Topics on Zeitgeist — a spike by Chris Gathercole

AI Impact on Society

Fri, 26 Jun 2026 00:00:00 +0000

The societal impact of AI — employment displacement, regulatory moves, public sentiment, the doom/acceleration debate, and institutional responses. The goal is mood capture and zeitgeist, not comprehensive reporting. What are people worried about? What’s actually happening? What’s the gap between fear and reality? Prioritise data-backed analysis and institutional reports over opinion pieces, but include opinion when it captures genuine public mood.

Applications of Vibe Coding

Fri, 26 Jun 2026 00:00:00 +0000

Concrete, real-world applications of AI coding in organisations — legacy system modernisation, citizen developer programmes, non-technical users building apps, enterprise adoption patterns, and governance challenges. The focus is on what organisations are actually doing with AI coding, not what tools exist. Case studies, adoption data, and institutional reports over product announcements.

Claude Integrations

Fri, 26 Jun 2026 00:00:00 +0000

Tools, plugins, and applications that integrate Claude (via the API or SDK) into domain-specific software: design tools, productivity apps, developer tooling, creative software, and specialised platforms. Focus on what’s being built with Claude, not on Claude Code itself.

Claude-Specific Expertise

Fri, 26 Jun 2026 00:00:00 +0000

Learnings, tips, behavioural approaches, and usage patterns for Claude Code (the CLI tool), Claude API, CLAUDE.md authoring, agent workflows, hooks, skills, and the broader Claude development ecosystem. Focus on practical techniques and real-world usage over announcements.

Data, IP & Training Rights

Fri, 26 Jun 2026 00:00:00 +0000

The legal and ethical battles over AI training data — copyright infringement lawsuits, fair use debates, opt-out mechanisms, synthetic data as an alternative, data licensing markets, and regulatory responses. This is foundational infrastructure: how these battles resolve will reshape what models can be trained on and who can train them. Focus on legal developments, regulatory proposals, and substantive analysis over opinion pieces.

Open vs Closed AI Ecosystems

Fri, 26 Jun 2026 00:00:00 +0000

The evolving conflict and interplay between open-source AI models (LLaMA, Mistral, DeepSeek, Qwen) and closed-source models (Anthropic, OpenAI, Google). Covers safety implications of open weights, licensing debates, competitive dynamics, access and democratisation arguments, innovation pace differences, and the regulatory dimension. Focus on substantive analysis of tradeoffs, not cheerleading for either side.

Team & Org Use of Claude

Fri, 26 Jun 2026 00:00:00 +0000

How teams and organisations adopt Claude collectively — shared CLAUDE.md conventions, hooks and skills at team scale, enterprise deployment patterns, coordination norms, productivity measurement, and multi-person workflow case studies. Focus is on org-level patterns and friction rather than individual technique (see claude-expertise for that).

Vibe Coding Approaches

Fri, 26 Jun 2026 00:00:00 +0000

The evolving landscape of AI-assisted “vibe coding” — techniques, tools, frameworks, and methodology. Includes IDE-based tools (Cursor, Windsurf, Copilot), agent frameworks (LangGraph, CrewAI, AutoGen), and emerging practices like spec coding, multi-agent orchestration, and prompt-driven development. Focus on genuine technique over tool roundups and marketing content.