The trick I have learnt (thanks to @shashi) is:
- Remove all output (with the option in one of the menus)
- Save the notebook
- Restart
Hopefully Interact.jl should now work.
Alternatively, switch to Pluto notebooks (Pluto.jl), where the reactivity works more smoothly.