badmonster

For WebSocket authentication checks, does Nightcrawler currently support token-based (e.g., JWT in query params or headers) patterns, or is it limited to session cookies?

a systematic comparisons between diffusion and autoregressive models

~ 50 lines on the indexing path

https://github.com/cocoindex-io/cocoindex/blob/main/examples...

Would love to hear how you see d2-mcp fitting into broader AI-assisted workflows — especially in things like technical writing or architecture docs.

How is it different from traditional web servers?

a subtle but powerful insight: large multimodal models like CLIP don’t just learn individual concepts. they also depend heavily on how often those concepts appear together during training.

indexing research papers with extracting different metadata and relationships — beyond full text chunking and embedding

nice breakthrough in the theory behind solving the Helmholtz equation at high frequency

The core framework is written in Rust because it is performant, robust, and can bind to different languages. Currently it has a Python SDK. I’m thinking of supporting typescript soon. Would love to hear your thoughts, thanks

The speedup (up to 9x training) and quality gains (up to 8.9 FID improvement) are impressive, especially on large-scale benchmarks like ImageNet and CC3M.

Hi HN community,

I've worked on real-time knowledge graph to turn docs in to knowledge in this project and got very popular [1]. I've received feature request to integrated with Kuzu from CocoIndex users. So I've rolled out the integration with Kuzu + CocoIndex.

CocoIndex is written in Rust to help with real-time data transformation for AI, for example knowledge graphs. Kuzu is written in C++ and is high performance and light weight. Both are open source.

With the new change, you only need one config away to export existing knowledge to kuzu if already on neo4j.

Blog with detailed explanations end to end: https://cocoindex.io/blogs/kuzu-integration

Repo: https://github.com/cocoindex-io/cocoindex

[1] https://news.ycombinator.com/item?id=43976895

Really appreciate the feedback from this community!

interesting paper. essentially a peek under the hood of why transformers generalize so well across multiple tasks, through the lens of hidden markov models.

ran into this again today ..

nice

The stark performance gap between current models and humans—especially the fact that even the top proprietary model only hits 40%—highlights how underexplored and underdeveloped multi-image spatial reasoning still is.

nice

impressive formalization effort that bridges deep number theory and formal methods

amazing project

GRAT (Grouping First, Attending Smartly) is a training-free method that massively speeds up diffusion-based Transformers—achieving up to 35.8× faster generation for ultra-high-res images (8192×8192)—by leveraging the natural sparsity in attention maps. This is impressive.

reinforcement learning can push LLMs beyond generation and into true performance optimization at the assembly level. achieving a 1.47x speedup over gcc -O3 is no small feat—especially considering -O3 is already highly optimized.

Today, Waymo operates a commercial robotaxi service in all of San Francisco as well as parts of the Peninsula. It also provides driverless rides to paying customers throughout several Silicon Valley cities, including parts of Mountain View, Palo Alto, Los Altos, and Sunnyvale.

very cute!

btw congrats on the launch

How are custom collision effects like ‘explode’ or ‘gravity shift’ implemented on top of Matter.js’ core collision events?

wow this is a popular project^_^

Which GitHub Actions context variables are emulated or customizable in act, like github.event, github.actor, or secrets

How does Better Auth handle multi-tenant authentication across different subdomains or apps within a monorepo setup?

btw i read about your project in x a while ago, nice project!

big news

wow that's cool. Given that the 12350 BC event was over 500 times more intense than the 2005 solar storm, what are the possible consequences if a storm of similar magnitude were to occur today?

How do I load a custom model instead of the ones on Hugging Face?

Coinbase says that customers’ personal information, including government-issued IDs, was stolen in a data breach. The hackers demanded $20 million from the company, CEO Brian Armstrong said in a post on X. Coinbase said it will not pay the hackers’ ransom.