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GLM-4.6V’s Native Function Calling Isn’t Just Another Feature, It’s a Declaration of War on Text-Only AI

Zhipu AI’s new multimodal models with native function calling challenge the fundamental architecture of current AI agents, forcing a reckoning with the vision-action gap that text-only models can’t bridge.

#function-calling#multimodal-ai#vision-language-models...

edge-ai

Local LLMs Are Surpassing Expectations: The Uncanny Accuracy Revolution You Missed

Recent benchmarks reveal local vision-language models like Qwen3-VL achieving near-perfect performance in OCR and complex visual tasks, challenging assumptions about cloud dependency.

#edge-ai#local-llms#multimodal-ai...

agents

Jan-v2-VL’s 10x Breakthrough: Why Thinking Models Outlast Instruct Models on Long-Horizon Tasks

An 8B vision-language model executes 49 steps without failure while competitors fail at 5. The secret? Reasoning models, not instruct tuning, hold the key to long-horizon agentic capabilities.

#agents#benchmarks#Jan-v2-VL...