All tags
Topic: "neural-architecture-search"
not much happened today
o1-full sora gpt-4.5 gpt-4 claude-3.5-sonnet llama-3-1-nemotron-51b llama-3-1 llama-3 nemotron-51b openai google-deepmind anthropic nvidia huggingface vision model-performance neural-architecture-search model-optimization multimodality model-release model-training reinforcement-learning image-generation lucas-beyer alexander-kolesnikov xiaohua-zhai aidan_mclau giffmana joannejang sama
OpenAI announced their "12 Days of OpenAI" event with daily livestreams and potential releases including the O1 full model, Sora video model, and GPT-4.5. Google DeepMind released the GenCast weather model capable of 15-day forecasts in 8 minutes using TPU chips, and launched Genie 2, a model generating playable 3D worlds from single images. Leading vision researchers Lucas Beyer, Alexander Kolesnikov, and Xiaohua Zhai moved from DeepMind to OpenAI, which is opening a Zürich office. Criticism arose over OpenAI's strategy and model quality compared to Anthropic and Claude 3.5 Sonnet. On Reddit, a modified llama.cpp supports Nvidia's Llama-3_1-Nemotron-51B, matching performance of larger 70B models via NAS optimization.
not much happened today
ic-light-v2 claude-3-5-sonnet puzzle nvidia amazon anthropic google pydantic supabase browser-company world-labs cognition distillation neural-architecture-search inference-optimization video trajectory-attention timestep-embedding ai-safety-research fellowship-programs api domain-names reverse-thinking reasoning agent-frameworks image-to-3d ai-integration akhaliq adcock_brett omarsar0 iscienceluvr
AI News for 11/29/2024-12/2/2024 highlights several developments: Nvidia introduced Puzzle, a distillation-based neural architecture search for inference-optimized large language models, enhancing efficiency. The IC-Light V2 model was released for varied illumination scenarios, and new video model techniques like Trajectory Attention and Timestep Embedding were presented. Amazon increased its investment in Anthropic to $8 billion, supporting AI safety research through a new fellowship program. Google is expanding AI integration with the Gemini API and open collaboration tools. Discussions on domain name relevance emphasize alternatives to .com domains like .io, .ai, and .co. Advances in reasoning include a 13.53% improvement in LLM performance using "Reverse Thinking". Pydantic launched a new agent framework, and Supabase released version 2 of their assistant. Other notable mentions include Browser Company teasing a second browser and World Labs launching image-to-3D-world technology. The NotebookLM team departed from Google, and Cognition was featured on the cover of Forbes. The news was summarized by Claude 3.5 Sonnet.
not much happened today
llama mistral openai decagon sierra togethercompute vertical-saas funding protein-structure-prediction lora self-supervised-learning model-optimization neural-architecture-search model-evaluation ethics transformers multi-agent-systems long-context mira-murati demis-hassabis clement-delangue john-o-whitaker yann-lecun francois-chollet ajeya-cotra rohan-paul adcock-brett
Vertical SaaS agents are gaining rapid consensus as the future of AI applications, highlighted by Decagon's $100m funding and Sierra's $4b round. OpenAI alumni are actively raising venture capital and forming new startups, intensifying competition in the AI market. Demis Hassabis celebrated the Nobel Prize recognition for AlphaFold2, a breakthrough in protein structure prediction. Advances in AI models include techniques like LoRA projectors and annealing on high-quality data, while discussions emphasize the need for high-bandwidth sensory inputs beyond language for common sense learning. New methods like LoLCATs aim to optimize transformer models such as Llama and Mistral for efficiency. Ethical concerns about AI agents performing harmful tasks remain under investigation. The AI community continues to explore model evaluation challenges and optimization frameworks like LPZero for neural architecture search.