fbpx
Connect with us

The Conversation

AI search answers are the fast food of your information diet – convenient and tasty, but no substitute for good nutrition

Published

on

theconversation.com – Chirag Shah, Professor of Information Science, University of Washington – 2024-06-07 07:47:54
Fast and yummy is often less than healthy.
Zinkevych/iStock via Getty Images

Chirag Shah, University of Washington

If you have used Google lately and been lucky – or unlucky – enough to encounter an answer to your query rather than a bunch of links, you have been subjected to something called AI Overviews. This is a new core feature that Google has been rolling out, a move widely anticipated since the company’s experiments with its LaMDA large language model in 2021, and since OpenAI’s ChatGPT artificial intelligence chatbot rocketed to prominence in 2023.

a text box
Google’s knowledge panels summarize information from search results, in contrast to AI Overview, which generates answers based on its data.
Screen capture by The Conversation, CC BY-ND

This feature is yet another addition to the increasing number of add-ons and tools being integrated into search engines like Google. Some of the notable examples include knowledge graph-driven knowledge panels, which are used to populate relevant factual information in an infobox next to search results, and featured snippets, which are blurbs excerpted from a search result and provided before the link to that page.

But what’s different about AI Overviews is that they are not simply extracted from relevant sources but generated behind the scenes by Google’s generative AI technology. The company’s goal is to give you a personalized, on-demand answer instead of a standard set of documents or even an answer box matching your query.

This seems almost magical and potentially useful in many situations. After all, people use search engines primarily to find answers and not lists of documents. But there’s more to the picture.

Advertisement

My colleague Emily Bender and I have written about what search engine users need, want and have. We have shown that they want not only information but also the ability to discover, learn and question what they find. In other words, users have a wide range of situations and objectives, and compressing them down to a set of links or, worse, a single answer is problematic.

Bad advice

These AI features vacuum up information from the internet and other available sources and spit out an answer based on how they are trained to associate words. A core argument against them is that they mostly from the equation the user’s judgment, agency and opportunity to learn.

This may be OK for many searches. Want a description of how has affected grocery prices in the past five years, or a summary of what the European Union AI Act includes? AI Overviews can be a good way to cut through a lot of documents and extract those specific answers.

But people’s searching needs don’t end with factual information. They look for ideas, opinions and advice. Looking for suggestions about how to keep the cheese from sliding off your pizza? Google will tell you that you should add some glue to the sauce. Or wondering if running with scissors has any ? Sure, Google will say, “it can also improve your pores and give you strength”.

Advertisement
Computer scientist Paulo Shakarian explains why ‘hallucinations’ – incorrect and often weird answers – are likely to continue to plague large language models and therefore tools like Google’s AI Overviews.

While a reasonable user can understand that such outrageous answers are likely to be wrong, it’s hard to detect that for factual questions.

For example, while researching the faith of U.S. presidents, Google’s AI Overviews gave the incorrect answer that Barack Obama is a Muslim. This misinformation was widely circulated and debunked years ago, but Google regurgitated it with no good way for users to learn that it is misinformation.

What about a student using Google for homework and asking which countries in Africa start with the letter K? While Kenya does meet this criteria, Google’s AI Overviews incorrectly answered that there are no such countries.

Google has acknowledged issues with AI Overviews and said it has addressed them. But the concern remains: Can you really trust any answers you through this service?

Advertisement

How to avoid AI answers

There are alternatives. You can always go back to the traditional Google search with its 10 blue links. Click on “More” in the menu – All, , Images, Maps, and More – directly below the search field at the top of the Google search page and select “Web.”

You can then do what you have likely done for decades now – sift through some of the top results, visit a few of those sites and decide for yourself. It does take a little work, but it gives you back the ability to examine multiple sites and evidence to support or refute something. More importantly, you leave open the possibilities for learning, discovery and serendipity.

