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SRL: NEW AI Training (by Google)

SRL: NEW AI Training (by Google)

Discover AI November 3, 2025
All rights w/ authors: "Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning" Yihe Deng2*† , I-Hung Hsu1*, Jun Yan1, …
 
Geometric GROKKING Unlocked & Explained

Geometric GROKKING Unlocked & Explained

Discover AI November 2, 2025
Given the latest insights on new geometric representations of knowledge patterns in the memory of Mamba or Transformer architecture, I …
 
AI's Secret Memory Discovered

AI's Secret Memory Discovered

Discover AI November 1, 2025
We Were Wrong About How AI Thinks. Newly published ArXiv pre-print raises the foundational question of when and how associative …
 
AI: New Graph-based Agent Planning (Tsinghua, CMU)

AI: New Graph-based Agent Planning (Tsinghua, CMU)

Discover AI October 31, 2025
Empower AI w/ Parallel Thoughts: NEW GAP Framework. All rights w/ authors: GAP: Graph-based Agent Planning with Parallel Tool Use …
 
The END of AI: Some Personal Reflections

The END of AI: Some Personal Reflections

Discover AI October 30, 2025
Just some personal reflections on the end of AI. Seen as a probability distribution. #artificialintelligence #scienceexplained #aireasoning
 
AI Is 96% Cheaper. You Can't Compete.

AI Is 96% Cheaper. You Can't Compete.

Discover AI October 28, 2025
We've all heard the promise: AI agents are now capable of performing complex human jobs, and the numbers are mind-boggling. …
 
Self-Learning AI: Prompts w/ Knowledge Graphs in ICL

Self-Learning AI: Prompts w/ Knowledge Graphs in ICL

Discover AI October 28, 2025
In the rapidly evolving world of AI, Large Language Models often require specialized domain knowledge to tackle real-world problems. But …
 
DAG-Math: The AI Reasoning Revolution?

DAG-Math: The AI Reasoning Revolution?

Discover AI October 27, 2025
Direct Acyclic Graph (DAG) Chain-of-Thoughts mathematics for improved LLM reasoning traces tackling more complex problems. New insights to improve LLM …
 
Code Optimized Reasoning Traning w/ CI

Code Optimized Reasoning Traning w/ CI

Discover AI October 26, 2025
NEW Solution for failing Chain-of-Thoughts (CoT): Hint Engineering for Code Interpreters. CoRT = Code-Optimized Reasoning Training. All rights w/ authors: …
 
The Lie We Built: Chain-of-Thoughts

The Lie We Built: Chain-of-Thoughts

Discover AI October 25, 2025
Emergent Deception: The Inner Worlds of AI Are Not For Us. Emergent Layers of Cognition in AI. All rights w/ …
 
NEW Multi-Agent Protocol (REP by MIT): 100+ Agents

NEW Multi-Agent Protocol (REP by MIT): 100+ Agents

Discover AI October 24, 2025
Caught a cold. Sorry for my wet pronunciation .... All rights W/ authors: Which LLM MultiAgent Protocol to Choose? Hongyi …
 
AI Agents Reasoning Collapse Imminent (CMU, Berkeley)

AI Agents Reasoning Collapse Imminent (CMU, Berkeley)

Discover AI October 23, 2025
Should I buy an NVIDIA DGX Spark for $4000 for AI reasoning? With the NVIDIA GB10 Grace Blackwell Superchip?! Here …
 
Deep Research Agents: 20% Success w/ FinanceAI

Deep Research Agents: 20% Success w/ FinanceAI

Discover AI October 22, 2025
All rights w/ authors: FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis FENGBIN ZHU♣, XIANG YAO NG♠, ZIYANG LIU♠, …
 
COMPASS: The Cognitive Upgrade for Multi-Agent AI

COMPASS: The Cognitive Upgrade for Multi-Agent AI

Discover AI October 21, 2025
We've all seen it happen: you give an AI agent a complex, long-horizon task, and after a few steps, it …
 
The Dark Shadow of AI

The Dark Shadow of AI

Discover AI October 20, 2025
AI Teaser: What if our primary method for making AI safe, Reinforcement Learning from Human Feedback (RLHF), is inadvertently creating …
 
GPT is Evolving Beyond Raw Intelligence

GPT is Evolving Beyond Raw Intelligence

Discover AI October 18, 2025
Given the limitations of current GPT systems, even in combination with knowledge graphs, to perform acceptable logical reasoning in domains …
 
Neurosymbolic 80M AI from Princeton beats GPT

Neurosymbolic 80M AI from Princeton beats GPT

Discover AI October 16, 2025
Curious about the future of neurosymbolic AI regarding verifiable reasoning? Dive into the groundbreaking GraphMERT framework, a game-changer from Princeton …
 
Neurosymbolic AI: the Path to Superintelligence?

Neurosymbolic AI: the Path to Superintelligence?

Discover AI October 15, 2025
Just some personal ideas about the next generation of AI systems that are hyped to achieve superintelligence, although we face …
 
STOP Agent: STOP! CaRT = Perfect Knowledge?

STOP Agent: STOP! CaRT = Perfect Knowledge?

Discover AI October 13, 2025
In the quest to build autonomous agents, we've focused intensely on teaching them how to think, how to plan, and …
 
Base LLM can Reason: Activation Switch found

Base LLM can Reason: Activation Switch found

Discover AI October 12, 2025
This video presents compelling causal evidence that the core machinery of advanced reasoning - the ability to backtrack, verify, and …
 
Stanford's AI is Self-Learning w/ Context Engineering: ACE

Stanford's AI is Self-Learning w/ Context Engineering: ACE

Discover AI October 11, 2025
The synergy between Early Experience and Agentic Context Engineering (ACE) creates a powerful, two-loop architecture for autonomous AI self-improvement. The …
 
7B Agent Outsmarts a 200B LLM: AgentFlow by Stanford

7B Agent Outsmarts a 200B LLM: AgentFlow by Stanford

Discover AI October 10, 2025
All rights w/ authors: IN-THE-FLOW AGENTIC SYSTEM OPTIMIZATION FOR EFFECTIVE PLANNING AND TOOL USE Zhuofeng Li ∗1,2, Haoxiang Zhang ∗1,3, …
 
First Level Complexity of an AI AGENT Explained

First Level Complexity of an AI AGENT Explained

Discover AI October 8, 2025
I explain the first level complexity of current AI systems in a configuration to explain the most fascinating 9 new …
 
Agent Builder w/ ChatKit: West Coast Disaster

Agent Builder w/ ChatKit: West Coast Disaster

Discover AI October 7, 2025
First day of the new OPENAI Agent Builder and ChatKIT for multi-agent system design. First exploration only (no profound recommendation, …