Go to the list of all blogs
Allana's Avatar
published in Blogs
Feb 21, 2021
How Artificial Intelligence Can Enhance Human Intelligence

How Artificial Intelligence Can Enhance Human Intelligence

Artificial intelligence may be real, but that doesn’t mean every claim about its future potential is true. The lack of a regulatory body for the growing AI startup ecosystem means there is no way to know if companies are making verifiable statements about what their services can or cannot provide.

One of these key statements that cannot be verified: ‘AI will effectively replace human intelligence.’ Not the case, at least for now. AI’s current iteration works best as a performance-enhancing tool, maximizing efficiency and filling in blanks in human ability.

In this way, artificial intelligence can be best described as “augmented intelligence.” Modern AI is best suited for tasks predicated on data analysis. It can automate repetitive tasks, using data labelled by humans to predict future outcomes; it can also enhance human decision-making after analyzing information using human-created algorithms. But it is years away from replacing humans and their abilities. Instead, it leverages their strengths and minimizes their weaknesses.

Most internet users have encountered a chatbot of some sort, likely in a customer service setting. Chatbots are often transparent, unable to replicate truly human interaction. This is natural, as emotional intelligence is difficult to teach machines – human qualities like empathy, morality, and intuition are difficult to quantify as data. But AI can be used to augment customer service in different ways. A company called RapportBoost is using AI to empower customer service representatives by analyzing conversation variables, testing them in different scenarios, and then reverse-engineering conversations to give recommendations to live customer service agents. This advice can then be used in training and applied case-by-case, maximized by human ability.

 

 

Other companies are using augmented intelligence to tackle a variety of problems. CognitiveScale is an Austin, Texas-based software developer who bills their Cognitive Cloud software offerings as “a new class of big data interpretation and machine learning systems, which accelerate decision making, enhance customer engagement and improve employee productivity.” The service analyzes huge amounts of data from various sources (including images, texts, videos, and more), which users can evaluate and use to act.

Machine learning needs data to function, and its predictive abilities go far beyond humans. Humans, however, can look beyond data for insights. This is augmented intelligence in a nutshell – machine and human, each with unique attributes and strengths, working together towards a single purpose. A day may come where machines can replace humans but until it does, augmented, not artificial, intelligence can most accurately describe the technology we see in action.

Interested in How Artificial Intelligence Can “Augment” the Way You Invest?

Hedge funds and large institutional investors today are using Artificial Intelligence to analyze large data sets for investment opportunities, and they have also unleashed AI on charts to discover patterns and trends. Not only can the AI scan thousands of individual securities and cryptocurrencies for patterns and trends, and it generates trade ideas based on what it finds. In this sense, hedge funds have had a distinct advantage over retail investors for some time now.

Not anymore! Tickeron has launched a new investment platform that allows everyday users to unleash the power of AI in the markets. Tickeron’s platform is designed to give retail investors access to sophisticated AI for a multitude of functions:

And much more. No longer is AI just confined to the biggest hedge funds in the world. It can now be accessed by everyday investors. Learn how on Tickeron.com.


Contributor

Allana's AvatarAllana|Expert

Financial analyst and market blogger with expertise in equity research, fundamental analysis, and macroeconomic trends. I regularly publish coverage on individual stocks, ETFs, and sector developments — combining rigorous financial analysis with clear, engaging writing for a broad investment audience.