AI Overviews is like fast food that gets delivered through a -through window – it’s quick, hot and convenient, but not the healthiest choice. Going through Google’s traditional search results is like examining a menu in a sit-down restaurant and placing an order that will take awhile to make it to your table. You can ask your server questions about those items and even request some changes to the restaurant’s offerings. It’s prepared with more care, customization and control, but also takes longer and may cost more.

These aren’t the only methods of finding information, however. There are alternatives to Google’s search engine, specialty search tools.

Advertisement

For scholarly needs, Google Scholar, Semantic Scholar and CORE are helpful places to look for research papers and citations. Looking for medical information? Try PubMed, ScienceDirect and OpenMD. For legal needs, some services include Fastcase, Caselaw Access Project and CourtListener.

Concerned about privacy? Check out DuckDuckGo, Startpage and Swisscows. If you still want AI-generated answers, some of the alternatives to Google’s AI Overviews and rival Bing’s Copilot are You.com and Komo, which provide more transparency about the data they collect about you, provide greater privacy and also offer ways to opt out of having your data collected for training their AI models.

A balanced information diet

Perhaps you can’t afford to eat out at a nice restaurant or prepare every meal from scratch every time, but it’s important to avoid ending up going through a drive-through for all your nourishment. After all, you are what you eat, and in a similar vein, you are how you search.

It’s easy to fall for sensational headlines and bite-size news that lack context. But you don’t have to let that define you. You can expand the scope of how you search. It’s OK to hit the drive-through every now and then and go for AI Overviews, but it’s important to also find other more wholesome ways to fulfill your needs – for food and for information.The Conversation

Chirag Shah, Professor of Information Science, University of Washington

Advertisement

This article is republished from The Conversation under a Creative Commons license. Read the original article.

The Conversation

Nuclear rockets could travel to Mars in half the time − but designing the reactors that would power them isn’t easy

Published

on

theconversation.com – Dan Kotlyar, Associate Professor of Nuclear and Radiological Engineering, Georgia Institute of Technology – 2024-10-04 07:23:18

Nuclear-powered rockets could one day enable faster travel.
NASA

Dan Kotlyar, Georgia Institute of Technology

NASA plans to send crewed missions to Mars over the next decade – but the 140 million-mile (225 million-kilometer) journey to the red planet could take several months to years round trip.

This relatively long transit time is a result of the use of traditional chemical rocket fuel. An alternative technology to the chemically propelled rockets the agency develops now is called nuclear thermal propulsion, which uses nuclear fission and could one day power a rocket that makes the in just half the time.

Advertisement

Nuclear fission involves harvesting the incredible amount of energy released when an atom is split by a neutron. This reaction is known as a fission reaction. Fission technology is well established in power generation and nuclear-powered submarines, and its application to or power a rocket could one day give NASA a faster, more powerful alternative to chemically driven rockets.

NASA and the Defense Advanced Research Projects Agency are jointly developing NTP technology. They plan to deploy and demonstrate the capabilities of a prototype system in space in 2027 – potentially making it one of the first of its kind to be built and operated by the U.S.

Nuclear thermal propulsion could also one day power maneuverable space platforms that would protect American satellites in and beyond Earth’s orbit. But the technology is still in .

I am an associate professor of nuclear engineering at the Georgia Institute of Technology whose research group builds models and simulations to improve and optimize designs for nuclear thermal propulsion . My hope and passion is to assist in designing the nuclear thermal propulsion engine that will take a crewed mission to Mars.

Advertisement

Nuclear versus chemical propulsion

Conventional chemical propulsion systems use a chemical reaction involving a light propellant, such as hydrogen, and an oxidizer. When mixed together, these two ignite, which results in propellant exiting the nozzle very quickly to propel the rocket.

A diagram showing a nuclear thermal propulsion system, with a chamber for hydrogen connected to several pumps, a reactor chamber and a nozzle that the propellant is ejected from.
Scientists and engineers are working on nuclear thermal propulsion systems that would take hydrogen propellant, pump it into a nuclear reactor to generate energy and expel propellant out the nozzle to lift the rocket.
NASA Glenn Research Center

These systems do not require any sort of ignition system, so they’re reliable. But these rockets must carry oxygen with them into space, which can weigh them down. Unlike chemical propulsion systems, nuclear thermal propulsion systems rely on nuclear fission reactions to heat the propellant that is then expelled from the nozzle to create the driving force or thrust.

