Mistral Large 4 (Le Chat): Hands-On Testing of the New Flagship
Mistral Large 4, aka Le Chat, tested on reasoning, vision, code security, and multilingual tasks against rivals like GLM 5.3.
MindStudio Blog8 min read
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AI Just Published 722 Math Proofs. Who Checks Them?
OpenAI released 722 AI-generated math manuscripts in one month. Here's why verifying them matters more than the results themselves.
MindStudio Blog8 min read
Tencent Prism: Open-Source 2K Video AI Needs 80GB VRAM
Tencent's Prism generates native 2K AI video with audio from a single image, but its 80GB VRAM requirement keeps it out of consumer reach.
MindStudio Blog6 min read
Mistral Large 4 "Le Chonk": Pricing, Specs, and Benchmarks Explained
Mistral Large 4, nicknamed Le Chonk, is a trillion-parameter open-weight model. Here's its pricing, architecture, and how it stacks up on benchmarks.
MindStudio Blog8 min read
Aleph Alpha Kolibri 1: Germany's Open-Weight MoE Reasoning Model
Kolibri 1 is Aleph Alpha's 78B mixture-of-experts model for German and English, with 1M-token context and Apache 2.0 licensing.
MindStudio Blog8 min read
Holo4: The Open-Weight Agent That Clicks, Codes, and Calls Tools
H Company's Holo4 is an open-weight agent model that chooses between GUI clicks, code execution, and MCP tool calls. Here's how it works.
MindStudio Blog9 min read
Hark by Figure: Pricing, Free Trial, and What It Actually Does
Figure, the humanoid robot company, launched an AI assistant called Hark at $100/month with a free trial. Here's what's known so far.
MindStudio Blog6 min read
OpenAI's 722 Math Proofs: What Its Secret Model Actually Found
OpenAI released 722 math manuscripts from an unreleased model touching the Riemann hypothesis and Navier-Stokes. Here's what it actually shows.
MindStudio Blog7 min read
Is Holo4 Free to Use? License and Commercial Use Explained
Holo4's open weights from H Company are free to download, but licensing and API access affect what you can actually ship with them.
MindStudio Blog7 min read
Google EmbeddingGemma 2: How One Model Embeds Text, Images, and Audio
Google's EmbeddingGemma 2 maps text, images, video, and audio into one 768-dim vector space under Apache 2.0. Here's how it actually works.
MindStudio Blog7 min read
Holo4 Benchmarks: How H Company's Agent Model Stacks Up vs Frontier AI
Holo4's OSWorld scores and cost-per-task compared to GPT-5.5 and Claude Opus, plus why the dense model beats the MoE variant.
MindStudio Blog8 min read
How to Mash Up Two Games With AI Using Universal Moder
A practical look at Universal Moder, the GitHub skill that lets coding agents merge two owned games into one playable mod.
MindStudio Blog7 min read
Mistral Large 4: Pricing, Access, and Open-Weight Release Date
Mistral Large 4 is live in API preview on Mistral Studio now, with open weights promised by month's end. Here's how access works.
MindStudio Blog6 min read
Kolibri 1 Benchmarks: How It Stacks Up Against GPT-OSS and GLM
Kolibri 1's MoE design and bilingual training compared against GPT-OSS, GLM-4.7 Flash, Nemotron, and Qwen on size and architecture.
MindStudio Blog8 min read
How to Learn Anything Faster With AI: A 9-Role Framework
A science-backed method for using AI as interviewer, mapmaker, Socratic questioner and examiner to learn skills faster through active recall.
MindStudio Blog7 min read
How to Run Kolibri-1 Locally: VRAM and Hardware Requirements
Kolibri-1 needs roughly 78GB of FP8 weights and multi-GPU setups to serve. Here's the full vLLM, VRAM, and hardware guide.
MindStudio Blog7 min read
OpenAI Dots: Pricing Tiers, Access, and Usage Limits Explained
OpenAI's Dots agent needs ChatGPT Pro starting at $100/month. Here's how the $100, $200, and $500 tiers differ on usage and access.
MindStudio Blog8 min read
Kolibri-1 Benchmarks: How Aleph Alpha's Model Stacks Up
Kolibri-1's model card compares it to Qwen3.5, GLM-4.7 Flash and other MoE models. Here's what the specs and evaluation setup actually show.
MindStudio Blog7 min read
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