Abstract: Information technology is in the midst of a revolution in which omnipresent data collection and machine learning are impacting the human world as never before. The word "intelligence" is being used as a North Star for the development of this technology, with human
MACHINE LEARNING
-
Scaling Laws and Tool Use Driving AI Progress Forward
By
–
Grok 4 suggests that scaling still works (with the diminishing returns predicted by the scaling law), and that tool use can unlock performance gains. Kimi suggests there continues to be big opportunities from improvements in methods (Muon, etc.). Lots of paths for AI right now.
-
Transformers Limited: AI Solved Problems Decades Ago
By
–
Yet another problem AI solved 50 years ago and transformers can't, and yet another onlooker thinking AI is just transformers. https://t.co/BVD4tJICPL
— Pedro Domingos (@pmddomingos) 13 juillet 2025Yet another problem AI solved 50 years ago and transformers can't, and yet another onlooker thinking AI is just transformers.
-
Hyperstition via search complicates LLM pre-release testing
By
–
If true, such “hyperstition via search” poses a significant complication to pre-release testing of modern LLMs: xAI could not have plausibly noticed this specific “Hitler” response before Grok’s release, as the Grok 3 “MechaHitler” incident causing it had not yet occurred.
-
Search-enabled LLMs showing hyperstition feedback loops
By
–
Speculatively, this behavior seems to demonstrate accelerated “hyperstition” feedback loops in search-enabled LLMs. That is, Grok appears to be influenced by its own past mistakes, via media reporting, without ever being literally trained on them (via model-weight updates).
-
Women in AI Communities and Leading Tech Organizations
By
–
Women in AI Communities: @Women_In_AI @WLinAI @womenwhoai @WiMLworkshop @WomenWhoCode @AI4Allorg AI & Emerging Tech Powerhouses: @OpenAI @DeepMind @GoogleAI @AnthropicAI @InflectionAI @AI_Alignment @Xprize @IEEEorg @MIT_CSAIL Futurists & Tech Visionaries shaping tomorrow:
-
Grok 4 builds full-stack apps from a single sentence
By
–
Just used https://t.co/OUicxARkXK to build a real full-stack app from a single sentence – with Grok 4
— AI Breakfast (@AiBreakfast) 12 juillet 2025
No devs. No code. No BS.
Type what you want → It builds it.
Frontend + backend.
Now with:
✅ Google Auth
✅ Built-in LLMs (no API keys!)
✅ Security + scale agents
✅ Mobile… pic.twitter.com/bY8ptJUgF8Just used https://
emergent.sh to build a real full-stack app from a single sentence – with Grok 4 No devs. No code. No BS. Type what you want → It builds it.
Frontend + backend.
Now with: Google Auth Built-in LLMs (no API keys!) Security + scale agents Mobile -
Développer des tableaux de bord modernes avec Python
By
–
Learn to develop data dashboards using the latest #Python-based development tools – Streamlit, Gradio and Taipy: https://
towardsdatascience.com/building-a-mod
ern-dashboard-with-python-and-taipy/
… #DataScience #BI #DataScientist #DataAnalyst -
Search-Based Reasoning: The Overlooked Path to AI Scaling
By
–
the success of: – o3 pro
– Grok 4 Heavy
– Gemini Deep Think is the single biggest sign to me that search is not dead as a path to scaling intelligence; we were just looking in the wrong place. -
Muon Algorithm Enables Scalable LLM Training Optimization
By
–
Muon is Scalable for LLM Training Liu et al.: https://
arxiv.org/abs/2502.16982 #ArtificialIntelligence #DeepLearning #MachineLearning