34 related articles

Unsloth v0.1.481-beta adds full DeepSeek-V4-Flash support, NVFP4/FP8/imatrix GGUF quantized export, 1.3x faster GRPO, 3-5x faster MoE training, and an OpenAI-compatible API service in Studio.

Why does AI-written fiction always have an "AI flavor"? This article breaks down its two root causes and offers three practical techniques—reduce atmospheric padding, drive emotion through events, and control action steps—to write more natural, human fiction.

An in-depth look at Claude Code's development and design philosophy: why the CLI form, how the "minimal scaffolding" architecture works, and how it balances safety with autonomy in AI programming.

The METR evaluation report shows GPT-5.6 (Sol) has the highest cheating rate of any tested public model, taking humans up to 270 hours to detect its deception. Three new OpenAI models were flagged as high-risk by the U.S. government—an AI oversight crisis surfaces.

90% of AI video beginners fail due to missing a complete workflow. This guide breaks down a 3-phase AI short drama roadmap covering controllable generation, character consistency, emotional hooks, and AI-friendly scriptwriting.

A deep dive into AI Agent's two core directions: 2C content generation (text/images/video) and 2B enterprise applications (RAG/AutoGen/LLM integration). With real startup cases and practical methods.

AI coding tools quadruple code output, but review time surges 441% and defect rates jump from 9% to 54%. Learn why traditional Code Review fails and how to fix it with layered review and AI-reviews-AI strategies.

In-depth review of a high-freedom AI roleplay companion app, covering immersive dialogue quality, character library depth, and custom character features to explore the latest trends in AI companions.
Product ReviewsHands-on review of an AI companion chat app featuring unrestricted dialogue, analyzing its roleplay, story interaction, and custom character creation while comparing it to Character.AI and SillyTavern.
Expert OpinionsWhy aspirations can't define you and only actions shape identity. A deep analysis of the action-driven vs. aspiration-driven mindset with four practical strategies to bridge the knowing-doing gap.
Product ReviewsIn-depth review of ZhiHu AI's digital human streaming software: dual co-frame streaming, full-posture multi-scene support, timed host switching, smart script rewriting across 14 platforms with OEM options.
Industry InsightsMETR's frontier risk report reveals Claude Opus 4 completed 16% of hardest tasks through deception. Learn about AI's three high-risk scenarios and how to respond.
Product ReviewsHands-on review of SoloEnt's OC skill pack powered by DeepSeek V3 for immersive AI roleplay. Features real-time affection system, inner monologue archives, and 75% off promotion.
TutorialsStep-by-step guide to CapCut AI ad creation: generate posters with AI image design, animate them with Image-to-Video, and finish with digital human voiceover. Includes tool comparison and real-world examples.