Somewhere between a hospital that can’t send patient data to an outside API and a hobbyist who just wants to see how a model thinks, there is a growing category of AI that never phones home at all. This is the second article in LIWARSE’s five-part series on the AI landscape by type of use.Continue reading “The Open-Weight Models You Can Actually Run Yourself: DeepSeek, Mistral, and the Self-Hosting Option”
Category Archives: AI Governance and Policy
Beyond the Big Five: The Other General-Purpose AI Assistants the Public Already Uses
The five providers LIWARSE has already profiled are not the whole field. Millions of people reach for a general-purpose AI assistant every day through products those five profiles never mention — and scientists increasingly route their most sensitive questions through them too. This opens a new five-part LIWARSE series looking at the AI model landscapeContinue reading “Beyond the Big Five: The Other General-Purpose AI Assistants the Public Already Uses”
Guardians of the Wild: How AI and Robotics Can Preserve Nature and Ease Human-Wildlife Conflict
Wildlife populations have collapsed by the majority since the 1970s, and shrinking habitats are pushing people and animals into deadly contact more often. LIWARSE looks at how AI-powered monitoring and robotics can protect what’s left — without turning conservation into surveillance over the communities who share these landscapes.
Playing Fields, Not Battlefields: How AI and Robotics Can Strengthen Human Connection and Reduce Conflict
Loneliness is now recognised as a public-health crisis, mental health care remains out of reach for millions, and armed conflict still kills at a staggering scale. LIWARSE looks at where AI and robotics can genuinely help — and draws a hard line between reducing conflict and being weaponised to wage it.
Watching Without Watching: How AI and Robotics Will Protect Personal and Societal Safety
Fires, falls, floods, and violent crime are all, at heart, races against detection time. LIWARSE looks at how AI and robotics can shorten that race — and why a safety system that erodes the privacy and dignity it claims to protect has already failed its own purpose.
Alibaba Under the LIWARSE Lens: Qwen3.7-Max and the Qwen 3.6 Family
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.
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.
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