AI 资讯

New preprint. A Mixture-of-Experts inference kernel (TritonMoE) written entirely in OpenAI Triton, targeting portability across NVIDIA and AMD without vendor-specific code. Highlights: A fused gate+up GEMM computes both SwiGLU projections from shared tile loads, eliminating 35% of global memory traffic. 89-131% of Megablocks throughput at inference batch sizes (up to 512 tokens) on A100; the same kernel runs on MI300X unchanged. Limitations: falls behind at 2048+ tokens, and degrades with 64+ experts under extreme routing skew. Paper: https://arxiv.org/abs/2605.23911 Code: https://github.com/bassrehab/triton-kernels Writeup with benchmarks: https://subhadipmitra.com/blog/2026/fused-moe-dispatch-triton/ submitted by /u/bassrehab [link] [留言]

The company has finally set a date for the first customer deliveries of what CEO RJ Scaringe has said is "maybe the most important thing we’ve launched to date."

The Series B round was led by Battery Ventures.

California civil rights agency hails win over Tesla, anticipates trial in July.

If you want an iPad that’s more powerful than the entry-level model but less expensive than the iPad Pro, the latest iPad Air is the one to buy, and it’s down to one its best prices to date. The 11-inch Air with 128GB of storage and Wi-Fi connectivity is available at Amazon starting at $519.99 […]

Dataset for fine-tuning compliance assistants. Each pair includes: - A practical SME-facing question ("Can I use pre-ticked consent boxes?") - An answer with specific UK GDPR article references, ICO guidance by name, and actionable steps - Source metadata: which GDPR concepts were used, which generation strategy, timestamp Generation method: questions via local Qwen 14B from a curated term bank, answers via DeepSeek API for factual reliability. JSON + Parquet, MIT license for the 1K sample. This is a niche dataset — it's not a benchmark contender, it's for people building privacy tools for UK businesses. If you're doing legal NLP or compliance RAG, might be useful. Free sample: https://huggingface.co/datasets/Draeg82/uk-gdpr-small-business-qa submitted by /u/a_serial_hobbyist_ [link] [留言]

I am a junior in college, and have two accepted workshop papers at ICML 2026. Some background: I had an accepted workshop paper last year at ICLR, but couldn't attend due to a rejected visa, which led to all the more disappointment. So this year I was VERY eager to attend, and my supervisor really wants me to as well. However, the cost of attending (workshop pass, air tickets, etc.) is SO HIGH. Even if my university does offer to cover some of it, it's not gonna cover even half the cost. I'll have to fund it myself. I study for free at my current institution, so my parents wouldn't be mad about paying, but I'm also not someone comfortable asking my parents to pay (which is why I chose my current institution in the first place). So, as third year undergraduate student aiming for grad school, will presenting at ICML workshops/ attending the event have any particular benefits? There's still a part of me that really wants to experience this event, but the cost is going to be a burden. Is it worth it for a 2-day trip? Any insights, experiences, thoughts are welcome. What would you have done? submitted by /u/milasonder [link] [留言]

I made a funnel site for a client in a pretty tough niche. It's honestly a waste of money, but he pays. I felt bad so I did a total design refresh because I wanted his business to do better. His invoice was due yesterday. He sent me a text saying his site has been down all month and sent me a screenshot. I could clearly see http:// and immediately corrected him. He said "oh it's working now with https. Do you think people will know to type that?" people click links to this, it will never be an issue if your site was down all month why didn't you tell me user error I'm about *this* close to terming this one and putting on some Amazon affiliate links. Edit: just redirected https to http. Thanks everyone! ✌️ submitted by /u/ihateroomba [link] [留言]

Hey guys, the past few months I've been building a marketplace (selling mainly digital assets) and I've been running to some issues with deciding on a payment system. I've heard from some friends that standard options like Stripe Connect is terrible for international vendors. I was doing some research but got stuck as it seems that the payment provider sector moves quickly, and I'd rather avoid using anything outdated. Would love to hear some recommendations, thanks guys. submitted by /u/mirror_mirror248 [link] [留言]

Hi I'm Dan from Elodin, making an open source real-time capable flight software simulation. For AI Grand Prix contestants, the wait for the Round 1 virtual qualifier simulation has been grueling. If you’re competing, check out our simulation harness to tide you over, built to match the published competition constraints and message format. It runs against real Betaflight, which we learned requires at least 1000 sensor samples per second to run real-time correctly. The competition warranted introd

This is a prototype I’ve been working on, I’d be interested to know what others think, nothing that costs money, just interested in people’s opinion. https://darglark-s.github.io/darglarking-yellow-wiki/index.html submitted by /u/Darouck [link] [留言]

Real-time text-to-speech model you can self-host Discussion | Link

The company brain that makes your AI agents do great work Discussion | Link

Snowflake has signed a new, enormous five-year deal with Amazon to secure chips for AI usage. Nvidia is once again being put on notice.

submitted by /u/teivah [link] [留言]

Each brain is unique, and from the best generations that I save, a worm can pick random brain files to use, letting each worm be completely unique and feel alive. This is for Bonk Universe. submitted by /u/Lanse012 [link] [留言]

After announcing tests of premium subscriptions for Facebook, Instagram, WhatsApp earlier this year, TechCrunch and Bloomberg report that Meta is launching a global rollout over the next few weeks and is also starting to test subscriptions for Meta AI. With the new offerings, Meta joins many other tech companies in changing up its subscription plans […]

https://variety.com/2026/digital/news/youtube-ai-video-label...

Nvidia will invest $150 billion a year to make Taiwan an AI “epicenter.”