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AI Showdown: Claude Fable 5 vs. GPT-5.6 Sol in an Autonomous Music Video Production Test

We gave Claude Fable 5 and GPT-5.6 Sol the same song, a budget, web search, and local ffmpeg, then let each autonomously direct a music video.

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tryai.dev·Hacker News: Front Page·6h ago·7 min read

ECI Methodology: Using Item Response Theory to Create a Unified AI Benchmark Scale

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Shared by @EpochAIResearch ↗

epoch.ai2d ago

GLM 5.2 AI model prepares UK VAT return with near-human accuracy at fraction of cost

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toot-books.pages.dev7d ago

Box benchmark finds Muse Spark 1.1 competitive on complex enterprise document tasks

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Shared by @alexandr_wang ↗

blog.box.com7d ago

ORBIT-Q: A new benchmark for evaluating autonomous coding agents in scientific quantum programming

Autonomous coding agents perform well on many conventional programming tasks, but scientific computing demands a rigorous validation paradigm that extends beyond simple functional test completion: generated code must preserve physical fidelity, differenti

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arxiv.org·Tech by Flipboard·10d ago·2 min read

Benchmarking Local AI Models for Cybersecurity Vulnerability Detection

How competent are local AI models for cyber security bug hunting and research?

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projectblack.io·Twitter AI (trending)·18d ago·8 min read

ClinHallu: A New Benchmark for Diagnosing Hallucination Sources in Medical AI Reasoning

Building trustworthy medical multimodal large language models (MLLMs) is critical for reliable clinical decision support. Existing medical hallucination benchmarks mainly focus on data collection, but often ignore where hallucinations originate within the

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arxiv.org·Tech by Flipboard·1mo ago·2 min read

Claude Fable 5 benchmarks show middling results with 19% security pass rate but four unprecedented solves

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endorlabs.com1mo ago

MTG Bench: A benchmark evaluating LLM performance in playing Magic: The Gathering

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mtgautodeck.com1mo ago

ARC Prize Foundation analyzes GPT-5.5 and Opus 4.7 reasoning traces on ARC-AGI-3 benchmark

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Shared by @andyjennings.aus.social.ap.brid.gy ↗

arcprize.org1mo ago

BilliardPhys-Bench: New Benchmark Reveals Physical Reasoning Gaps in Multimodal AI Models

Current multimodal models handle static image recognition well, but intuitive physical reasoning remains a weakness. Predicting how objects will move and interact from a single image is still difficult for these systems. We present BilliardPhys-Bench, a b

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Shared by @ai-firehose.column.social ↗

arxiv.org1mo ago

ITBench-AA Benchmark Launched: Frontier AI Models Score Below 50% on Enterprise IT Tasks

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Shared by @diegopacheco.bsky.social ↗

huggingface.co1mo ago

New ITBench-AA Benchmark Reveals AI Models Struggle with Enterprise SRE Tasks

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Shared by @genainews.bsky.social ↗

genainews.tech1mo ago

OpenSCAD LLM Benchmark: Comparing AI Coding Tools on Pantheon 3D Model Generation

A practical OpenSCAD LLM benchmark comparing Codex 5.5 High, Claude Sonnet, Claude Opus, Cursor Composer, Google Antigravity, and ModelRift on a detailed Pantheon model.

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