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
Planning with Reasoning using Vision Language World Model
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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
Dr. Carlos Toxtli retweeted
Efficient Agents This is a great study full of insights on how to build efficient agents. If you are looking to reduce costs with AI agents, don't miss it. Pay attention to this one, devs! Here are my notes:
Dr. Carlos Toxtli retweeted
Our open models are here. Both of them. openai.com/open-models
Dr. Carlos Toxtli retweeted
Comprehensive Taxonomy of LLM Hallucinations Nice report covering common hallucinations, root causes, and mitigation strategies.
Dr. Carlos Toxtli retweeted
🚀 Introducing Qwen3-4B-Instruct-2507 & Qwen3-4B-Thinking-2507 — smarter, sharper, and 256K-ready! 🔹 Instruct: Boosted general skills, multilingual coverage, and long-context instruction following. 🔹 Thinking: Advanced reasoning in logic, math, science & code — built for…
Dr. Carlos Toxtli retweeted
What if you could not only watch a generated video, but explore it too? 🌐 Genie 3 is our groundbreaking world model that creates interactive, playable environments from a single text prompt. From photorealistic landscapes to fantasy realms, the possibilities are endless. 🧵
Dr. Carlos Toxtli retweeted
ByteDance presents Seed Diffusion A Large-Scale Diffusion Language Model with High-Speed Inference
Dr. Carlos Toxtli retweeted
The Agentic Web is upon us! If you want to learn about the Agentic Web, look no further. This new report is a banger! It presents a detailed framework to understand and build the agentic web. Here is everything you need to know:
Dr. Carlos Toxtli retweeted
Absolutely fantastic resource by @rasbt Qwen3 From Scratch. contains a from-scratch implementation of Qwen3 0.6B, 1.7B, 4B, 8B, and 32B. This walkthrough shows how to get started with the Qwen3 language models in PyTorch. It walks through setting up the 0.6B model, grabbing…
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