Blogs -Are Technologists Ready for the Data Commodity of Ambient Intelligence?

Are Technologists Ready for the Data Commodity of Ambient Intelligence?


February 13, 2018

author

Beth Kindig

Lead Tech Analyst

Savvy consumers today are aware that marketers and corporate companies mine personal data from mobile phones and computers, sourced primarily from search engines, social media sites, emails, text messages, and GPS location information. The internet, a free virtual public space idealized in the nineties, has become colonized through a swath of promised conveniences. In the beginning, the lure of free, convenient services for data was enticing.  The improvement in user experience when checking email in the cloud was great enough so as not to elicit questions as to how the emails were handled – such as when Google launched Gmail in 2004, adding a second signal to enrich the profile of search engine users through personally identifiable information. GPS tracking has also since become a powerful method of gathering information on an individual. E-commerce sites advertise by dropping cookies to track online behavior. Thermostats, in a promise to lower heating bills, track data on how people behave inside their homes. But the underpinnings of demand for data by marketers and big corporations remains obscure to most individuals. What is the value of this data and is the digital privacy of individuals a fair trade for the use of internet services and applications?

Ambient Intelligence: A Higher Level of AI Cognition

Many believe that technology’s dominance over privacy is inevitable.  Today, humans in developed countries occupy a mixed digital and physical space, one that is largely driven by automatic collection, trading and analysis of information with little or no effort to protect the fundamental rights and liberties of those who use the technology. As the physical and digital worlds merge, digital privacy is no longer a right, but rather a commodity to be traded and sold – meanwhile, physical privacy continues to be protected.

Technology is simply moving faster than policy mechanisms, and this allows technologists to impose their own rules. Big data has fueled a sharp uptick in data mining and profiling with the intent to predict human behaviors and preferences. A White House report released in October 2016 notes that big data is actually the precursor to artificial intelligence and that the availability of big data from e-commerce, businesses, social media, and science have “…provided the raw material for dramatically improved machine learning approaches and algorithms.”

Once interoperability evolves for the many facets of the Internet of Things, along with a higher level of AI cognition, ambient intelligence will emerge. In a world of ambient intelligence, devices work seamlessly to carry on life activities using information and devices hidden in the network. The devices will grow smaller and become more integrated into the environment. Imagine an AI-powered assistant delivering products and services to you the instant they are required; whether it’s a ride when you leave the airport, replacing the groceries you’ve eaten earlier in the week, or ordering your drycleaning. The point for the bots and sensors will be to learn and know as much about your personal habits as possible to increase convenience.

Clearly, technologists have some responsibility that is absent from the current discussion on AI and ambient intelligence. The general population may not demonstrate substantial concern (or understanding) to change its behavior or modify its choices, but that doesn’t mean that these mechanisms should go unchecked.  Higher order thinking makes the case that people (and society) need more control over personal information, including any machines placed to observe, construct or produce knowledge on an individual.

 

What is the Value of Privacy – and do Consumers care?

“Control over personal information is control over an aspect of the identity one projects to the world, and the right to privacy is the freedom from unreasonable constraints on the construction of one’s own identity.” –Philip Agre

Gartner predicts that by 2018, 50 percent of business ethics violations will occur because of the improper use of big data and analytics.  At the same time, some companies have railed against this, taking steps to distinguish themselves under a banner of data ethics.  Services such as Whatsapp and Signal have shunned data collection entirely by using end-to-end encryption. This decision has helped eliminate potential liability in handling sensitive, personal data, because it simply isn’t retained.

However, not every company can grow – let alone survive – without some level of data science. Big data is the fuel source even as the “engines” such as mobile, artificial intelligence and ambient intelligence become more sophisticated and subtle in their operations. In this case, data platforms are driving these decisions, and those that have a policy for privacy ethics will statistically deliver more value as marketers, startups and corporate companies alike need to connect with consumers without creeping them out.

These proactive decisions can help to sway the perspective of consumers, especially in a competitive space. According to a study by The University of Pennsylvania, more than half of Internet users are concerned about protecting privacy, but feel it may be too late. According to Pew, 74% of Americans say it is “very important” to be in control of their personal information. Meanwhile, according to Chapman University, Americans’ number-one fear is of man-made disasters (e.g., terrorist attacks).  A close second is the tracking of personal data by government and corporations, outranking concerns about crime, the environment and natural disasters.

