introduced a new benchmark for evaluating large language models in the domain of hardware-software co-design for systems-on-chip, as detailed in a technical…...

1+ hour, 14+ min ago  (1350+ words) A war story about hand-managing the EVM stack, two words of litter left behind a CALL, and the debug trace that finally made the drift visible. I had a contract that worked. Then I rewrote it in a second language…...

1+ hour, 13+ min ago  (720+ words) Look, I'm a backend engineer. I don't have time to read through 40 pages of model cards before picking an API. I just need to know: which multimodal model handles my use case without breaking the bank or my sanity? So…...

5+ day, 22+ hour ago  (314+ words) In May 2026, a Git Hub project with 17, 179 stars quietly achieved what cloud providers spend millions. .....

3+ day, 10+ hour ago  (70+ words) Hugging Face just open-sourced a 27, 000-star agent framework where agents write their own Python code. .....

2+ hour, 14+ min ago  (669+ words) Princeton researchers just released an open-source AI agent that autonomously fixes Git Hub issues " and it's reshaping how developers think about automated software engineering. SWE-agent, developed by researchers from Princeton University and Stanford University, has earned 19, 310 Git Hub Stars since…...

2+ hour, 30+ min ago  (643+ words) Box Agnts' middle layer " the Agent Toolbox " is the brain and hands of the system. It consists of six core modules responsible for three things: understanding your intent, dispatching the right tools, and feeding back execution results. This article takes…...

4+ hour, 57+ min ago  (513+ words) In Parts 1 through 4 we built a useful tool: a USC campus assistant that knows when to retrieve, when to refuse, and which endpoint to call. It is still a chatbot. The model writes a string; we print it. Everything interesting…...

4+ hour, 55+ min ago  (459+ words) This is a short write-up of work conducted as part of the MATS 9. 0 program. We thank Victoria Krakovna for mentorship and Fred Bruford for research management. The pipeline to generate a blueprint works as follows: Writers and reviewers across these…...

5+ hour, 4+ min ago  (94+ words) Same prompt, two models, different outputs. No tooling was actually showing me where they diverged. Built tokenflame that gives entropy heatmaps, tokenizer diffs, divergence markers, token-by-token replay. One command, one HTML file. pip install tokenflame Same prompt, two models, different…...