I ran 26 local LLMs through an 8 level “agentic failure mode” gauntlet (tool calling, on an M1 Max). Capability benchmarks lie about who can actually run an agent loop. All local, llama.cpp + Metal, GGUF. 8 tests, 3 reps each, same prompts and seeds for every model thinking OFF
Posted inLocal LLMs

I ran 26 local LLMs through an 8 level “agentic failure mode” gauntlet (tool calling, on an M1 Max). Capability benchmarks lie about who can actually run an agent loop. All local, llama.cpp + Metal, GGUF. 8 tests, 3 reps each, same prompts and seeds for every model thinking OFF

Comprehensive Evaluation of Local Language Models in Agentic Failure Scenarios Introduction In the rapidly evolving landscape of large language models (LLMs), capabilities often get quantified through benchmarks emphasizing tasks like…
The fear of social marketing
Posted ineCommerce

The fear of social marketing

Overcoming the Anxiety of Social Media Marketing for Online Businesses In today's digital landscape, establishing a presence on social media platforms has become almost unavoidable for e-commerce entrepreneurs. Even those…
How are you guys getting customer reviews?
Posted inLocal SEO

How are you guys getting customer reviews?

Effective Strategies for Gathering Customer Reviews: Overcoming Common Challenges One of the most persistent hurdles for service-oriented businesses is encouraging satisfied customers to share their positive experiences through reviews. Despite…