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README.md

@@ -236,8 +236,6 @@ We launch a Chromium browser and navigate to the `homepage` provided in the `Run
 
 Actions in an environment are defined through available tool calls, which in the browser case are set as default in the `BrowserTool` class. This allows the model to click, type, etc. at relevant `mark_id` elements on the page. These elements are extracted using JavaScript injected into the page in order to make interaction easier for the models. 
 
-If you want to not use this set-of-marks approach, you can set the `no_pois_in_image` flag to `True`, and the `include_poi_text` flag to `False` in the `EnvironmentConfig`. This way the model will only see the original image, and not the annotated image with these points-of-interest (POIs). In this case, you would want to update the `BrowserTool` to interact with pixel coordinates instead of the `mark_id`s.
-
 **Note:** We use `playwright_stealth` to lower the chance of detection by anti-bot services, but this isn't foolproof and Proxy Lite may still get blocked with captchas or other anti-bot measures, especially when using the `headless` flag. We recommend using network proxies to avoid this issue.
 
 
@@ -247,12 +245,6 @@ This model has not currently been designed to act as a full assistant that can i
 As such, it will struggle with tasks that require credentials or user interaction such as actually purchasing items if you don't give all the required details in the prompt.
 
 
-## Future Work
-
-- [ ] Pixel level control over the mouse movements.
-- [ ] Full computer sandbox.
-- [ ] Multi agent support.
-
 ## Citation