All tags
Topic: "scientific-research"
Anthropic Claude Fable 5
claude-fable-5 claude-mythos-5 claude-opus-4.8 gpt-5.5 anthropic cursor_ai cognition benchmarking software-engineering knowledge-work scientific-research vision context-windows model-pricing sdk rate-limiting mikeyk scaling01
Anthropic released two major models: Claude Fable 5 for general availability and Claude Mythos 5 for restricted access, with fallback to Claude Opus 4.8 for sensitive queries. Fable 5 features a 1M-token context window and pricing at $10/million input tokens and $50/million output tokens. It leads benchmarks in software engineering, knowledge work, scientific research, and vision, outperforming GPT-5.5 and setting new state-of-the-art scores on CursorBench, FrontierCode, Terminal-Bench 2.1, and Artificial Analysis Intelligence Index. The rollout includes Pro, Max, Team, and Enterprise plans with temporary usage credits due to capacity constraints. Middleware SDK support is available in Python, TypeScript, Go, Java, and C#.
Nano Banana Pro (Gemini Image Pro) solves text-in-images, infographic generation, 2-4k resolution, and Google Search grounding
gemini-3-pro gpt-5 google openai hugging-face togethercompute lmsys image-generation text-rendering model-provenance scientific-research proof-assistance multimodal-integration api-access fine-tuning jeffdean kevinweil demishassabis
Google launched Gemini 3 Pro Image (Nano Banana Pro), a next-generation AI image generation and editing model with integrated Google Search grounding, multi-image composition, and fine-grained visual controls, offering pricing at $0.134 per 2K image and $0.24 per 4K image. It features improved text rendering with error rates dropping from 56% to 8% compared to its predecessor, and includes SynthID watermark checks for provenance. The model is available via Gemini App, API, LM Arena, Hugging Face Spaces, Together AI, and Flow. Meanwhile, OpenAI shared early experiments with GPT-5 accelerating scientific research, including proofs of previously unsolved problems in math, physics, biology, and materials science. "GPT-5 accelerated research tasks in math/physics/biology/materials; in 4, it helped find proofs of previously unsolved problems."
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.