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Model: "grok-2"
The DSPy Roadmap
dspy litel-lm gemini chatgpt-4o grok-2 hermes-3 databricks mit google openai x-ai nous-research astribot apple sakana-ai model-optimization fine-tuning optimizers interactive-optimization robotics autonomous-systems voice image-generation open-source-models scientific-research streaming caching omar-khattab giffmana
Omar Khattab announced joining Databricks before his MIT professorship and outlined the roadmap for DSPy 2.5 and 3.0+, focusing on improving core components like LMs, signatures, optimizers, and assertions with features such as adopting LiteLLM to reduce code and enhance caching and streaming. The roadmap also includes developing more accurate, cost-effective optimizers, building tutorials, and enabling interactive optimization tracking. On AI Twitter, Google launched Gemini Live, a mobile conversational AI with voice and 10 voices, alongside Pixel Buds Pro 2 with a custom Tensor A1 chip. OpenAI updated ChatGPT-4o, reclaiming the top spot on LMSYS Arena. xAI released Grok-2 in beta, achieving SOTA in image generation with FLUX 1. Nous Research released open-source Hermes 3 models in 8B, 70B, and 405B sizes, with the 405B model achieving SOTA. Robotics updates include Astribot's humanoid robot and Apple's tabletop robot with Siri voice commands. Sakana AI introduced "The AI Scientist," an autonomous AI research system.
not much happened today
grok-2 claude-3.5-sonnet claude-3.5 gpt-4 chatgpt-4o-latest anthropic x-ai google-deepmind openai mistral-ai meta-ai-fair salesforce box prompt-caching model-performance vision fine-tuning multilinguality ai-safety design-automation document-processing ai-agents ai-integration ai-job-market ai-acceleration humor demis-hassabis francois-chollet
Anthropic rolled out prompt caching in its API, reducing input costs by up to 90% and latency by 80%, enabling instant fine-tuning with longer prompts. xAI released Grok-2, a new model competing with frontier models from Google DeepMind, OpenAI, Anthropic, Mistral AI, and Meta AI Fair, supporting vision and text inputs and integrating external image generation models. Claude 3.5 Sonnet is reported to outperform GPT-4 in coding and reasoning, while ChatGPT-4o-latest shows reasoning improvements. François Chollet proposed a theory defining intelligence as the efficiency of operationalizing past information for future tasks. The Aya project involves 3000 collaborators building multilingual AI datasets. Demis Hassabis discussed AI hype and safe AI development in a podcast. Tools like Dora AI for Figma and Box's AI API enhance design automation and document processing. Salesforce released DEI, an open AI software engineering agents framework with a 55% resolve rate on SWE-Bench Lite. Industry trends highlight rapid AI integration, networking importance in the AI job market, and potential OpenAI GPT-4 expansion in response to competitors. Memes include humor about Apple Vision Pro.
not much happened today
llama-3 llama-3-1 grok-2 claude-3.5-sonnet gpt-4-turbo nous-research nvidia salesforce goodfire-ai anthropic x-ai google-deepmind box langchain fine-tuning prompt-caching mechanistic-interpretability model-performance multimodality agent-frameworks software-engineering-agents api document-processing text-generation model-releases vision image-generation efficiency scientific-discovery fchollet demis-hassabis
GPT-5 delayed again amid a quiet news day. Nous Research released Hermes 3 finetune of Llama 3 base models, rivaling FAIR's instruct tunes but sparking debate over emergent existential crisis behavior with 6% roleplay data. Nvidia introduced Minitron finetune of Llama 3.1. Salesforce launched a DEI agent scoring 55% on SWE-Bench Lite. Goodfire AI secured $7M seed funding for mechanistic interpretability work. Anthropic rolled out prompt caching in their API, cutting input costs by up to 90% and latency by 80%, aiding coding assistants and large document processing. xAI released Grok-2, matching Claude 3.5 Sonnet and GPT-4 Turbo on LMSYS leaderboard with vision+text inputs and image generation integration. Claude 3.5 Sonnet reportedly outperforms GPT-4 in coding and reasoning. François Chollet defined intelligence as efficient operationalization of past info for future tasks. Salesforce's DEI framework surpasses individual agent performance. Google DeepMind's Demis Hassabis discussed AGI's role in scientific discovery and safe AI development. Dora AI plugin generates landing pages in under 60 seconds, boosting web team efficiency. Box AI API beta enables document chat, data extraction, and content summarization. LangChain updated Python & JavaScript integration docs.
Grok 2! and ChatGPT-4o-latest confuses everybody
gpt-4o grok-2 claude-3.5-sonnet flux-1 stable-diffusion-3 gemini-advanced openai x-ai black-forest-labs google-deepmind benchmarking model-performance tokenization security-vulnerabilities multi-agent-systems research-automation text-to-image conversational-ai model-integration ylecun rohanpaul_ai karpathy
OpenAI quietly released a new GPT-4o model in ChatGPT, distinct from the API version, reclaiming the #1 spot on Lmsys arena benchmarks across multiple categories including math, coding, and instruction-following. Meanwhile, X.ai launched Grok 2, outperforming Claude 3.5 Sonnet and previous GPT-4o versions, with plans for enterprise API release. Grok 2 integrates Black Forest Labs' Flux.1, an open-source text-to-image model surpassing Stable Diffusion 3. Google DeepMind announced Gemini Advanced with enhanced conversational features and Pixel device integration. AI researcher ylecun highlighted LLM limitations in learning and creativity, while rohanpaul_ai discussed an AI Scientist system generating publishable ML research at low cost. karpathy warned of security risks in LLM tokenizers akin to SQL injection.