…Instead of relying on benchmarks or online opinions, I decided to test it myself using the same model and everyday tasks I normally use AI for. The results were far better than…
…Dasol Choi , , , , , , , , , , , , , , , , Abstract XL-SafetyBench presents a multilingual safety benchmark with 5,500 test cases across 10 country-language pairs to evaluate both universal and culturally specific harms in language models. AI…
…My testing setup Hardware, models, and tasks When comparing local AI models , it's easy to get distracted by benchmark scores and parameter counts. I wanted to see how much those numbers…
…Recent promptable segmentation models , such as Segment Anything Model 3 (SAM3), extend segmentation from category-agnostic mask prediction to concept-guided localization conditioned on high-level textual prompts. However, existing benchmarks primarily…
…the evidence into expression, localization, function, indirect, or negative categories. We benchmark diverse open-weight and closed-source language models across species and prompting strategies . Although frontier models achieve relatively strong performance…
…AI-generated summary LLM agents are expected to complete end-to-end units of work across software tools, business services, and local workspaces. Yet many agent benchmarks freeze a curated task set…
…Boxuan Zhang , , , , Abstract A local distribution-aware detection framework that amplifies micro-scale statistical irregularities to identify AI-generated images with improved accuracy. AI-generated summary Recent generative models can produce images…
Hello fellow local AI people! I took "you must create your own benchmarks" literally, and built a website for this. How does the end result look like Let's say I want to know which model has most common sense in its resp…
March 6th, 2026 the highest intelligence index score was 51 for frontier models. deepseek-ai/DeepSeek-V4-Flash-0731 that has an intelligence score of 50. If these benchmarks are accurate, models available to run locally …
Hi HN! Sipp is an open-source AI inference library for running local models in browsers with up to 3x faster decode speeds than alternative libraries.My background is in HCI (human-computer interaction) and graphics prog…
Hi HN, author here.Android Remote Control MCP is an MCP server that runs directly on your Android phone (no root, no ADB, no computer in the middle) and lets an AI agent drive real apps the way a human would: it reads th…
Liquid AI put out LFM2.5-VL-3B today, which is a 3.1B vision model that weighs roughly 2GB and fits well on a phone Benchmarks are benchmarks so I tried something sillier. Took a photo of a little Steve toy I have, gave …
…Unlike prior navigation benchmarks centered on long-range exploration across rooms, SleepWalk targets localized, interaction-centric embodied reasoning : given rendered visual observations and a natural-language instruction, a model must predict a…
To show you the most relevant results, we’ve omitted some entries very similar to those already shown. Repeat the search with the omitted results included.
