AI Programming Lab
AI Programming Lab
Apr 13, 2026 · Frontend Development

Which Tool Wins for Claude Code Vibe Design: Figma or Pencil?

The article compares Figma’s MCP Server integration and Pencil’s Git‑based design files for feeding Claude Code, detailing each workflow, practical constraints, and recommending the best fit for solo developers versus teams with established design systems.

AI UI generationClaude CodeDesign-to-code
0 likes · 12 min read
Which Tool Wins for Claude Code Vibe Design: Figma or Pencil?
AI Frontier Lectures
AI Frontier Lectures
May 25, 2025 · Artificial Intelligence

Can Alternating Generation‑Reduction Make LLMs Think Faster? Introducing PENCIL

The paper presents PENCIL, a novel alternating generation‑and‑erasure reasoning paradigm that achieves optimal space‑time complexity for chain‑of‑thought tasks, dramatically improves accuracy and efficiency on hard SAT, QBF, and Einstein puzzle benchmarks, and is provably Turing‑complete.

Pencilbenchmark resultschain of thought
0 likes · 12 min read
Can Alternating Generation‑Reduction Make LLMs Think Faster? Introducing PENCIL