Interact to see
Advertisement
The Bitwise Solana Staking ETF (BSOL) advanced roughly 18% over the trailing 30 days, closely tracking a sharp rally in Solana (SOL). The move extends a broader recovery, with BSOL up approximately 77% over the past three months from its mid-2026 trough.
MSTY is an actively managed single-stock option income ETF (exchange-traded fund) that writes call options on Strategy (MSTR), formerly MicroStrategy, to generate current income. The portfolio is anchored by U.S. Treasury bills and MSTR option contracts rather than a diversified basket of equities, concentrating exposure in one volatile underlying.
AMDL has surged roughly +64% over the past 30 days, from about $47.59 to $78.10, mirroring a powerful rally in its sole underlying stock, AMD . The fund is a leveraged single-stock ETF (exchange-traded fund) designed to deliver 2x the daily return of AMD, amplifying both gains and losses.
TSMX, a 2x daily leveraged single-stock ETF (exchange-traded fund), rose roughly +19% over the trailing 30 days, rebounding sharply from mid-September lows. The fund seeks 200% of the daily return of TSM (Taiwan Semiconductor Manufacturing), meaning its moves are roughly double the underlying stock's daily swings.
Contracted revenue anchor: A roughly $3.2 billion, seven-year LNG (liquefied natural gas) supply agreement with Puerto Rico has received final approval, providing multi-year cash-flow visibility if execution stays on track. Project pipeline inflection: Upcoming milestones include the Barcarena and PortoCem power plants in Brazil, a potential Gás Sul terminal restart, and optimization of the company's modular "Fast LNG" (FLNG) liquefaction fleet.
AMD (Advanced Micro Devices) designs central processing units (CPUs), graphics processing units (GPUs), and AI accelerators, while LRCX (Lam Research) supplies the wafer-fabrication equipment used to build advanced chips. AMD has delivered strong double-digit revenue growth on AI data-center demand, but its shares trade with elevated expectations that can trigger sharp reactions around earnings.
Origination momentum: Velocity Financial enters 2026 off record annual originations of roughly $2.7 billion (up about 48%), positioning it to keep gaining share in a fragmented investor-loan market. Credit normalization is the central watch item: Nonperforming loans fell toward the 8.5% range of portfolio unpaid principal balance (UPB), but asset quality remains the primary swing factor for earnings.
Turnaround milestone ahead: Management has pointed to reaching cash generation in 2027, making the pace of cost discipline and margin recovery the central question for the stock forecast. Fresh capital supports execution: A recently announced $45.5 million equity financing, with participation from management and a single institutional investor, strengthens the balance sheet as the company funds its transformation.
NFE closed at $5.51, down -6.13% during Tuesday's regular session, extending a slide that has pushed shares near a 52-week low. Primary catalyst: the company disclosed its Fast LNG unit is offline after a gas-turbine mechanical failure, with return to service not expected until Q4.
The central $11 target is the arithmetic mean of four verified analyst price targets, rounded from roughly $10.75. With the stock near $2.06, reaching $11 would require an upside of more than 400%, an extremely large move.
The $23 central target is the rounded arithmetic mean of four verified analyst price targets, which average $23.25. The latest verified price is around $9.57, meaning the target implies roughly 140% upside—a very large move.
NXH closed down -11.17% (-$0.23) to $1.83 on Oct 6, the most recent regular session, extending a steep two-day decline. Selling continued as investors digested the mutual termination of the Fathom Holdings merger and a dilutive $45.5M registered direct offering of ~16.5M shares at $2.76.
AMD is a large-cap designer of CPUs (central processing units) and GPUs (graphics processing units) competing directly with Nvidia in the AI accelerator market, while FORM is a small-cap provider of semiconductor test and measurement equipment, primarily probe cards. AMD's narrative has been driven by multi-billion-dollar hyperscaler deals, while FORM's has been powered by record revenue and sharp margin expansion tied to high-bandwidth memory (HBM) demand.
AMD has surged roughly 200% year to date, crossing a $1 trillion market capitalization on AI data-center demand and a "CPU renaissance" narrative. KLAC has gained about 71% year to date, supported by record process-control revenue and rapid growth in advanced packaging for AI chips.
AMD is a large-cap semiconductor designer riding explosive AI compute demand, while ENTG is a mid-cap supplier of materials and purity solutions that feed the same AI-driven chip cycle. AMD recently crossed a $1 trillion market capitalization on surging data center revenue, whereas ENTG operates at a far smaller scale (roughly $23 billion) with steadier, double-digit growth.
VELO closed Tuesday at $9.57, unchanged (+0.00%) from the prior session, with the move occurring during regular market hours. The flat close marked stabilization after Monday's -14.5% plunge, when shares fell to $9.57 from $11.20 following disclosure of CFO James Suva's departure.
The $8 target used here is a technical, publicly discussed recovery objective — not an analyst consensus — because legacy analyst price targets were set before NFE's restructuring and reverse stock split. New Fortress Energy Inc. ( NFE ) trades near $5.51, so reaching $8 implies a roughly 45% advance.
AVBP plunged -46.98% during Tuesday's regular session, closing at $15.09 versus $28.46, marking its worst single-day decline on record. The catalyst was the Phase 3 FURVENT trial of firmonertinib failing its primary endpoint—progression-free survival—in first-line EGFR exon 20 insertion non-small cell lung cancer.
Upcoming catalyst: The company's next earnings release is estimated for November 6, 2026, which should offer fresh detail on its SKY token holdings, staking rewards, and treasury strategy. Strategic positioning: SDEV is an on-chain holding company providing public-market exposure to the Sky protocol ecosystem, with SKY as its core digital asset and a stated focus on the stablecoin economy.
Different roles in the chip ecosystem: AMAT is a materials-engineering and deposition leader, while KLAC dominates process control, inspection, and yield management. Momentum favors AMAT: AMAT shares have more than doubled this year, while KLAC has recently pulled back roughly 9% in a month on margin and execution concerns.
How Artificial Intelligence Can Enhance Human Intelligence