In many fission reactions, researchers send a neutron toward a lighter isotope of uranium, uranium-235. The uranium absorbs the neutron, creating uranium-236. The uranium-236 then splits into two fragments – the fission products – and the reaction emits some assorted particles.

Fission reactions create lots of heat energy.

More than 400 nuclear power reactors in operation around the world currently use nuclear fission technology. The majority of these nuclear power reactors in operation are light water reactors. These fission reactors use to slow down the neutrons and to absorb and transfer heat. The water can create steam directly in the core or in a steam generator, which drives a turbine to produce electricity.

Nuclear thermal propulsion systems operate in a similar way, but they use a different nuclear fuel that has more uranium-235. They also operate at a much higher temperature, which makes them extremely powerful and compact. Nuclear thermal propulsion systems have about 10 times more power density than a traditional light water reactor.

Advertisement

Nuclear propulsion could have a leg up on chemical propulsion for a few reasons.

Nuclear propulsion would expel propellant from the engine’s nozzle very quickly, generating high thrust. This high thrust allows the rocket to accelerate faster.

These systems also have a high specific impulse. Specific impulse measures how efficiently the propellant is used to generate thrust. Nuclear thermal propulsion systems have roughly twice the specific impulse of chemical rockets, which means they could cut the travel time by a factor of 2.

Nuclear thermal propulsion history

For decades, the U.S. has funded the development of nuclear thermal propulsion technology. Between 1955 and 1973, programs at NASA, General Electric and Argonne National Laboratories produced and ground-tested 20 nuclear thermal propulsion engines.

Advertisement

But these pre-1973 designs relied on highly enriched uranium fuel. This fuel is no longer used because of its proliferation dangers, or dangers that have to do with the spread of nuclear material and technology.

The Global Threat Reduction Initiative, launched by the Department of Energy and National Nuclear Security Administration, aims to convert many of the research reactors employing highly enriched uranium fuel to high-assay, low-enriched uranium, or HALEU, fuel.

High-assay, low- enriched uranium fuel has less material capable of undergoing a fission reaction, with highly enriched uranium fuel. So, the rockets needs to have more HALEU fuel loaded on, which makes the engine heavier. To solve this issue, researchers are looking into special materials that would use fuel more efficiently in these reactors.

NASA and the DARPA’s Demonstration Rocket for Agile Cislunar Operations, or DRACO, program intends to use this high-assay, low-enriched uranium fuel in its nuclear thermal propulsion engine. The program plans to launch its rocket in 2027.

Advertisement

As part of the DRACO program, the aerospace company Lockheed Martin has partnered with BWX Technologies to develop the reactor and fuel designs.

The nuclear thermal propulsion engines in development by these groups will need to comply with specific performance and safety standards. They’ll need to have a core that can operate for the duration of the mission and perform the necessary maneuvers for a fast trip to Mars.

Ideally, the engine should be able to produce high specific impulse, while also satisfying the high thrust and low engine mass requirements.

Ongoing research

Before engineers can design an engine that satisfies all these standards, they need to start with models and simulations. These models researchers, such as those in my group, understand how the engine would handle starting up and shutting down. These are operations that require quick, massive temperature and pressure changes.

Advertisement

The nuclear thermal propulsion engine will differ from all existing fission power systems, so engineers will need to build software tools that work with this new engine.

My group designs and analyzes nuclear thermal propulsion reactors using models. We model these complex reactor systems to see how things such as temperature changes may affect the reactor and the rocket’s safety. But simulating these effects can take a lot of expensive computing power.

We’ve been working to develop new computational tools that model how these reactors act while they’re starting up and operated without using as much computing power.

