Artificial intelligence is getting a lot of attention in the business world, making its mark in almost every industry along the way. Information about new developments seems to pour in endlessly, creating a challenge when it comes to truly seeing what is happening in AI today. To help you see through the onslaught of news, here are some of the latest trends in the field and what they can mean for your company.
Almost every organization is watching the AI trend, but few have started the process of implementing solutions that take advantage of the technology. Much of this delay is related to the need for a highly specialized skill set to bring in these systems. Professionals with the required background aren’t readily available and obtaining the necessary skills isn’t a small task. However, there are new frameworks being developed that look to ease the burden associated with implementing and supporting these systems. Howdy’s Slack Bot and Facebook’s Wit.ai are both bringing point-and-click systems to developers, making the creation and customization of AI systems easier to manage.
Other tools also aim to simplify the implementation of deep learning models. Options like TensorFlow, Keras, and Bonsai are just some of those looking to bring more advanced AI capabilities to a wider market. Cloud platforms are also lightening the load on business eliminating internal infrastructure concerns. Collectively, this makes AI more accessible to all.
General purpose AI solutions are still something to look forward to in the future. Now, highly specialized systems are the standard, working to manage specific tasks or function in defined niches. While these targeted solutions aren’t viable across all industries, the cumulative efforts have a wide variety of sectors well covered. Organizations operating in such diverse areas as banking, healthcare, security, and production can all expect AI systems designed specifically for their needs, making them exciting developments for increasing the speed of business.
Data overload is a real issue for some companies, especially as they take advantage of the information provided through IoT and other mechanisms. While businesses want to harness the power of their data, overflowing amounts of information make it difficult to find value in the data. AI systems are being designed specifically to alleviate this issue, allowing for more efficient processing and parsing of information. Structured data extraction, natural language understanding, information cartography, and automatic summarization are all being considered for their information management capabilities and may make data overload a non-issue in the future.
As AI technologies become more robust, their ability to communicate with people improves. Developers are focusing attention on improving the emotional intelligence of systems, helping them interpret human speech more effectively based on word choice and even tone.
It is important to keep in mind that AI is still evolving, including in all of the areas above. Advances are being regularly made, but it will take additional time before these solutions can fully replace certain human interactions. Additionally, it takes a significant amount of IT talent to keep these systems functioning as they need to in order to provide the necessary value. If you are looking for professionals with AI skills to join your team, the recruiters at The Armada Group have the connections to find the ideal candidates. Contact us to discuss your needs today and see how our services can work for you.