At this point, to say that consumers “do not care about privacy” is to dodge the ethical responsibility that comes with collecting data. As technology advances to include our immediate surroundings, the discussion around big data deepens as it may affect identity and lessen autonomy. In the future, those who handle data as an intermediary– which means delivering the necessary data to first-party companies while buffering and protecting the information collected on consumers – will fare better professionally than those who approach sensitive information like a commodity.

head bg

More To Explore

Newsletter

3D rendering of a glowing gold Bitcoin logo emerging from a grid of raised digital blocks with illuminated edges highlighting the Bitcoin symbol.

Bitcoin After the Cycle Peak: What Comes Next and How We’re Positioning

Bitcoin rarely rewards narrative-based investors for long. Time and again, it has shown a habit of reversing its dominant trend against the prevailing story of the moment. A large portion of the I/O F

February 13, 2026
A glowing gold S&P 500 line chart trending downward, with Magnificent Seven tech icons below.

S&P 500 Outlook 2026: Rising Volatility Risk and Key Support Levels

Since November 2021, when the equal-weight Mag 7 Index does not confirm a new high in the S&P 500, it has been a reliable signal of a weakening market environment. A similar divergence is occurring to

February 05, 2026
TSMC semiconductor manufacturing facility (fab) with the company logo on the building.

The Future of AI Stocks? TSMC Commentary Suggests AI Megatrend

TSMC is one of the least sensational management teams in the AI stocks space, yet management explicitly called AI a multi-year “megatrend” in their most recent earnings call, with demand now being pul

January 29, 2026
2026 Big Tech AI strategy comparison: Apple, Amazon, Google, Meta, and Microsoft transitioning to AI infrastructure monetization.

The $530 Billion AI Question: Which Big Tech Stock is Winning?

Big Tech is expected to invest $530 billion for building AI infrastructure in 2026, while the path to near-term monetization remains a question mark. As investor scrutiny around capital expenditure in

January 22, 2026
A futuristic city designed like a glowing circuit board, with the Palantir logo at the center.

Palantir Stock 2026 Forecast: Is Its High Valuation Sustainable?

Palantir’s stock has defied gravity, delivering steady performance that no other AI software stock has come close to matching (yet). For investors, the Palantir thesis is two-fold: the company must co

January 15, 2026
A high-impact graphic titled "Top 10 Tech Stocks of 2025" featuring a grid of futuristic technology icons including microchips, digital circuits, and AI data nodes.

Top 10 Tech Stocks of 2025: How the AI Trade Defied the Skeptics

The stock market in 2025 was a high-stakes tug-of-war between geopolitical tensions and the AI trade. Headlines were dominated by the DeepSeek fears, trade wars, tariffs, and persistent whispers of th

January 08, 2026
I/O Fund analyst team with a graphic promoting “The Best of I/O Fund’s Free Newsletter in 2025,” showing an upward chart and market-themed background.

Nvidia & Beyond: I/O Fund’s Best Free AI Stock Research in 2025  

We describe our newsletter as “free,” however the resources required to produce the research behind our weekly analysis are substantial. Delivering early, actionable insights consistently—and making t

December 31, 2025
A Fox Business live interview features Beth Kindig, Lead Tech Analyst at I/O Fund, discussing NVIDIA.

AI Stocks & Nvidia: I/O Fund’s 2025 Tech Media Highlights

As we close out a defining year for tech, we’re proud to share a few media moments where our theses met the mainstream. We are grateful that our readers trust us to cut through the noise - and we want

December 23, 2025
Meta logo glowing on a futuristic microchip with neon circuitry and rising stock chart, symbolizing AI growth and monetization.

The AI Revenue Leader Nobody Is Talking About—Second Only to Nvidia Stock

Meta’s stock sits at the center of the AI spending debate, as Big Tech continues to shock markets with outsized AI-driven capital expenditures. What is being overlooked is that Meta’s stock is already

December 18, 2025
Nvidia, Broadcom (AVGO), and AMD AI Accelerator Chips Comparison

Broadcom Stock: The Silent Winner in the AI Monetization Supercycle

The AI accelerator market will inevitably widen beyond Nvidia’s GPUs - the keyword is widen. More players will sell more AI systems as the market expands, and that growth supports both the clear leade

December 11, 2025
newsletter

Sign up for Analysis on
the Best Tech Stocks


Copyright © 2010 - 2026