My colleagues and I hope this research can one day help develop models that could autonomously control the rocket.The Conversation

Dan Kotlyar, Associate Professor of Nuclear and Radiological Engineering, Georgia Institute of Technology

Advertisement

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Read More

The post Nuclear rockets could travel to Mars in half the time − but designing the reactors that would power them isn’t easy appeared first on .com

Advertisement
Continue Reading

The Conversation

Trees’ own beneficial microbiome could lead to discovery of new treatments to fight citrus greening disease

Published

on

theconversation.com – Kateel G. Shetty, Assistant Professor of Earth and , Florida International – 2024-10-04 07:23:03

Citrus is still big business in Florida, but the industry has taken a massive hit in recent decades.
Joe Raedle/via Getty Images

Kateel G. Shetty, Florida International University; Jessica Dominguez, Florida International University, and Krishnaswamy Jayachandran, Florida International University

Citrus trees showing natural tolerance to citrus greening disease host bacteria that produce novel antimicrobials that can be used to fight off the disease, our recent study shows. We found the trees at an organic farm in Clermont, Florida.

Citrus greening disease – known more formally as Huanglongbing, or HLB, is caused by the bacterium Candidatus Liberibacter asiaticus. It is spread by an insect called the Asian citrus psyllid. There is no known cure for the disease.

Advertisement

We are Florida-based researchers who study sustainable farming practices, a discipline also known as agroecology. Our team has isolated these antimicrobial compounds in the lab and is now working to test them with the goal of producing an effective treatment for HLB.

Why it matters

HLB has dealt a massive blow to Florida’s iconic citrus industry.

Since citrus greening disease was first detected in the in 2005, Florida citrus production is down by more than 92%. The disease is just one factor. Others include hurricanes and freezes.

Infected trees produce fewer fruit. The fruit that does grow is partially green, smaller, shaped irregularly and bitter tasting. It may drop from the trees before ripening. Leaves may show blotchy mottling.

Advertisement

According to the U.S. Department of Agriculture, the 2022-2023 growing season was the least productive since 1936. Smaller crops to higher prices on oranges, tangerines, grapefruits, lemons and limes.

A few pale lemons growing in spotted foliage
Pomelo tree leaves with symptoms of citrus greening.
Conor Wolfe, CC BY-ND

Management of HLB is daunting. Growers currently rely on pesticides to control the psyllid and antibiotics like oxytetracycline in an attempt to control HLB. These treatments are expensive and may pose health and environmental risks. The need for development of effective treatments to control HLB is evident.

How we did our work

Like humans, plants host diverse communities of microorganisms both inside and outside, representing the plant microbiome.

Endophytes – beneficial microorganisms living inside plants – play an important role in nutrient intake, disease and pest resistance, and adaptation to environmental stress.

In a search for treatments against HLB, we looked to endophytes of survivor citrus trees – in other words, trees that are HLB positive but showed only mild symptoms and continue to bear fruit. By studying 342 endophytes of survivor trees, we discovered five bacterial endophytes capable of producing novel antimicrobials.

Advertisement

The HLB bacteria cannot be grown on laboratory culture media like agar or broth. So, we used bacterial cells present in the ground tissue samples of infected psyllids to test the antimicrobial compounds in the lab. These studies revealed that the antimicrobial compounds were highly effective at killing the live cells of citrus greening pathogen in this controlled environment. The antimicrobials can be mixed with and were found to be effective at low concentrations.

What’s still not known

Preliminary results from our ongoing work indicate that multiple antimicrobial compounds are present in the bacterial culture extract. This is a positive sign because the antimicrobial compounds may be found to attack pathogenic bacteria in several different ways. If that’s the case, it will minimize the development of resistance in the same way a variety of antibiotics are useful to human .

One of our next steps will be to evaluate selected compounds against HLB, using infected citrus roots under laboratory conditions and infected citrus plants under greenhouse conditions, to test whether the plants will absorb these antimicrobial compounds through their leaves or roots. This work will be conducted in collaboration with scientists from A&M University and the University of Florida.

What’s next

Further research will focus on methods to increase the production of purified antimicrobial compound in order for it to be evaluated in the field. To help get the technology to growers faster, we may look for partnerships with interested commercial biopesticide companies to help with product development.

