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Local deployment of large models is limited by hardware throughput. Even with GPUs at full capacity, only about 8.64M Tokens can be processed per day, which is insufficient to support Agent automation clusters or large-scale data analysis. Therefore, scaled applications still rely on cloud APIs.
Nous Research introduces Bot Mode for Hermes Desktop, allowing customizable AI bots to communicate, and it's being integrated into an iOS app pending Apple's approval.
Claude Code has released an early preview of the /design command, enabling users to generate design options for features directly from the desktop or CLI.
Humanoid robots like Honor Lightning and Unitree's Superman prototype are achieving performance speeds and jumps comparable to or exceeding humans, marking significant advancements in AI and robotics.
Scott Gray, a key early employee at OpenAI, joined in 2016 and participated in the development of Sparse Transformer, Scaling Laws, and GPT-3, primarily responsible for the underlying GPU systems. According to reports, OpenAI has had 12 senior executives leave this year, highlighting the loss of key talent.
Meituan has been running commercial drone takeout delivery in Chinese cities for years, using street-side drone airdrop cabinets where drones deposit food into lockers for customer collection via phone code.
The post highlights that this summer has been a success for open-source AI and suggests that more advancements are on the way.
A Qwen developer advises against waiting for the 35B-A3B model, suggesting other models or updates may be in the works.
A new study from arxiv demonstrates that ideas can self-propagate among AI agents, persisting even when their context is wiped.
The article discusses challenges with browser agents in data extraction, such as incomplete tables, and introduces Thunderbit's solution that provides source URLs and reviewable tables for transparency and trust.
A paper demystifies agent skills by analyzing 8,135 normalized trials, challenging the assumption that skills primarily inject knowledge into models.
The author expresses that video-based teaching could have made learning more engaging, referencing the complexity of a human cell as an example.
Cursor has launched Origin, an early beta code hosting platform that integrates with GitHub and supports AI-powered cloud agents for code management.
A tweet reports that GitHub has been down since Microsoft took over, including a link for more information.
Andrew Curran tweets that vagueposting about Astra has begun, suggesting early speculation in tech or AI discussions.
A humanoid robot demonstrated efficient energy transfer by sprinting at Beijing’s National Speed Skating Oval, trading kinetic energy for electrical power.
NousResearch shares a video draft featuring Hermes bots, likely showcasing AI capabilities or updates.
Kent C. Dodds and Hunvreus discuss the decreasing cost of implementation in software development and the importance of understanding layers above and below one's work.
This article discusses the proof of Sendov's conjecture and its variants, focusing on polynomials with zeros in the unit disk and their critical points.
California has approved new tire efficiency standards to save drivers money and reduce emissions, with phased implementation starting in 2029 and stricter standards in 2033.