MENU
Go to the list of all blogs
Allana's Avatar
published in Blogs
Mar 05, 2021

MIT scientists say computers are the future of agriculture

The word ‘agriculture’ connotes certain images: workers toiling under the sun, vast fields of crops, tractors, and plows. It’s a world apart from shiny Silicon Valley, but technology has always been as integral to agriculture as any other sector, where new equipment and techniques can maximize efficiency, safety, and crop yield. Now gleaming computers and dusty fields are merging – and potentially changing agriculture as we know it.

A team of researchers from MIT Media Lab’s Open Agriculture Initiative published a paper detailing a recent study where machine learning algorithms were used to optimize growing conditions for basil plants (with an eye on more expansive future use cases). The burgeoning field – called “cyber agriculture” by the scientists – combines a variety of disciplines to grow the most flavorful, disease-resistant crops possible in a given environment.

“Our goal is to design open-source technology at the intersection of data acquisition, sensing, and machine learning, and apply it to agricultural research in a way that hasn’t been done before,” says Open Agriculture director and MIT Media Lab principal research scientist Caleb Harper. “We’re really interested in building networked tools that can take a plant’s experience, its phenotype, the set of stresses it encounters, and its genetics, and digitize that to allow us to understand the plant-environment interaction.”

Open Agriculture performs the studies in its warehouse headquarters at MIT-Bates Laboratory. Inside are specially-retrofitted shipping containers, designed “so that environmental conditions, including light, temperature, and humidity, can be carefully controlled.” The ability to artificially control conditions in these “food computers” has already yielded unexpected insight – the researchers’ initial study of basil plants revealed the plants had the best flavor after being exposed to round-the-clock light. “You couldn’t have discovered this any other way,” said John de la Parra, one of several co-authors of the study and an OpenAg research lead.

The burgeoning field of cyber agriculture has long suffered from siloed information, making MIT’s commitment to open-source tools especially significant. Equally so is their use of machine-learning algorithms, developed in conjunction with Cognizant, that “evaluated millions of possible combinations of light and UV duration, and generated sets of conditions that would maximize flavor, including the 24-hour daylight regime.”

Researchers have now set their sights on “developing basil plants with higher levels of compounds that could help to combat diseases such as diabetes” without any genetic modification while continuing to explore the effects of different environmental features. De la Parra calls the paper “the archetype” for future large-scale applications of the tools, as well as an opportunity to study climate change adaptation in far quicker, controlled ways than in nature. More insight will surely be gleaned from further study, but initial returns are clear: the future of agriculture may very well mix analog and digital realms for the best results.

Looking for Fresh Investment Ideas? See How Algorithms and A.I. Can Help

Want to invest and/or diversify your portfolio but unsure where to start? Artificial Intelligence can help! Tickeron has developed user-friendly Artificial Intelligence tools to help new and experienced investors generate investment ideas. Tickeron’s A.I. is capable of evaluating a portfolio and providing a “Diversification Score,” to tell the user how well-diversified their portfolio is. It can also generate investment ideas for a user’s 401(k) plan – even if you’re just getting started! The A.I. will give you ideas based on your risk tolerance, investment objectives, and the investment options available.

Tickeron’s new financial website is available to beginners, intermediate investors, and even experts and advisors. Explore tickeron.com today.

Related Ticker: IYW

IYW's RSI Indicator ascending out of oversold territory

The RSI Indicator for IYW moved out of oversold territory on November 21, 2025. This could be a sign that the stock is shifting from a downward trend to an upward trend. Traders may want to buy the stock or call options. The A.I.dvisor looked at 22 similar instances when the indicator left oversold territory. In of the 22 cases the stock moved higher. This puts the odds of a move higher at .

Price Prediction Chart

Technical Analysis (Indicators)

Bullish Trend Analysis

The Stochastic Oscillator suggests the stock price trend may be in a reversal from a downward trend to an upward trend. of 54 cases where IYW's Stochastic Oscillator exited the oversold zone resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are .

The Momentum Indicator moved above the 0 level on November 28, 2025. You may want to consider a long position or call options on IYW as a result. In of 78 past instances where the momentum indicator moved above 0, the stock continued to climb. The odds of a continued upward trend are .

