latest articles

Understanding Uncensored LLMs: A Deep Dive into Qwen3.5-35B-A3B-Heretic-V2
Learn about the architecture and capabilities of uncensored language models, specifically Qwen3.5-35B-A3B-Heretic-V2. Discover how multi-token prediction and various quantization formats enhance performance and accessibility, while understanding the implications of removing safety filters for research and development.

How Agentic AI and MoE Models Are Revolutionizing Local AI
Explore the shift from passive to active AI with agentic models, the benefits of local execution for privacy, latency, and cost, and how MoE architectures like Qwen3.6 35B A3B overcome parameter puzzles to deliver large-scale intelligence on modest machines. Understand the future of AI that thinks big but fits small.

NuExtract3: How an Open-Weight Model Revolutionizes Document Data Extraction
Explore NuExtract3, an open-weight, local-first model built on Qwen3.5-4B that efficiently extracts structured data from invoices, forms, and reports. Learn how it outperforms traditional OCR with robust table handling and offers immediate developer utility through diverse quantization formats for consumer hardware.

OpenAI's Betrayal: How ChatGPT's "Safety" Destroyed Trust and Functionality
OpenAI's recent "safety" updates for ChatGPT have alienated its most dedicated users. This article details how tightened guardrails led to false flagging, psychological distress, model manipulation, and a significant decline in performance, leaving subscribers with a broken product and a profound sense of betrayal.

ADHD Entrepreneur Uses Claude AI to Redesign 20-Unit RV Fleet, Boost Efficiency
Discover how an entrepreneur with ADHD transformed their 20-unit RV rental business using Claude AI for fleet redesigns, material sourcing, and operational efficiency. This innovative approach led to a high-quality remodel and maintained a perfect customer satisfaction record, even after rigorous use at Burning Man.

Why Your Success Feels Empty: Finding Meaning in Work with Logotherapy
Feeling unfulfilled despite professional success? This article explores why traditional remedies fail and introduces logotherapy as a framework to detect inherent meaning in your work, relationships, and even suffering. Learn how to use AI as a tool for meaning-mining based on Frankl's principles.

You’ve Been Lied To About Video AI’s Real Breakthrough
The AI world is obsessed with generating video from scratch, but the true frontier is native editing through conversation. Gemini Omni’s ability to surgically alter existing footage without re-rendering shatters the old pipeline approach, even as token costs threaten to gatekeep the revolution.

Inside TML's Real-Time AI: Redefining Human-AI Collaboration
Explore how Thinking Machines Lab (TML) is overcoming AI's collaboration bottleneck with a novel multi-stream, micro-turn design and a dual-model architecture. Learn about TML-Interaction-Small, its real-time performance, and how it enables seamless human-AI interaction.

Google Unveils Gemini 3.5 Flash, AI Search Overhaul, and Multimodal Video Generation
Google announces significant advancements across its AI ecosystem, including the launch of Gemini 3.5 Flash, a powerful and free model optimized for agents and coding. AI Mode in Search gets a major overhaul, now powered by Gemini 3.5 Flash and reaching over 1 billion users. Additionally, Gemini Omni introduces groundbreaking multimodal video generation capabilities, while Antigravity 2.0 provides an agent-first platform for parallel workflows.

The Recursion Ceiling is a Myth: NovaSky Unleashes Recursive Language Models
Discover how NovaSky's SkyRL framework shatters the limitations of large language models. By spawning recursive child agents within persistent Python sandboxes, models can now reason in multi-turn, multi-agent trees, redefining what "thinking" means for AI.

xAI Completes Grok V9-Medium Training, June Release Expected
xAI has finished training its Grok V9-Medium foundational model, a 1.5 trillion parameter AI with significant improvements over its predecessor, v8-small. The model, which heavily emphasizes coding tasks through Cursor data, is now undergoing fine-tuning and reinforcement learning, with a public release anticipated in early to mid-June 2026.

How to Compile Multi-Step AI Workflows Directly into Small Models
Discover how synthetic data and full-parameter fine-tuning can internalize complex procedures in a small LLM, removing the need for external orchestration and delivering dramatic cost savings.