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SCF-RKL Advances Model Merging

SCF-RKL Advances Model Merging

SCF-RKL introduces sparse, distribution-aware model merging using reverse KL divergence to minimize interference. It selectively fuses complementary parameters, preserving stable representations and integrating new capabilities. Evaluations on 24 benchmarks show superior performance in reasoning, instruction following, and safety.

ArXiv AIResearchFeb 13#research#scf-rkl#ai
Human-Inspired Learning for Adaptive Reasoning

Human-Inspired Learning for Adaptive Reasoning

Proposes a framework for continuous learning of internal reasoning processes in AI, unifying reasoning, action, reflection, and verification. It treats thinking trajectories as learning material to evolve cognitive structures during execution. Experiments show 23.9% runtime reduction on sensor tasks.

ArXiv AIResearchFeb 13#research#ai#reasoning
MiniMax Drops Affordable M2 AI Model

MiniMax Drops Affordable M2 AI Model

MiniMax released an updated M2 large language model for real-world productivity. The cheap AI follows rivals' launches in China's intense AI race. In-house benchmarks claim strong performance.

SCMP TechnologyMediaFeb 13#update#minimax#m2
AI Supercharges Call Center Agents

AI Supercharges Call Center Agents

UJET CEO claims AI enhances call agents into 'superheroes' without job loss. Improves software to resolve issues without multi-system navigation. Gartner warns AI fixes may cost more than humans by 2030.

The Register - AI/MLMediaFeb 13#ujet#ai#call-centers
Anthropic Raises $30B at $380B Valuation

Anthropic Raises $30B at $380B Valuation

Anthropic secured $30 billion in Series G funding led by GIC and Coatue, reaching a $380 billion post-money valuation. The capital will drive frontier research, product development, and infrastructure growth in enterprise AI and coding. Run-rate revenue hit $14 billion, with over 10x annual growth for the past three years.

Anthropic AnnouncementsOfficialFeb 12#funding#anthropic#series-g
Claude Free Tier Gets Pro Perks

Claude Free Tier Gets Pro Perks

Anthropic added four perks previously exclusive to Pro subscribers to Claude's free users. These updates enhance free tier capabilities significantly. The author is cancelling their Pro subscription due to this.

ZDNet AIMediaFeb 12#update#claude#free
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