10. ProAgent ProAgent is the first end-to-end proactive LLM agent system that harnesses sensory contexts from AR glasses, smartphones, and edge servers to deliver assistance without explicit user instructions.
LLMS
-
Verbalized Sampling: Mitigating Mode Collapse in LLMs
By
–
Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity Zhang et al.: https://
arxiv.org/abs/2510.01171 #ArtificialIntelligence #DeepLearning #MachineLearning -
Comet Assistant shifts compute to lightweight local models
By
–
A lot of the compute on Comet Assistant will slowly but surely move to fast lite-weight models. Potentially something that can run locally. https://t.co/pQxe7WjBJh
— Aravind Srinivas (@AravSrinivas) 13 décembre 2025A lot of the compute on Comet Assistant will slowly but surely move to fast lite-weight models. Potentially something that can run locally.
-
Engineering challenges with LLM integration in enterprise organizations
By
–
"I think if you're an engineer, it's even harder now than it used to be. The reason for that is this technology is so new for organizations that they both have to figure out how do I use LLMs and AI within my own org and how do I use your product within that ecosystem.
— Latent.Space (@latentspacepod) 13 décembre 2025
That's a… https://t.co/0x32mnHzMW pic.twitter.com/6emqVhO22a"I think if you're an engineer, it's even harder now than it used to be. The reason for that is this technology is so new for organizations that they both have to figure out how do I use LLMs and AI within my own org and how do I use your product within that ecosystem. That's a
-
AI Tools Guide: Choosing the Right LLM for Every Task
By
–
Cheat sheet: ChatGPT = create/build (writing, coding, workflows)
Grok = live trends + punchy takes
Gemini = Google Workspace-native collaboration
Claude = deep reading + long-doc reasoning
Perplexity = research w/ citations Right tool for the right job.
#AI #LLM #Productivity -
OpenAI Releases GPT-5.2 Pro with Extended Thinking Capabilities
By
–
Looks like @OpenAI has added an even MORE powerful version of Pro mode… you can now ask GPT-5.2 Pro to think even longer than before. Starting to test this… I have high expectations here.
-
Encoder vs Decoder: Google and OpenAI’s Architectural Rivalry
By
–
I am not sure "OpenAI ran with it" is entirely correct. I remember there was quite some rivalry between Google's encoder approach and OpenAI's push for decoder-style models.
Google tried to make encoder-style models work for many years, since the original architecture. -
DeepSeek V3.2 sparse attention mod overshadows throughput focus announcement
By
–
Based on the announcement post it seems the focus is token/sec throughput, cost, and latency. Not sure if that’s because the modeling performance wasn’t exceeding other models or if it was the original plan.
But even then there is now DeepSeek V3.2 with the sparse attention mod. -
Sebastian Raschka Updates Comprehensive LLM Architecture Comparison Article
By
–
Just updated the Big LLM Architecture Comparison article…
…it grew quite a bit since the initial version in July 2025, more than doubled! https://
magazine.sebastianraschka.com/p/the-big-llm-
architecture-comparison
… -
Google Adds NotebookLM to Gemini
By
–
BREAKING : Google is rolling out a NotebookLM integration for Gemini, where users will be able to attach notebooks as a context to their conversations. Grendizer, combine!