Alibaba’s Qwen line has quietly become one of the world’s most capable open-weight families — while its newest flagship, Qwen3.7-Max, closed the door behind it. LIWARSE closes this five-part series with the one non-Western provider whose split matters most for global AI governance.
Category Archives: AI Safety
xAI Under the LIWARSE Lens: Grok 4.5 and the Open Grok Weights
xAI ships a fast-moving closed flagship, Grok 4.5, alongside open weights it releases roughly a generation behind — and a coding agent it open-sourced after a privacy incident. LIWARSE reviews both, and the incident that shaped them.
Meta Under the LIWARSE Lens: Muse Spark and the Llama 4 Family
Meta built its entire AI identity on open weights, then quietly shipped its first-ever closed, proprietary flagship. LIWARSE reads the reversal — and what it means for the open Llama 4 models left behind — through the 3 Absolute Laws.
Google Under the LIWARSE Lens: Gemini 3.1 Pro and the Gemma 4 Family
Google runs the widest split of any major lab: a closed Gemini flagship for scale and multimodality, and a Gemma family so open it reaches from data centers down to a Raspberry Pi — including a medical-domain variant. LIWARSE reviews both.
OpenAI Under the LIWARSE Lens: GPT-5.6 Sol and the gpt-oss Family
OpenAI ships two very different kinds of intelligence: GPT-5.6 Sol, a closed frontier flagship, and the gpt-oss family, open weights anyone can download and run. LIWARSE examines both through the lens of the 3 Absolute Laws and the guarded-versus-unguarded standard.
The Intelligence That Lives With You: Bringing AGI Safety to the Personal AI on Your Devices
As reasoning-capable AI moves from distant servers onto the phone in your pocket, the safety question changes shape. LIWARSE applies the 3 Absolute Laws and its containment model to the personal AI now living inside your own devices, and proposes five safeguards for keeping it that way.
Open Source AI Without Guardrails: The Hazard
An open model with no embedded safeguards cannot be recalled, patched, or shut off once it leaves the lab. LIWARSE argues the real fault line is not open versus closed — it is guarded versus unguarded. A five-point framework for keeping AI open to people without leaving it open to harm.
The Anatomy of a LIWARSE-Compliant Agent: The Body Plan of an AI Built to Protect Life
LIWARSE Movement | AI Safety & Ethics Series Why “Anatomy”? When a medical student first opens an anatomy atlas, they do not begin with what the body does. They begin with how it is built — the skeleton that holds everything upright, the systems layered upon it, and the way each system constrains and servesContinue reading “The Anatomy of a LIWARSE-Compliant Agent: The Body Plan of an AI Built to Protect Life”
AllKnowLib: The Last Library — A Self-Contained Ark of Human Knowledge
A LIWARSE Project Proposal for the Preservation and Restoration of Human Civilisation Preamble: The Fragility We Ignore We live in an age of extraordinary interconnectedness. In seconds, a human being anywhere on earth can access the sum of recorded human knowledge — medical textbooks, engineering blueprints, agricultural guides, philosophical treatises, and the arts that defineContinue reading “AllKnowLib: The Last Library — A Self-Contained Ark of Human Knowledge”
Negative Intelligence: The Essential Safety Compass Every AI System Must Carry
LIWARSE introduces Negative Intelligence — a structured, living safety reference framework of harmful actions, patterns, and outcomes that AI systems must recognize and avoid. Includes 40+ reference points across 7 critical domains for AI engineers, safety professionals, and policymakers.
LIWARSE - Life Improvement with AI, Robotics & Space Exploration 