Advertisement

Our work has taken on new urgency due to emerging psyllid-transmitted diseases that infect potato, tomato and carrot crops in the U.S. that are caused by closely related bacterial pathogens.

The Research Brief is a short take on interesting academic work.The Conversation

Kateel G. Shetty, Assistant Professor of Earth and Environment, Florida International University; Jessica Dominguez, PhD Candidate in Agroecology, Florida International University, and Krishnaswamy Jayachandran, Professor of Agroecology, Florida International University

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Read More

Advertisement

The post Trees’ own beneficial microbiome could lead to discovery of new treatments to fight citrus greening disease appeared first on .com

Continue Reading

The Conversation

Up against Hank Greenberg, baseball’s first Jewish superstar, antisemitism struck out

Published

on

theconversation.com – Robert Gudmestad, Professor and Chair of History Department, Colorado – 2024-10-03 11:23:23

Hank Greenberg hit 331 home runs with a batting average of .313 during his career.

Sporting News via Getty Images

Robert Gudmestad, Colorado State University

Advertisement

Hank Greenberg might be the best player you’ve never heard of.

Greenberg was the first baseman for the Detroit Tigers during the 1930s and 1940s. His career was relatively short – 13 years – and interrupted by two stints of service in World War II.

Yet outside the war years, there were glorious seasons.

Greenberg led the American League in home runs four times, played in five All-Star , twice won the American League’s Most Valuable Player Award and, in 1938, nearly broke what was then the game’s most hallowed record: Babe Ruth’s 60 home runs in one season. In 1956, Greenberg was elected to the Baseball Hall of Fame.

Advertisement

Greenberg was also Jewish, and he is often called America’s first Jewish sports superstar. As Greenberg wrote in his autobiography, that was not an easy honor to bear. Greenberg played during a time of rising antisemitism, and the cruel taunts he suffered from players and fans lasted throughout his career. Vile remarks and bigoted slurs – “kike,” “sheenie” and “Jew bastard” were typical – left a mark on him and the sport he loved.

Along the way, Greenberg also faced a crisis of conscience: his struggle on whether to play during Rosh Hashanah and Yom Kippur, the Jewish High Holidays. He resolved the conflict with a Solomon-like choice, more than 30 years before baseball legend Sandy Koufax pondered the same dilemma during the 1965 World Series.

, nearly 80 years after Greenberg retired from baseball, antisemitism is once again on the rise both in the U.S. and worldwide. As a historian of American sport, I suggest there are lessons to be learned on how Greenberg handled the hate.

Wearing a Detroit Tigers uniform, Hank Greenberg poses for a photo holding his baseball bat.

Hank Greenberg was the first major league player to sign up for military service in World War II. He was in for nearly four years.

Bettmann via Getty Images

Advertisement

Horns like the devil

Greenberg signed a contract with the Tigers in 1930 and played in the minor leagues for the next three years. For many of his teammates, he was the first Jewish person they’d ever met. One told Greenberg, quite seriously, that he thought Jewish people had horns, like the devil.

Once brought up to the major leagues, Greenberg was generally accepted by his teammates. The same could not be said of opposing players and fans, who hounded him throughout his career. The fans insulting Greenberg were in the distinct minority, but they were loud, nonstop and got virtually no resistance from other fans or the .

Greenberg’s response to the abuse: ignore it. But he reacted at least once, during a game against the Chicago White Sox. One Chicago player tried to injure Greenberg – his autobiography does not report how – and another called him a “yellow Jew son of a bitch.” After the game, Greenberg the opposing team’s locker room and demanded to know who the name caller was. At 6 feet, 3 inches tall and 200-plus pounds, Greenberg was intimidating. The room fell silent. The White Sox players never antagonized him again.