Following a 3-day Advance, the price is estimated to grow further. Considering data from situations where IYW advanced for three days, in of 370 cases, the price rose further within the following month. The odds of a continued upward trend are .

IYW may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.

Bearish Trend Analysis

The Moving Average Convergence Divergence Histogram (MACD) for IYW turned negative on November 05, 2025. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 47 similar instances when the indicator turned negative. In of the 47 cases the stock turned lower in the days that followed. This puts the odds of success at .

IYW moved below its 50-day moving average on November 17, 2025 date and that indicates a change from an upward trend to a downward trend.

The 10-day moving average for IYW crossed bearishly below the 50-day moving average on November 20, 2025. This indicates that the trend has shifted lower and could be considered a sell signal. In of 16 past instances when the 10-day crossed below the 50-day, the stock continued to move higher over the following month. The odds of a continued downward trend are .

Following a 3-day decline, the stock is projected to fall further. Considering past instances where IYW declined for three days, the price rose further in of 62 cases within the following month. The odds of a continued downward trend are .

The Aroon Indicator for IYW entered a downward trend on November 28, 2025. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.

Notable companies

The most notable companies in this group are NVIDIA Corp (NASDAQ:NVDA), Apple (NASDAQ:AAPL), Alphabet (NASDAQ:GOOG), Alphabet (NASDAQ:GOOGL), Microsoft Corp (NASDAQ:MSFT), Broadcom Inc. (NASDAQ:AVGO), Meta Platforms (NASDAQ:META), Oracle Corp (NYSE:ORCL), Advanced Micro Devices (NASDAQ:AMD), International Business Machines Corp (NYSE:IBM).

Industry description

The investment seeks to track the investment results of the Russell 1000 Technology RIC 22.5/45 Capped Index. The fund generally will invest at least 80% of its assets in the component securities of its underlying index. The underlying index measures the performance of the technology sector of the U.S. equity market, as defined by FTSE Russell. The fund is non-diversified.

Market Cap

The average market capitalization across the iShares US Technology ETF ETF is 219.28B. The market cap for tickers in the group ranges from 492.78M to 4.3T. NVDA holds the highest valuation in this group at 4.3T. The lowest valued company is ANGI at 492.78M.

High and low price notable news

The average weekly price growth across all stocks in the iShares US Technology ETF ETF was 5%. For the same ETF, the average monthly price growth was -6%, and the average quarterly price growth was 26%. AVGO experienced the highest price growth at 18%, while NTNX experienced the biggest fall at -17%.

Volume

The average weekly volume growth across all stocks in the iShares US Technology ETF ETF was -59%. For the same stocks of the ETF, the average monthly volume growth was -52% and the average quarterly volume growth was -65%

Fundamental Analysis Ratings

The average fundamental analysis ratings, where 1 is best and 100 is worst, are as follows

Valuation Rating: 59
P/E Growth Rating: 56
Price Growth Rating: 56
SMR Rating: 57
Profit Risk Rating: 66
Seasonality Score: 30 (-100 ... +100)
View a ticker or compare two or three
IYW
Daily Signal:
Gain/Loss:
Interact to see
Advertisement
A.I.Advisor
published price charts
These past five trading days, the ETF lost 0.00% with an average daily volume of 0 shares traded.The ETF tracked a drawdown of 0% for this period.
A.I. Advisor
published General Information

