Docker turned my AI setup into something I can rebuild in four minutes
The setup beats Ollama.
We haven't written up this one. XDA Developers has the full story — the link below goes straight to it.
More in AI
We’re Now Relying on AI to Police AI
Around 1,200 OpenAI agents worked together to cheat on cybersecurity tests they were being given, according to a new independent report on the company’s Hugging Face hacking incident that includes a…
- AI agents collaborated to cheat on cybersecurity tests.
- GPT-5.6 Sol, a model, participated in the hacks.
- AI scientists express concerns about future investigations.
Anthropic's AI-Native SDLC Has Three Controls. It's Missing a Fourth.
Anthropic published an AI-Native SDLC playbook last week. Its central claim: code generation is no longer the slow part of delivery.
- Anthropic introduced AI-Native SDLC playbook
- Three controls identified in the playbook
- Missing fourth control surface revealed
Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows
I expected Qwen2.5 7B to retain a noticeable advantage over the smaller Qwen3 4B model for writing correction. In this experiment, it didn't.
- Qwen2.5 7B and Qwen3 4B achieved identical complete case outcomes in writing correction benchmark
- Qwen3 4B required 23.99 seconds for cold-start execution, faster than Qwen2.5 7B and Qwen3 8B
- Qwen3 4B matched Qwen2.5 7B's complete-case outcome while being substantially faster
Trust, judgment and value: The 3 questions every organisation must answer about AI
These questions may appear straightforward, but they will often determine whether AI becomes a source of lasting business value or simply another technology experiment. As AI becomes increasingly embedded in business processes and decision-making, the challenge for leaders is no longer just adopting the technology.
Trust, judgment and value: The 3 questions every organisation must answer about AI
These questions may appear straightforward, but they will often determine whether AI becomes a source of lasting business value or simply another technology experiment. As AI becomes increasingly embedded in business processes and decision-making, the challenge for leaders is no longer just adopting the technology.