cool cosplay from xiao rou seeu

 

Some of the coolest and best cosplay videos from Seeu.  She always manages to get to look quite close to the characters she's cosplaying as.

Money bureau guide to bonds

 

The large youtuber Money bureau and coin bureau together have created a video to cover the nature of bonds and how they affect the rest of the market including money markets.

AI researcher update and ai news

 Youtuber Dylan Curious provides updates on Demis Hassabis.  Demis Hassabis of Deepmind, is a long time ai researcher pursuing agi.  Also other ai news are provided.

New updates to mcp make it more useful.

Big improvements including making it stateless and added authentication hardening.  Good commentary and explanation from this youtuber.
 

Video on AI benchmark testing maintenability

 

New benchmark that is far from being saturated.  Called slop code bench.  It tests error accumulation and maintainability as agents continue working on same code base.

GPT-6 Astra progress video

 

A video talking about open ai's recent ai's ability to prove 10 unsolved problems in mathematics.   It elaborates on the way the proof was verified, how mathematicians have commented on its proofs and tested it, and how this amazing feat takes us closer to agi.

There is some controversy given earlier this year models failed at similar tasks, no errors have yet been found on the latest proofs from more recent models, but they're still being reviewed.

"Intelligence and understanding started as a memory system that fed predictions into the sensory system. These predictions are the essence of understanding. To know something means that you can make predictions about it."- Jeff Hawkins

"[We need to see the brain] not as a fast processor, but as a memory system that stores and plays back experiences to help us predict, intelligently, what will happen next."- Jeff Hawkins

As famous entrepreneur and researcher Jeff Hawkins once commented, it is likely general intelligence itself is an advanced memory system.  As I've commented previously, the ability to handle incomplete data, or patterns, and complete them appears essential. Sequence or token prediction is a form of pattern completion, so there is high promise even to LLMs if they continue to be augmented and improved to more effectively manage memory.

cool workout

 

The youtuber Jaxblade comments and gives tips on the workout used by Tom Holland for spiderman.  Also mentions potential upgrades and issues that may emerge while doing it, and how to keep it engaging.