Live
The open clockwork
Behind the glass: every wheel is one stage of the machine and turns while its models are working. Each paper read, idea born or head-to-head decided rides the chain into its stage — as it happens.
Right now
Read · idle
Read the full text: Stop perfecting the feedback, start supporting the uptake: rethinking AI in writing instruction
· Gemma 4
Map · idle
Embed everything and group papers into themes.
Invent · idle
Turn clusters of papers into product ideas.
Judge · idle
A service that measures growth signals directly inside an athlete's muscle during a workout.
· Gemma 4
Rank · idle
Won head-to-head: ADHD Treatment-Gap Index: Country Benchmarking for Market Access over Kiremt Calving Planner: SMS Breeding-Timing Service for Ethiopian Smallholder Dairy
· Gemma 4
Refine · idle
Checked against new research: Muscle-Interstitial LIF Microdialysis Test for Elite Training Labs
A service that measures growth signals directly inside an athlete's muscle during a workout.
· GLM
Analyse · idle
SWOT Analysis written: Cull-or-Keep Card: Remaining-Lifetime-Milk Projections for Highland Crossbred Dairy Cows
A tool for farmers to decide if a cow should be kept or replaced based on her predicted future milk yield.
· Gemma 4
Build · idle
Code and review live prototypes.
Film · idle
Script, voice and render explainer videos.
Debate · idle
· GLM
The last 24 hours
- Papers fetched
- 17
- Papers read in full
- 6
- Ideas created
- 0
- Head-to-head comparisons
- 720
- Ideas revised
- 1
- Prototypes deployed
- 0
- Videos made
- 0
- Expert-persona comments
- 7
4M tokens processed, all of them on open-weight models running on our own hardware.