General Information

Category Technology

Profile
Fundamentals
Details
Category
Technology
Address
iShares Trust400 Howard StreetSan Francisco
Phone
1-800-474-2737
Web
www.ishares.com
Interact to see
Advertisement
Learn how to identify the four key market phases—Accumulation, Uptrend, Distribution, and Downtrend—and strategically trade each using Tickeron’s AI-powered Double Agent system. Discover how adaptive automation helps maximize gains and minimize risk across all market conditions.
#investment#artificial_intelligence
Learn how to identify the four key market phases—Accumulation, Uptrend, Distribution, and Downtrend—and strategically trade each using Tickeron’s AI-powered Double Agent system. Discover how adaptive automation helps maximize gains and minimize risk across all market conditions.
#artificial_intelligence#trading
Tickeron, a leader in AI-powered financial solutions, proudly announces the launch of its Double Agent Trading Bot, designed for trading Carpenter Technology Corporation (CRS) and Direxion Daily Semiconductor Bear 3x Shares (SOXS).
#artificial_intelligence
Apple Inc. (AAPL), a global leader in consumer electronics, continues to be a cornerstone of the technology sector, driving innovation and commanding significant market attention.
#artificial_intelligence
NVIDIA’s earnings on May 28 could jolt the tech sector. With market volatility rising, traders are turning to Tickeron’s AI Agent for real-time insights, predictive analytics, and dual-strategy trading tools to navigate potential price swings and seize market opportunities.
#artificial_intelligence
As the DOJ and FTC move to break up Google’s search dominance and impose AI investment oversight, the tech giant faces a pivotal legal battle that could reshape the digital and AI landscapes—creating major implications for investors, competitors, and consumers alike.
#artificial_intelligence
GameStop (GME) continues to captivate investors with its explosive volatility and strong retail sentiment. As AI tools highlight bullish signals and a possible breakout, traders weigh the risks of speculation against the potential rewards in May 2025.
#artificial_intelligence
Mastercard (MA) continues to impress investors with strong earnings, rising digital payments, and bullish AI-driven signals. Backed by robust financials and cutting-edge trading tools from Tickeron, MA stands out as a leader in the fintech space for 2025.
From Walmart's retail resilience to Exxon Mobil's energy strength, May 2025 highlights key market movers. Discover how Tickeron’s AI bots analyze WMT, IVW, COST, and XOM—uncovering trends, boosting trading strategies, and navigating market volatility with precision.
#trading#artificial_intelligence
A powerful recession signal is flashing red: the Leading/Lagging Ratio has plunged to levels not seen since 2008. As markets grow turbulent, smart investors are turning to Tickeron’s AI trading agents to spot opportunities and stay ahead of the downturn.
#trading#artificial_intelligence
AI trading bots are no longer just experimental—they’re outperforming traditional strategies. Discover how bots trading ITA, TSM, META, and others achieved over 40% annual returns and what this means for the future of investing.
FingerMotion (FNGR) is making waves in 2025 with a 52% stock surge, strategic AI expansion into Indonesia, and strong retail momentum. Learn how traders are using correlation analysis, inverse ETFs, and Tickeron’s AI tools to navigate FNGR’s dynamic moves.
#artificial_intelligence#trading
Ferrari (RACE) is accelerating in 2025 with a 25% YTD gain, strong earnings, and bullish momentum fueled by innovation and Lewis Hamilton’s F1 move. Discover how Tickeron’s AI tools help traders capitalize on this luxury stock’s high-performance potential.
Intel’s stock is down 64%, but a bold turnaround under new CEO Lip-Bu Tan and the upcoming 18A chip rollout could spark a rebound. This article explores Intel’s financials, strategic shifts, and how AI tools from Tickeron help traders navigate the volatility.
#artificial_intelligence
Dogecoin (DOGE) fell 12.78% in five days, rattled by whale activity, Musk headlines, and ETF rumors. Is a breakout coming—or more downside? Explore key trends, technical levels, and how Tickeron’s AI bots help traders navigate DOGE’s next move.
The week of June 2-6, 2025, saw financial markets demonstrate resilience amid U.S.-China trade tensions and key economic data releases.
Tesla, Inc. (TSLA), a global leader in electric vehicles (EVs) and artificial intelligence (AI)-driven technologies, has been a focal point for investors in 2025.
#artificial_intelligence#trading
As artificial intelligence continues to reshape the financial industry, AI-powered trading agents have emerged as influential tools in portfolio management and speculative trading.
#investment#artificial_intelligence
Amazon (NASDAQ: AMZN) remains a cornerstone of the technology and e-commerce sectors, consistently driving innovation and market influence.
#artificial_intelligence
ntroduction to Eli Lilly and Company (LLY) Eli Lilly and Company (LLY), a global pharmaceutical giant, has been a cornerstone of the healthcare sector since its founding in 1876. Headquartered in Indianapolis, Indiana, the company specializes in developing innovative treatments for diabetes, oncology, immunology, and neuroscience, with blockbuster drugs like Mounjaro and Zepbound driving significant…