> For the complete documentation index, see [llms.txt](https://eli5a.gitbook.io/eli5a/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://eli5a.gitbook.io/eli5a/roadmap.md).

# Roadmap

## first half of **2025** 

### **Increase Citations Accuracy&#x20;**<mark style="color:blue;">**\[released]**</mark>

Eli5a is impressive in its ability to independently and autonomously generate helpful content however, it has not yet been fully optimized for accuracy of citations.&#x20;

The Eli5a Software Engineering Technology Team are currently working to ensure each post is created with real and linkable citations and web sources.&#x20;

Additionally, its ability to generate helpful illustrations to accompany its text is impressive, however, this also requires optimization for maximum engagement.

Finally, Eli5a is being rigorously evaluated and compared against 6 commercial LLM medical AI chatbots for accuracy of scientific information, citation accuracy, empathy of responses, Flesch reading ease score, and other engagement and comprehension metrics.

1. ### **Whitepaper #2 - Accuracy of Eli5a against 6 commercial chat bots**<mark style="color:blue;">**. \[released]**</mark>
2. ### **Eli5a Science team lead will host an interview on X**<mark style="color:blue;">**\[released]**</mark>

## **second half of 2025**

* ### **Release paper in a scientific journal&#x20;**<mark style="color:blue;">**\[released!!!]**</mark>
* ### **Increase publication sources for citations.&#x20;**<mark style="color:blue;">**\[released]**</mark>
* ### Custom GPT for Pro users <mark style="color:blue;">**\[released!!!]**</mark>
* ### Stand alone Terminal with full platform access <mark style="color:blue;">**\[coming soon]**</mark>
  * ### Advanced 'Doc mode' For Doctors <mark style="color:blue;">**\[wip]**</mark>
* ### **Automated short clips to attract the younger market.**<mark style="color:blue;">**\[wip]**</mark>
* ### **Announce 2nd publication into a scientific journals.&#x20;**<mark style="color:blue;">**\[wip]**</mark>
* ### Advanced X scientific detetion debunker <mark style="color:blue;">**\[wip]**</mark>
* ### Whitepaper 3 <mark style="color:blue;">**\[wip]**</mark>


---

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