Sunday, September 27, 2026

Artificial Intelligence Outlook: What Does Future Hold For Revolutionary Technology?

Ruchi Gupta

April 15, 2019

Automation in the automotive industry. Photo by: KUKA Systems GmbH.

Since the turn of the 21st Century, technological innovation has been moving at breakneck speed. Artificial intelligence and its applications in all manner of industries are proving to be the most revolutionary so far. This article focuses on the artificial intelligence outlook and with a particular interest in what the future holds in terms of benefits and risks.

Intelligent machines are popping up everywhere. Talk of intelligent machines taking over human jobs and posing a real security risk is abounding in media and professional circles. However, real interest in the technology and what it has to offer is increasing rapidly whose evidence is the rapidly expanding market. According to Global Market Outlook report for AI, the industry was worth $15.70 billion in 2017. The report further estimated that the market is expanding at 38.8% CAGR and, as such, it will reach $300.26 billion come 2026.

The gains for AI so far

AI, as a technology, gained a lot from the previous waves of technological revolutions, beginning from hardware, software, and then smartphones. As such, AI comes across as an amalgamation of these technologies but with a far-reaching impact.

So far, AI has demonstrated its capability to reduce the burden of performing tasks. For starters, AI is taking up a vital role in manufacturing and construction. A Global Artificial Intelligence in Construction Market Size, Status and Forecast 2018-2025 study shows that the technology is experiencing rising demand.

Interestingly, the technology is also assuming a vital role in almost every groundbreaking gadget and invention today. During this year’s consumer electronics show in Las Vegas, it was evident that AI is set to be the mother of all technologies in the future. Notably, as inventors exhibited self-driving cars, one could not help but notice that AI made the spine of the technology. Further, there were smart speakers which use AI and other smart home devices that make up the Internet of Things (IoT) niche.

Some benefits and risks humans face from AI

Like any other technological revolution, humans will reap both the positives and negatives of AI. Interestingly, AI is transforming manufacturing, for instance, in a way that firms are able to achieve efficiencies that were previously existent only in theories. According to a report, the adoption of AI in the manufacturing space is strong in the automobile industry followed by energy and power. This is driven by the huge benefits that come with automation and working with workers who do not need a rest.

Also, AI is proving very useful in augmenting and enhancing human skills in various sectors. Notably, AI-powered robots are coming in handy as helpers to doctors while performing surgery. Further, AI is finding use in sports where robots help players to optimize their performance.

With every improvement in what AI-powered robots can do comes the sad fact that humans will continue losing their jobs. Given what the machines are capable of in terms of output, employers are increasingly choosing them over human employees. A McKinsey Australia study showed that unemployment rate is bound to increase by 2.5% in Australia by 2030. This conclusion is based on the claim that close to 46% of jobs in the country will be automated by 2030.

Another key point of worry is security. AI poses real risks to humans as recognized in an open letter signed by personalities like Elon Musk, Noam Chomsky and Steve Hawkins among others. For instance, autonomous weapons have been cited as dangerous in that they can be used in assassinating people.

Emerging trends

Artificial intelligence looks like it is just getting started on what it has to offer. An important dynamic that is emerging is that AI is not, in actual sense, a replacement for humans. Notably, several projects are coming up which put humans and intelligent machines together such that efficiency is optimized.

There are significant emerging trends like the gradual departure from deep learning to genetic algorithms and machine reasoning. As such, there is an emergence of new generation AI-powered gadgets like portable AI devices that have personal applications like monitoring heart rate. Further, AI-powered virtual assistants are disrupting legacy industries like B2C interaction.

What we know · the intelligence behind this page
Live from the substrate
What we're seeing
Vertical AI Agents Attract a Funding Wave Across Fintech-Adjacent Industries
A cluster of AI-native startups applying autonomous agents to narrow, operational problems — hotel front-desk staffing (Dextr AI), identity/fraud risk for financial institutions (Baselayer), insurance distribution (Napo, Connie Health, MGT Insurance) — closed seed-to-Series A rounds within days of each other in September 2026, with CB Insights running a coordinated CEO interview series to spotlight them. The pattern points to agentic AI maturing from generic chat tools into vertical, revenue-generating products, with identity verification for AI agents themselves (Baselayer) emerging as a new fintech infrastructure category responding directly to AI-driven fraud risk.
Our read on the data ›
Signals we're tracking
Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
Patterns we're watching ›
Where sources disagree
ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
We flag conflicts openly ›
Recently verified
✓ Checked against the original source
4,984
facts traced to their source — and we flag the ones that don't hold up.
101 entities tracked4,984 facts checked against source5,306 source documents archived
Query this data → isubstrate.com