Wide Learning: Learning to Reach Evidence

The Hidden Security Blind Spots in Local AI Workflows

A Japanese version of this is on Note . An increasing number of engineers and creators are running local LLMs (via Ollama, LM Studio, vLLM) and generating images with Gradio / Stable Diffusion…

1d ago ·dev.to

Prompt Engineering Is Dead. Long Live Harness Engineering.

I spent 3 months perfecting prompts. Then I deleted half of them. In late 2023 I had a directory called prompts/ with 47 carefully tuned templates.

1d ago ·dev.to

I Replaced grep-Based Code Review with a Knowledge Graph + MCP. Here Are 3 Bugs Vector Search Missed.

For about a year, my AI code review setup looked like this: AI gets a PR, AI greps for related code, AI reads way too many files, AI says "looks fine." It mostly worked.

1d ago ·dev.to

Indonesia Urges Workers to Build AI Skills as Jobs Evolve

Indonesia urges workers, including civil servants, to build AI skills as generative AI reshapes jobs, decision-making and the digital economy.

• Indonesian Deputy Minister urges workers to acquire AI skills.
• ILO reports one in four ASEAN workers at risk of job displacement due to AI.
• Indonesian government proactively strengthens AI understanding and management.

1d ago ·en.tempo.co

LLMs Interpret, Embeddings Organize, Graphs Emerge: Agent-Driven Compilation of Scientific Knowledge

Sustained scientific work requires a knowledge substrate that carries interpretation across tasks and preserves paths to source evidence.

1d ago ·arxiv.org