2. Budget Aware Test-time Scaling Researchers discover that simply expanding tool-call budgets without proper awareness fails to improve agent performance.
AGENTS
-
Top AI Papers Week: Agents, LLMs and Vision-Language Models
By
–
Top AI Papers of the Week (Dec 15 – 21): – DeepCode
– FrontierScience
– FACTS Leaderboard
– Detailed Balance in LLM Agents
– Budget Aware Test-time Scaling
– Vision-Language Synergy Reasoning
– Stronger Normalization-Free Transformers Read on for more: -
Physical Laws in LLM Agent Generation Dynamics Discovered
By
–
1. Detailed Balance in LLM Agents Researchers establish the first macroscopic physical law in LLM generation dynamics by applying the least action principle to analyze LLM-agent behavior.
-
Google Developing New Issues Tab for Jules AI Coding Agent
By
–
Google is working on a new “Issues” tab for Jules SWE agent. Seems like Gemini is about to take over more bug fixing from you soon.
-
Google Open-Sources Context Engineering Playbook for Autonomous Agents
By
–
Google just open-sourced their context engineering playbook. And it's not just theory. They show exactly how to implement everything using their Agent Development Kit. Here's why this matters: We've moved past single-turn chatbots. Organizations are deploying autonomous agents
-
LLM Prompt Demo and AI Agents Insights
By
–
Prompt and demo by @EHuanglu.
— Charly Wargnier (@DataChaz) 21 décembre 2025
If you found this useful, a like or RT goes a long way.
Follow me → @datachaz for insights on LLMs and AI agents 🦾 https://t.co/bfmWTo4gbfPrompt and demo by @EHuanglu
. If you found this useful, a like or RT goes a long way. Follow me → @datachaz for insights on LLMs and AI agents -
Google releases MCP repository for AI agent integration
By
–
Link to the repo:
→ http://
github.com/google/mcp -
Best Browser Agent: User Control for Faster Productivity
By
–
The best agentic browser is the one where I am the agent and get shit done faster lol
-
Share Insights on LLMs, AI Agents, and Machine Learning Tutorials
By
–
If you found it insightful, reshare with your network. Find me → @akshay_pachaar For more insights and tutorials on LLMs, AI Agents, and Machine Learning!