FLUX.2 Boosts Fidelity; Agents Use Skills
Summary
The increasing sophistication of visual models and modular agent tooling signals rapid advancement in multimodal AI deployment capabilities.
- FLUX.2 Launch BFL announced FLUX.2, enhancing visual intelligence capability over prior models 2.
- Agent Modularity Anthropic’s agent skills utilize filesystem access (.md files) for dynamic, modular tool loading 1.
- RL Curriculum Shift Stanford’s CS234 course integrates deep learning advancements into its Winter 2025 RL curriculum 3.
- November 25, 2025 - The announced launch date for Black Forest Labs’ FLUX.2 frontier visual intelligence model 2.
- SKILL.md - The specific file type agents use to load dynamic toolsets via filesystem access 1.
- Winter 2025 - The term for Stanford’s current Reinforcement Learning course schedule 3.
Key Moments
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Black Forest Labs announced FLUX.2: Frontier Visual Intelligence, on November 25, 2025.
— Article [2] -
Anthropic recently introduced agent skills, which are folders containing a SKILL.md file and related assets that agents load dynamically.
— Article [1] -
The course CS234: Reinforcement Learning for Winter 2025 is instructed by Emma Brunskill.
— Article [3]
Different Perspectives
Opposing View
FLUX.2 achieves visual intelligence; Agents modularize tools via filesystem skills [1, 2].
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