xAI Grok-3 advances in real-time tool use and multi-agent collaboration for parallel complex tasks
Latest Grok-3 significantly improves real-time tool-calling accuracy and stability, supports multi-agent frameworks that run planning, search, code execution, and verification agents in parallel to complete end-to-end tasks (e.g. market analysis + report + visualization).
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Mistral Mathstral 2.0 sets new open-source SOTA on MATH and GSM8K-Hard
Anthropic Claude 4.4 Opus demonstrates 7-day autonomous research agent on novel scientific hypothesis
xAI Grok-5 preview adds native causal video generation with physics consistency
OpenAI o4-proto-3 achieves closed-loop self-correction on 100+ cycle software debugging tasks
Mistral Devstral: Specialized 24B Model Optimized for Developer Tool-Chain Integration
Meta Llama 4 Maverick: First Open Model to Reach Human-Parity on SWE-Bench Verified
xAI Grok-4.1 Adds Native Video Understanding and Temporal Action Localization
DeepMind AlphaGeometry 2 Solves 92% of IMO Geometry Problems Autonomously
OpenAI o4-proto-2 Demonstrates Self-Evolving Prompt Engineering Loop
Mistral Codestral-Mamba: State-Space Model Achieves SOTA Efficiency on Long-Code Completion