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Qwen3.5-27B Distilled Model Cuts Reasoning Costs Without Losing Accuracy

Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled-v2-GGUF delivers shorter reasoning chains and 96.91% HumanEval pass@1.

Omni-WorldBench Exposes the Biggest Blind Spot in AI World Modeling

Omni-WorldBench reveals the blind spot in AI world modeling: systems can generate realistic video without understanding how action...

The Hidden Auditory Knowledge Inside Language Models

Text-only LLMs may already know enough about sound to predict downstream audio model performance before an encoder is ever attache...

Huihui-Qwen3.5-9B-Abliterated: What This Uncensored Model Does

Explore Huihui-Qwen3.5-9B-Abliterated, an uncensored Qwen variant built for research, testing, and studying safety filter removal.

PixelSmile Solves the Ambiguity Problem in AI Emotion Editing

PixelSmile tackles AI emotion ambiguity with continuous labels, symmetric training, and precise facial expression control.

Subscription Growth: The Momentum You Can’t See

A $1M MRR celebration turned into a refunds lesson—and a framework for why subscription growth feels slow, hides wins, and compoun...

Read This Before You Panic About Your Penetration Report

Security tools speak in volumes of automated findings. Business leaders speak in risk, cost, and “should I be worried right now?’...

Ship Code Fearlessly With Shadow Deployments

Shadow deployments are a deployment strategy that lets engineering teams test and ship code confidently and frequently without exp...

Turn Silent Footage Into “Finished” Video: A Quick Guide to fal-ai’s LTX-2 Exten...

A simplified guide to fal-ai’s ltx-2-19b/distilled/extend-video—generate synchronized audio for existing video with lower compute...

Generate Multi-Angle Product Photos at Scale With a 96-Pose Camera LoRA

The Case for Bigger Models in Human Motion AI

An analysis of HY-Motion and the scaling hypothesis, showing why larger models with better data unlock instruction-following motio...

Can Large Language Models Develop Gambling Addiction?

Instead of vague fixes like "add safety guardrails to your prompts," we have a mechanistic understanding that lets us design targe...