we've been testing astra across domains and are finding some surprises and specific areas it is reliable
exciting zero-shot knowledge wins happening here, mainly understanding which player scored!
a lot goes into that:
- knowing in/out of court and service box
- who hit last
- understanding a point ended
- game knowledge of missed first-serve doesn't result in a point
other cool things here you get out of the box
- understanding the stroke
- tracking player to assign points
would be easy to add
- stroke counts
- heat map
- point durations
Some ideas are easier to draw than describe.
Use Sketch to draw right in ChatGPT and show it exactly what you have in mind.
Just type “@ Sketch” in ChatGPT.
This guy built a trading bot on Polymarket and made +$295,910
His bot trades 5 and 15 minute crypto Up/Down markets using a late-resolution strategy, where most of the position size is deployed when the outcome is getting close to final:
1. It starts with a small directional position
At the beginning of each market, it records the reference price and tracks Chainlink TWAP along with external spot/perp feeds
During the early stage, it builds a small position. This acts like a probe while the model’s confidence is still relatively low
2. It increases the position as the outcome gets closer to certainty
The algorithm constantly recalculates probability. As resolution gets closer, it can estimate more accurately whether the result can still change
3. If the signal changes, it buys the opposite side
In 88.2% of markets, it trades only one outcome. In 11.8% of cases, it buys both Up and Down. The opposite side works as a hedge
His Polymarket nickname: BoneOhio
Follow this account and trade on Polymarket through this app:
https://t.co/cnd7nrxGXR
The main edge of this guy’s HFT algorithm appears during the final minutes of the market. It estimates how close the outcome is to being locked in and concentrates most of its position size where the model sees mispricing
since you guys loved the exploding tesla..
I used GPT-6 Astra to create a 3D website that pulls apart the male anatomy into 2,234 modeled pieces!
we are in a renaissance of learning