Every paper, finding, page and topic that informs AdaptAI is linked here. Search to find an idea, click a result, and the graph below shows what it connects to. The full graph is hidden by design — exploration happens locally, one node at a time.
Search for a paper, topic or page on the left, then click a result to render its local graph.
Last Updated: May 16, 2026
By accessing and using AdaptAI.org.uk ("the Website"), you accept and agree to be bound by these Terms and Conditions. If you do not agree to these terms, please do not use the Website.
AdaptAI provides educational resources and informational tools to help UK workers understand the potential impact of artificial intelligence on their jobs and industries. The Website is operated by Robert Marsh.
You agree to use the Website only for lawful purposes and in a manner that does not infringe the rights of, restrict, or inhibit anyone else's use and enjoyment of the Website. Prohibited activities include:
All content on this Website, including text, graphics, logos, images, data compilations, and software, is the property of AdaptAI or its content suppliers and is protected by UK and international copyright laws. The AdaptAI name and logo are trademarks of AdaptAI.
You may view, download, and print content from the Website for personal, non-commercial use only, provided you keep all copyright and proprietary notices intact.
Important Disclaimer: The AI Job Impact Calculator is an educational and informational tool only. It is not professional career advice, employment guidance, or a guarantee of future job security or automation levels.
The calculator provides estimates based on research data and should be used as a starting point for understanding AI's potential impact on work. Results are:
The Website and all content are provided "as is" without any warranties of any kind, either express or implied, including but not limited to:
To the fullest extent permitted by law, AdaptAI and its operators shall not be liable for any:
You acknowledge that you use the Website and its tools at your own risk and are solely responsible for any decisions made based on the information provided.
The Website may contain links to third-party websites and resources, including LinkedIn posts tagged with #AdaptAI. These links are provided for your convenience only. AdaptAI has no control over the content of these sites and accepts no responsibility for them or for any loss or damage that may arise from your use of them.
The Website displays LinkedIn posts using the #AdaptAI hashtag, which are created by third parties. AdaptAI does not endorse, verify, or take responsibility for the accuracy or content of these posts. Views expressed in user posts do not represent the views of AdaptAI.
AdaptAI reserves the right to:
Continued use of the Website after changes constitutes acceptance of the modified terms. Please check this page regularly for updates.
These Terms and Conditions are governed by and construed in accordance with the laws of England and Wales. Any disputes relating to these terms shall be subject to the exclusive jurisdiction of the courts of England and Wales.
If any provision of these Terms and Conditions is found to be invalid or unenforceable, the remaining provisions shall continue in full force and effect.
If you have any questions about these Terms and Conditions, please contact us via LinkedIn:
Last Updated: May 16, 2026
AdaptAI ("we", "us", "our") is committed to protecting your privacy. This Privacy Policy explains how we handle information when you use AdaptAI.org.uk ("the Website").
This policy complies with the UK General Data Protection Regulation (UK GDPR) and the Data Protection Act 2018.
Data Controller: Robert Marsh, operating AdaptAI.org.uk
Contact: linkedin.com/in/robertmarshii
Personal Data: We do not collect, store, or process any personal data. The Website does not:
Local Storage: We use your browser's local storage (not cookies) to save your accessibility preferences:
This data is stored only on your device and is never transmitted to our servers or any third parties.
Our legal basis for using local storage is legitimate interest under Article 6(1)(f) of the UK GDPR. We have a legitimate interest in providing accessibility features to improve user experience, and this processing does not override your rights and freedoms as no personal data is involved.
Google Fonts: The Website uses Google Fonts to display typography. When you visit the Website, your browser may load fonts from Google's servers (fonts.googleapis.com and fonts.gstatic.com). This may involve:
We do not control Google's data collection. For information about how Google handles data, please see Google's Privacy Policy.
LinkedIn Posts: The Website displays public LinkedIn posts tagged with #AdaptAI. These posts are fetched from LinkedIn via an API. We do not store or process any LinkedIn user data. All displayed content is public and posted by LinkedIn users voluntarily.
The accessibility preferences stored in local storage are used solely to:
We do not use this information for any other purpose, and it is never shared with third parties.
Your accessibility preferences remain in your browser's local storage until you:
We do not control the retention period as the data is stored locally on your device.
Because we do not collect personal data, most GDPR rights do not apply. However, you have the right to:
ICO Contact:
Website: ico.org.uk
Phone: 0303 123 1113
Since we do not collect or store personal data on our servers, there is no centralized data that could be compromised. Your accessibility preferences are stored securely in your browser's local storage, which is isolated from other websites and protected by your browser's security features.
The Website is not directed at children under 13 years of age, and we do not knowingly collect information from children. If we become aware that information from a child under 13 has been collected, we will take steps to delete it.
As we do not collect personal data, there are no international data transfers. Google Fonts servers may be located outside the UK, so your IP address may be transferred to Google's international servers. Please refer to Google's Privacy Policy for details on their data transfers.
We may update this Privacy Policy from time to time. Any changes will be posted on this page with an updated "Last Updated" date. We encourage you to review this policy periodically.
If you have any questions about this Privacy Policy or how we handle data, please contact us:
Last Updated: May 16, 2026
Cookies are small text files that websites place on your device to store information about your preferences and browsing activity. They help websites remember information about your visit, making your experience more efficient and personalized.
Good News: AdaptAI does not use traditional cookies. Instead, we use your browser's local storage to save your accessibility preferences. Local storage works similarly to cookies but:
We store only two pieces of non-personal information in your browser's local storage:
| Item | Purpose | Type | Duration |
|---|---|---|---|
fontSize |
Remembers your preferred text size (small, normal, large, or extra large) | Strictly Necessary | Until you clear browser data or reset preferences |
darkMode |
Remembers whether you've enabled dark mode | Strictly Necessary | Until you clear browser data or reset preferences |
These are classified as "strictly necessary" because they enable accessibility features that you have explicitly chosen.
Google Fonts: We use Google Fonts to display typography on the Website. When you visit, your browser loads fonts from Google's servers (fonts.googleapis.com and fonts.gstatic.com). Google may set cookies or use similar technologies for font delivery. We do not control these cookies.
For information about Google's cookie usage, see Google's Cookie Policy.
AdaptAI does NOT use:
We believe in privacy-first web design and do not track your behavior across the internet.
Under UK law (Privacy and Electronic Communications Regulations - PECR), websites must obtain consent before setting non-essential cookies. However:
By using the Accessibility Options and selecting font size or dark mode, you are actively requesting these features, which constitutes implicit consent for storing those preferences locally.
Clear AdaptAI Preferences:
Clear All Browser Data:
Block Third-Party Cookies (Google Fonts):
Note: Blocking third-party cookies may affect font loading and website appearance.
Some browsers allow you to send a "Do Not Track" signal. Since AdaptAI does not use tracking cookies or analytics, we respect your privacy by default and do not track your activity regardless of DNT settings.
We may update this Cookie Policy if we change how we use cookies or local storage. Any changes will be posted on this page with an updated "Last Updated" date.
If you have questions about our use of cookies or local storage, please contact us:
