Dr. Carlos Toxtli @ctoxtli
📜 Assistant Professor @ClemsonUniv 🥼 Director Human-AI Empowerment Lab @ClemsonAI 🤖 Past: Google, United Nations, Snap, Microsoft Research carlostoxtli.com/#bio Clemson Joined June 2009-
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Dr. Carlos Toxtli retweeted
Wan2.2 - Animate is out 🔥 huggingface.co/Wan-AI/Wan2.2-… ✨14B MoE - Apache 2.0 ✨ Cinematic level aesthetics, controllable styles ✨ Trained with +65% images / +83% videos ✨ 720P@24fps on consumer GPUs
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Dr. Carlos Toxtli retweeted
FlowRL Matching Reward Distributions for LLM Reasoning
Dr. Carlos Toxtli retweeted
Cool paper from Microsoft. And it's on the very important topic of in-context learning. So what's new? Let's find out:
Dr. Carlos Toxtli retweeted
OpenAI literally just leaked what people use ChatGPT for
Dr. Carlos Toxtli retweeted
China's Alibaba just dropped a Python framework for building multi-agent apps. AgentScope lets you build AI agents visually with MCP tools, memory, rag, and reasoning capabilities. Works with any LLM and supports real-time steering. 100% Opensource.
Dr. Carlos Toxtli retweeted
One of the best paper of the recent week. The big takeaway: scaling up model size doesn’t just make models smarter in terms of knowledge, it makes them last longer on multi-step tasks, which is what really matters for agents. Shows that small models can usually do one step…
Dr. Carlos Toxtli retweeted
LLMs just learned how to explain their own thoughts. Not only do they generate answers, they can now describe the internal processes that led to those answers… and get better at it with training. We’re officially entering the era of self-interpretable AI. Models aren’t just…
Dr. Carlos Toxtli retweeted
While learning various algorithms, the visualization plays a significant role in grasping the concepts easily. The algorithm-visualizer.org is an excellent resource with amazing collections of algorithms.
Dr. Carlos Toxtli retweeted
Planning with Reasoning using Vision Language World Model
Dr. Carlos Toxtli retweeted
🚀Introducing Wan2.2-S2V — a 14B parameter model designed for film-grade, audio-driven human animation. 🎬Going beyond basic talking heads to deliver professional-level quality for film, TV, and digital content. And it’s open-source! ✨ Key features: 🔹 Long-video dynamic…
Dr. Carlos Toxtli retweeted
It’s been a few weeks since we brought GPT-5 to Microsoft 365 Copilot, and it’s quickly become part of my everyday workflow, adding a new layer of intelligence spanning all my apps. Here are 5 prompts that show what’s now possible:
Dr. Carlos Toxtli retweeted
Beyond GPT-5 Avengers‑Pro outperforms GPT‑5‑medium by about 7% average accuracy; with comparable accuracy, it reduces cost by about 27%. Proper routing frameworks make a difference. Here are my notes:
Dr. Carlos Toxtli retweeted
Our paper on autonomous scientific research is accepted to Findings of #EMNLP2025! 🎉 We introduce Agent Laboratory, a framework that accelerates scientific discovery by teaming human researchers with LLM agents.
Dr. Carlos Toxtli retweeted
Chain-of-Agents Interesting idea to train a single model with the capabilities of a multi-agent system. 84.6% reduction in inference cost! Distillation and Agentic RL are no joke! Here are my notes:
Dr. Carlos Toxtli retweeted
Tencent just dropped China's version of Google Genie 3! Yan is an incredible world model that generates 1080p worlds at 60fps (!) with no game engine, pure AI inference, at 0.11s latency and infinite video length. It's trained on ~150 days of video gameplay. The specs are…
Dr. Carlos Toxtli retweeted
Unitree wins the gold medal for the 1500m run at the World Humanoid Robot Games, setting a world record time of 6 minutes and 34 seconds. The current men's world record is 3:26.
Dr. Carlos Toxtli retweeted
🚀We are thrilled to open-source Hunyuan-GameCraft, a high-dynamic interactive game video generation framework built on HunyuanVideo. It generates playable and physically realistic videos from a single scene image and user action signals, empowering creators and developers to…
Dr. Carlos Toxtli retweeted
Absolutely Golden resource: A Comprehensive Survey of Self-Evolving AI Agents Self‑evolving agents are built to adapt themselves safely, not just run fixed scripts, guided by 3 laws, endure, excel, evolve. The survey maps a 4‑stage shift, MOP (Model Offline Pretraining) to…
Dr. Carlos Toxtli retweeted
AI Agents are terrible at long-horizon tasks. Even the new GPT-5 model struggles with long-horizon tasks. This is one of the most pressing challenges when building AI agents. Pay attention, AI devs! This is a neat paper that went largely unnoticed. Here are my notes:
Dr. Carlos Toxtli retweeted
Turn PDF files into clean, LLM-ready data! Dolphin is an open source document parsing framework that converts PDFs into structured formats like Markdown, HTML, LaTeX, and JSON. 100% Open Source
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