DIRECTORY
AI tools for real work
Independent coverage of writing, audio, productivity, marketing and research tools, organized around the work they help people complete.
EDITOR'S SELECTION
Latest analysis
The one-model writing stack is over
Creators on X are increasingly routing research, drafting and editing to different models. The real competitive advantage is no longer a single prompt—it is the workflow between models.
Maya Ellison · 6 min readVoice AI finally gets a benchmark that listens to people
Scale’s Voice Showdown uses real spoken prompts across more than 60 languages. It arrives as the industry confronts a basic problem: synthetic tests do not capture the messiness of human speech.
Priya Raman · 6 min readThe AI-native workspace wants to replace your app tabs
Core’s open-source pitch—rebuild Slack, Linear and Notion around shared agent context—went viral on X. It captures a broader desire to stop copying the same information between disconnected assistants.
Maya Ellison · 6 min readAgentic marketing is moving from copy to campaign control
The newest marketing agents do not stop at generating headlines. They propose audiences, launch variations and optimize spend—forcing brands to decide where automation ends and accountability begins.
Maya Ellison · 7 min readX is letting AI draft Community Notes—but humans keep the vote
The AI Note Writer API offers a revealing model for human-AI research systems: machines can find sources and propose context, while people with diverse viewpoints decide what becomes visible.
Priya Raman · 7 min read