What does the International @PlantTreaty do?
It helps:
🌾 Ensure equitable access to plant genetic resources
🤝 Promote benefit-sharing
🌱 Support sustainable agriculture
🌍 Strengthen global food security
#ItAllStartsWithTheSeed#FoodSecurity
It’s not possible to feel motivated all the time, we are not machines and don’t have a motivation on off switch.
Whenever you are procrastinating and dragging your feet on something, don’t wait for motivation.
Try using negative visualisation instead. Picture the consequences of your inaction and feel the negative emotions of bearing that costs and let that propel you into action 😄🫶🩵✨
#motivation #procrastination #selfmotivation #youcandoit #juststart
He built an agent that entered a real data science competition and climbed the leaderboard on its own, while he slept.
no restart. no new prompt. it just kept running experiments until the score went up, and it never asked him what to try next.
what he actually built was a data science agent, wired to do the same loop a real data scientist runs by hand. build a model. run an experiment. read what happened. decide the next move. run again.
every dot on his results chart is one of those runs. hundreds of them, stacked into a curve that keeps climbing, and the agent chose every single move on that curve itself.
most people building with ai right now are still stuck one level below this. they're hunting for a better prompt, one perfect sentence that gets a better answer once. this is the level above that. this is a system that keeps improving after the first answer, that remembers what failed, that decides on its own what deserves another shot and what gets thrown out.
two papers shaped how the loop was built. link's below.