Andrew Ng:
"100% of my tasks now run through AI agents, the hype actually passed my expectations, graphs are the next step"
"In 3-6 months, everyone will be using self-improving graphs, prompting alone is over"
In a 30-minute talk, Andrew Ng breaks down how to build self-improving agentic systems with graphs
Agents → Feedback → Memory → Graphs → Self-Improving Systems
Worth more than most $500 graph engineering courses
Bookmark and watch the talk today
Then read the full article on graph engineering below ↓
🚨 BREAKING: Claude can now run Stock Market research like a top consulting firm (for free).
Here are 10 Claude prompts that replace $100K/year stock analysts.
(Save this 🔖 for future reference.)
Peter Lammer, a chef in Germany, was involved in a motorcycle accident.
After his rehabilitation, doctors recommended he retire. Instead, with the help of friends, he developed a practical mobile seat to keep working.
Released just five days ago, DeepTutor has already surged past 1.4K stars on Github! It seems people are hungry for a smart learning assistant that truly understands them.
🔗 Fully Open-Source: https://t.co/Wd8odKIRSn
We talked to countless students and kept hearing the same pain points: existing AI tools are either too fragmented or fail to capture personal learning context effectively. That's exactly why we built DeepTutor—to create an AI learning companion that actually remembers your progress and adapts to your unique learning style.
DeepTutor's Core Architecture
- 💬 User Interface Layer
Intuitive bidirectional interaction with structured, actionable outputs that organize complex context seamlessly.
- 🤖 Intelligent Agent Modules
Specialized multi-agent collaboration: problem solving, deep research, guided learning, and idea generation.
- 🔧 Tool Integration Layer
Unified access to RAG retrieval, real-time web search, academic databases, and code execution capabilities.
- 🧠 Personalized Knowledge & Memory Foundation
Persistent memory system built on knowledge graphs with contextual session tracking. Creates truly personalized learning experiences tailored to your individual progress and preferences.
I devoured 50 years of Warren Buffett shareholder letters.
The result?
12 timeless principles from the greatest investor in the world.
Here are the golden nuggets🧵
Steve Jobs once said:
"The most powerful person is the storyteller."
And luckily, storytelling is a skill.
But most people have never tried to learn – because no one showed them where to start.
So here are 6 of the best storytelling threads (so you can start learning today):
Have you ever wanted to search through videos of FOSDEM talks? For more than a year?
I made a page which shows all 2015-2022 talks:
https://t.co/KhsVOffOno
Idea came from @balister@fosdem#FOSDEM#FOSDEM2022
I booked domestic from SAN to SFO as a separate ticket in @AlaskaAir to take an international flight from SFO. They allowed me to take 2 baggage 50lbs each free of cost. Always Going above and beyond
#iFlyAlaska
Join us on an @esa webinar 6-8 Sept, on the results of @SDRmaker_space check out our open-source contributions to
#SDR technologies for space applications.
https://t.co/4ZdhRwQtt0