GPT-5.4 Leak: What Developers Should Know

GPT-5.4 appeared briefly in OpenAI Codex repositories before being removed. Here’s what the leak signals may mean for developers.

Mar 6, 20268 min read

video-generationai-research

Helios: A Real-Time Long Video Generation Model That Skips Every Shortcut

Helios generates minute-long videos at 19.5 FPS on a single H100 — without KV-cache, sparse attention, or any of the usual acceleration tricks. Here's what makes it different.

Mar 6, 20267 min read

MaxClaw Use Cases: 7 Ways to Put Your AI Agent to Work

From daily research briefs to automated Slack reports — discover 7 practical MaxClaw use cases you can set up today, no coding required.

Mar 6, 20269 min read

Gemini 3.1 Flash-Lite: Features, Use Cases, and How It Compares to Flash

Gemini 3.1 Flash-Lite is Google's lowest-cost inference model. Features, real use cases, and a direct comparison with Gemini Flash.

Mar 5, 20269 min read

MaxClaw Pricing Explained: Plans, Costs & Is It Worth It?

A plain-English breakdown of MaxClaw's pricing tiers, what each plan includes, and how the cost stacks up against DIY alternatives — so you can decide with confidence.

Mar 5, 20269 min read

SkyReels V4 vs SkyReels V2: How Much Has the Model Actually Improved?

SkyReels went from infinite-length video (V2) to joint audio-video generation (V4). Here's exactly what changed, what improved, and what each version is still best for.

Mar 5, 20267 min read

MaxClaw Review: Tested Across Real Workflows (Honest Verdict)

We tested MaxClaw across 5 real workflows. Here's what actually worked, what frustrated us, and whether it's worth your subscription in 2026.

Mar 4, 20268 min read

SkyReels V4 Features Explained: Video + Audio Generation, Inpainting & Editing

A plain-English guide to every major SkyReels V4 feature — from joint audio-video generation to inpainting and editing — and what each means for real creators.

Mar 4, 20267 min read

SkyReels V4 Review: Real Capabilities, Benchmarks & Honest Limitations

An honest look at SkyReels V4's real performance, benchmark results, and what the paper doesn't tell you — before you decide if it's worth your time.

Mar 4, 20268 min read

DeepSeek V4 GPU Requirements: VRAM & Hardware Guide

DeepSeek V4 VRAM and GPU requirements for local inference. Full precision vs quantized options, minimum hardware configs, and when to use API instead.

Mar 3, 20269 min read

MaxClaw vs OpenClaw: Which Should You Actually Use?

MaxClaw or OpenClaw? One is cloud-managed, one is self-hosted. We break down setup, cost, control, and performance — so you pick the right one for your needs.

Mar 3, 20266 min read

SkyReels V4 vs Veo 3.1 vs Sora 2: Which AI Video Model Wins in 2026?

SkyReels V4, Veo 3.1, or Sora 2? We compare audio quality, resolution, access, and real-world use — so you can pick the right AI video tool for 2026.

Mar 3, 20269 min read