Find and summarize 20 interesting AI research papers from last 30 days

Curate and summarize recent AI research that practitioners should know about.

Scope

• Papers from arXiv, major conferences, or notable labs
• Published in last 30 days
• Focus on practical/applicable research, not just theoretical

Categories to cover

• LLM improvements/techniques
• Agent architectures
• Multimodal AI
• Efficiency/inference optimization
• Safety/alignment
• Novel applications

For each paper

1. Title and link
2. 2-3 sentence summary (what they did)
3. Why it matters (practical implications)
4. Difficulty to implement (easy/medium/hard)

Deliverables

1. Markdown doc with all 20 papers
2. Top 5 picks with deeper summaries (100 words each)
3. One-liner hot takes for Twitter sharing