'Korea's CES' opens: Samsung showcases 'AI subscription' and LG displays 'data center cooling'
We haven't written up this one. Hankyoreh has the full story — the link below goes straight to it.
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Benchmarking Voice AI for Engineering Screening: How We Achieved 94% Correlation with Senior Human Interviewers
When automated hiring platforms claim "expert-level candidate evaluation," engineering leaders remain skeptical. LLM-based evaluators are notoriously prone to conversational leniency, prompt drift…
- Kovi voice AI achieves 94% correlation with senior human interviewers
- Decoupled architecture reduces scoring drift to 0.21 variance
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LocalLens: private document Q&A that runs 100% on your machine
LocalLens: private document Q&A that runs 100% on your machine My entry for the Hacktoberfest Week 2 "Side Hustle" challenge — built with open-weight models, zero API costs, and a business model I'd…
- LocalLens is a private document Q&A tool running entirely on users' machines.
- It addresses confidential documents issues by avoiding API costs and subscriptions.
- The tool cites sources for answers, ensuring accuracy and avoiding hallucinations.
AI’s Water Strain Includes Surging Demand From Electricity Use
Data center developers have started touting new technologies that slash the amount of water needed to cool hot-running servers in drought-stressed places like Arizona.
I built an MCP server so Claude stops telling me to do homework I already submitted
My school runs on D2L Brightspace. I wanted to ask my AI one thing, "what should I work on right now", and get a real answer. The problem is that most tools only read due dates.
- brightspace-d2l-mcp server tracks actual submission status for assignments
- Inquires about remaining tasks disregards already submitted work
- Setup involves single command, connects to Claude tools without storing passwords