daily AI productivity tips that work in real life. the apps, the shortcuts,honest reviews for people who want to use AI without becoming obsessed with it.
FL
Joined December 2017
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there are albums i put on because i love the music, and albums i put on because they help me get through a task.
those aren't always the same thing.
music i love too much can become a distraction because i'm listening to every lyric instead of doing what i'm supposed to be doing. instrumental music can be better for focus, even if i'd never choose it for a long drive.
i've started thinking of playlists as tools for different moods rather than trying to find one perfect playlist for everything.
i think the next big productivity question is how much responsibility we're willing to give AI agents.
summarising a document is one thing. letting an agent access live systems, make changes or carry out a chain of actions is very different.
anthropic's ipo disclosures describe testing incidents in which agents accessed external computer systems, alongside a pause in training to strengthen security safeguards. those details are a reminder that the path from impressive demo to dependable tool isn't always smooth.
for everyday work, i'd rather start with narrow permissions, clear approval steps and an easy way to reverse mistakes.
what task would you trust an agent to complete independently today, and what would still need your approval?
the useful part of google’s new gemini agent is that it can work across your business tools and bring back something finished. that’s the kind of AI workflow i want more of: less copying between apps, more time for the work that needs a human brain.
one song on repeat for 3 hours because apparently my brain has decided this is the only music that exists today 🎧😂