AskApollo vs DeepSeek
Open-source generative AI tools are on the rise with popular ones like ChatGPT, Gemini and DeepSeek getting a lot of attention. These models are amazing for streamlining our personal lives but they are prone to several serious errors and security risks for organisations; which we’ll explore today.
It’s impossible to put the genie back into the bottle and simply instructing your team to avoid these tools without providing a viable alternative is not only unrealistic, but puts your efficiency & competitiveness at risk. Such an extreme approach to AI also isn’t necessary when closed and proprietary systems like ours are available. So, let’s compare AskApollo vs DeepSeek and learn what use cases are appropriate for each solution.
What are the main risks of open-source AI tools?
The first, most obvious risk is to your data security. Then you have the issue of hallucinations, human oversight and AI bias. Lastly, there are concerns about access control and what that would mean for your regulators.
Let’s explore each in detail:
Data security risks
When your team uses an open-source AI, you have no view of who can access the data in transit or how it will be stored and used in the future. These tools are new and we have a limited understanding of what happens to IP that enters their databases. Even if they have good policies in place, prompt injection attacks can circumvent these and give bad actors access to your information. This is one of the largest risks of allowing unrestricted AI use. It can open your organisation up to GDPR and other data privacy violations en masse.
Hallucinations, human oversight and issues with AI bias
A proprietary AI system will have appropriate guard rails, use relevant training data and have reasonable human oversight for decisions baked into each interaction. When you use our AskApollo solution, your query is processed in a walled, safe environment that won’t give erroneous answers, make decisions alone or skew towards an irrelevant mean. That’s because the training data is verified and all query responses are appropriately limited. When you use a system like DeepSeek or another open-source gen AI, you’re polling the entirety of the internet – legitimate and illegitimate sources alike.
Access control concerns
And lastly, when you have a proprietary system hosted on-site or within your own secure cloud infrastructure; you can maintain the correct level of Zero Trust access. This type of “presume no access” policy is becoming the norm with regulatory bodies. Futureproofing your processes and team’s tools now by installing a proprietary AI platform like AskApollo instead of using an open-source tool will ensure you’re meeting your obligations into the future as well.
We’re recommending AskApollo vs DeepSeek for most use cases where you want a secure AI to evaluate critical data to solve real-world problems. If you’d like more information or a confidential discussion on how our platform could support your organisation, please get in touch.