Helios: Real Real-Time Long Generation Model Paper: https://
arxiv.org/abs/2603.04379
Project: https://
github.com/PKU-YuanGroup/
Helios
… https://
gitcode.com/weixin_4761727
7/Helios
… Our report: https://
mp.weixin.qq.com/s/F9dPhKfx82bO
QjpAL_CBaA
… #PapersAccepted by Jiqizhixin
GENERATIVE AI
-

Helios: Real-Time Long Video Generation Model Released
By
–
-
Helios: 14B model for real-time high‑fidelity minute‑long video
By
–
Now you could generate high-fidelity, minute-long videos in real-time on a single GPU!
— 机器之心 JIQIZHIXIN (@jiqizhixin) 8 mars 2026
Researchers from Peking University, ByteDance, Canva, and Chengdu Anu Intelligence present Helios.
Helios is a 14B parameter model that uses a new training strategy to prevent long videos… pic.twitter.com/S7VMJXWygsNow you could generate high-fidelity, minute-long videos in real-time on a single GPU! Researchers from Peking University, ByteDance, Canva, and Chengdu Anu Intelligence present Helios. Helios is a 14B parameter model that uses a new training strategy to prevent long videos
-

OpenAI Proves AI Hallucinations Are Inevitable
By
–
BREAKING: OpenAI just mathematically proved that no AI model will ever stop hallucinating. Their paper demonstrates that the way language models generate text, predicting one word at a time based on probability, creates a mathematical floor of error that cannot be engineered
-
Grok’s image processing capabilities
By
–
Grok does funny things with photos. pic.twitter.com/mLn9fFXlFA
— Robert Scoble (@Scobleizer) 8 mars 2026Grok does funny things with photos.
-
Claude Code’s Addictive Effect: Working Late into the Night
By
–
Using Claude Code has a weird side effect: You don't just get more productive, you actually want to work more. There's something addictive about watching a product being born in real time in front of your eyes. "One last feature" after "one last feature" and it's already past 3am.
-

Hackathon Winner Freely Reveals Claude System
By
–
BREAKING: An Anthropic hackathon winner just gave away the entire system for free. @affaanmustafa beat 100+ participants at the Anthropic x Forum Ventures hackathon. Built http://
zenith.chat in 8 hours using Claude Code. Walked away with $15K in API credits. Then he -
Model Effort Levels: Medium Balances Speed and Intelligence
By
–
Medium is a better default for most tasks. Think of effort as “max effort” — the model may decide to use less effort if it wants, and can use up to the amount of effort you set it to. It’s a balance- Low: fast and less intelligent
Medium: balanced
High: very intelligent, can be -
Opus 4.6 good, but Gemini 3.1 Pro impresses a lot
By
–
Yes of course, for this one Opus 4.6 remains good, it is far ahead of 5.4 on that. But Gemini 3.1 Pro impresses me a lot!
-
The puzzling superiority of Gemini in front-end coding
By
–
I still can't quite figure out why Gemini is the best AI for coding front-end design. GPT 5.4 or Opus 4.6 do stuff that's not all that impressive. Whereas Gemini 3.1 Pro, on the front end, I get the feeling it's really a cut above. But in terms of training data, I just can't