I've listened to a few summaries of AI in 2024, and predictions for 2025. This is the best one (so far). Thanks @latent.space, and extra thanks for making me add a new podcast to my list.
pca.st/u3pzk7z3
Good collection of #ArtificialIntelligence papers at @latent.space!
Sounds awesome! If I wasn't already in NYC for the @latent.space AI Eng Summit, I would try to be in SF for this.
This interesting chart by @latent.space says that AI performance is proportional to log(money) -- which means that investing more money in compute is a lot less efficient than investing in making a better algorithm, which is what DeepSeek did (full post: www.latent.space/p/reasoning-... )
This video is chock full of insights about the 2024 SOTA in AI from vision to LLMs. From @latent.space www.youtube.com/watch?v=wT63...
Our picks of the top ~50 papers for AI Engineers to read from scratch to competent in 2025:
latent.space/p/2025-papers
Feedback welcome/enjoy!
Crazy stat in the latest @latent.space newletter:
Llama 3.2 1B (Sep'24) matches Llama 2 13B (July'23) score on the LMSYS chatbot arena rankings.
That's a 1 billion parameter Llama model going head-to-head with roughly 1 year older model that's 13 times larger.
hi friends, our handle is now @latent.space! so nice that @substack supports bluesky!
we'll be looking to publish more here going forward. automation tools and ideas for content u like to see welcome
Did you listen to the @latentspacepod.bsky.social podcast with lindy.ai creator ? He talks about this and how having the control flow not be an llm improves accuracy and makes them usable for a lot of tasks otherwise very complicated to describe solely with prompts.
Over the past 18 month, the @latentspacepod.bsky.social paper club has had an unbroken streak of hosting EVERY SINGLE WEEK. We gained technical knowledge + insider know-how, built friendships, and grown a community of learners.
Here's how to start your own paper club
eugeneyan.com/writing/pape...
@latentspacepod.bsky.social highest signal by far
If interested in the topic, I recommend listening to the
@latentspacepod.bsky.social podcast with Erik Shultz from Anthropic as the guest. Erik was heavily involved (led?) in achieving the leap in the SWE-bench score.
www.latent.space/p/claude-son...
I'm heading to #NeurIPS next week, I'll be in town Wednesday-Friday!
I'll be at a couple things:
- Wed 1-2pm: talking Transformer killers with
@picocreator.bsky.social at @swyx.io @latentspacepod.bsky.social live!
- Wed 11am: RedPajama poster (spotlight) with
Maurice Weber
1/2
@latentspacepod.bsky.social live at #neurips2024
www.youtube.com/watch?v=wT63...
Great talk on post transformer architectures by @realdanfu.bsky.social and Eugene Cheah at @latentspacepod.bsky.social NeurIPS
Another great talk at @latentspacepod.bsky.social NeurIPS: @loubnabnl.hf.co on Synthetic Data & Smol Models