Other pressures bore down on Greenberg. Detroit was a hotbed of antisemitism in the 1930s. The Dearborn Independent, a newspaper owned by the industrialist Henry Ford, described Jews as “the world’s foremost problem,” an echo of Ford’s antisemitic beliefs. The city was also home to Father Charles Coughlin, a Catholic priest who reviled Jews and spread antisemitic rhetoric during his radio show – which at its height was heard by perhaps 40 million people. Overseas, Adolf Hitler was the fuhrer of Germany, and his persecution of Jews became even more apparent after Kristallnacht, in November 1938, when the Nazi regime went on an antisemitic rampage.

Advertisement

“I came to feel,” Greenberg wrote later, “that if I, as a Jew, hit a home , I was hitting one against Hitler.”

Hank Greenberg posing for a photo with dozens of youngsters.

Although many fans admired Hank Greenberg, particularly youngsters, others relentlessly shouted antisemitic remarks from the stands.

Bettmann via Getty Images

Playing on Jewish holidays

In 1934, when he was 23, Greenberg decided he would not play on the Jewish New Year, Rosh Hashanah, a holiday when observant Jews were supposed to pray and not work. But the Tigers were in a close race for the American League pennant. The team needed Greenberg, their star player.

A local newspaper reporter interviewed a Detroit rabbi and asked if it was acceptable for Greenberg to play. The rabbi said it was OK. Deciding at the last minute, Greenberg played and hit two home runs. Detroit won the game, 2-1. The Detroit Free Press ran a headline in Yiddish, with an English translation: “Happy New Year, Hank.”

Advertisement

Ten days later came Yom Kippur, the most sacred of all Jewish holidays. Also known as the Day of Atonement, observant Jews are to spend the day in prayer and self-reflection; baseball was not on the agenda. This time, Greenberg did not play, and attended services instead. When he entered the synagogue, the congregation applauded.

The Tigers lost 5-2 to the New York Yankees that day. But Detroit won the pennant anyway.

“I used to resent being singled out as a Jewish ballplayer, period,” Greenberg said in his autobiography. “I’m not sure why or when it changed, because I’m still not a particularly religious person. Lately, though, I find myself wanting to be remembered not only as a great ballplayer, but even more as a great Jewish ballplayer.”

Meeting Robinson

1947 was Jackie Robinson’s rookie year and Greenberg’s last. Robinson, the first baseman for the Brooklyn Dodgers, had broken the color line and was baseball’s first Black player of the modern era; he was enduring enormous abuse, something Greenberg, now with the Pittsburgh Pirates, clearly understood. They played against each other for the first time at Forbes Field in Pittsburgh in May.

Advertisement

A baseball player at home plate, being congratulated by teammates.

Hank Greenberg is congratulated by teammates after a grand slam.

Bruce Bennett via Getty Images

In the fourth inning, Greenberg got to first on a walk, and according to newspaper accounts, he had a few words for Robinson: “I know it’s plenty tough,” he said. “You’re a good ballplayer, and you’ll do all right.”

Greenberg also publicly supported Robinson, one of the few opposing players to do so.

Nearly a half-century later, Supreme Court justices Ruth Bader Ginsburg and Stephen Breyer were considering whether the Supreme Court should meet on Yom Kippur. They too found inspiration from Greenberg; Ginsburg noted that Greenberg did not “betray his conscience.” The Supreme Court did not meet on Yom Kippur that year, and it hasn’t since.

Advertisement

Although there has been tremendous progress, racial and ethnic slurs persist in American . In 2024, some fans directed racially abusive comments at two Black players on the U.S. men’s national soccer team. In English football – known as soccer in the U.S. – Muslim players reported widespread discrimination and abuse. Things have changed, but not enough.

Although not a devout Jew, Greenberg understood that to endure the abuse, he had to embrace his identity. Those athletes of today, recently stung by the vitriol of bigots and trolls, may wish to take heed of the lessons learned by this reticent hero from the previous century, a man whose quiet dignity spoke volumes.The Conversation

Robert Gudmestad, Professor and Chair of History Department, Colorado State University

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Read More

Advertisement

The post Up against Hank Greenberg, baseball’s first Jewish superstar, antisemitism struck out appeared first on theconversation.com

Continue Reading

Trending