Intelligent..ish #4
For the full source referenced in this article visit: https://github.com/cschladetsch/PyDeepSeekLocalCodeAssist Every time you send a prompt to ChatGPT, you're trusting OpenAI with your data. For most use cases, that's fine. For regulated industries, proprietary codebases, or anyone who's read a
This week’s AI news shows the technology spreading into everyday tools and specialised niches rather than just massive infrastructure bets. Smaller companies and product teams are experimenting with practical uses—from AI agents that can run locally on personal computers to startups preparing businesses for future quantum computing workflows.
This week in AI was defined less by flashy demos and more by structural shifts. OpenAI shipped a major model update, Anthropic became embroiled in a political battle with the US government, and hyperscalers pushed deeper into vertical AI platforms. Meanwhile, energy, privacy, and infrastructure concerns are rapidly becoming central
Most agent demos require an API key, break offline, and have no real guardrails. That's fine for a toy, but it fails quickly in real engineering contexts where latency control, reliability guarantees, and enforceable policies matter. The goal was to build a system that could demo offline, with