Technologies
ChatGPT: Why Everyone’s Obsessed With This Mind-Blowing AI Chatbot
This artificial intelligence bot is an impressive writer and conversationalist. But be careful how much you trust its answers.
There’s a new AI bot in town: ChatGPT. And you’d better take notice.
The tool, from a power player in artificial intelligence, lets you type questions using natural language that the chatbot answers in conversational, if somewhat stilted, language. The bot remembers the thread of your dialog, using previous questions and answers to inform its next responses.
It’s a big deal. The tool seems pretty knowledgeable if not omniscient. It can be creative and its answers can sound downright authoritative. A few days after its launch, more than a million people are trying out ChatGPT.
But its creator, the for-profit research lab called OpenAI, warns that ChatGPT “may occasionally generate incorrect or misleading information,” so be careful. Here’s a look at why this ChatGPT is important and what’s going on with it.
What is ChatGPT?
ChatGPT is an AI chatbot system that OpenAI released in November to show off and test what a very large, powerful AI system can accomplish. You can ask it countless questions and often will get an answer that’s useful.
For example, you can ask it encyclopedia questions like, “Explaining Newton’s laws of motion.” You can tell it, “Write me a poem,” and when it does, say, “Now make it more exciting.” You ask it to write a computer program that’ll show you all the different ways you can arrange the letters of a word.
Here’s the catch: ChatGPT doesn’t exactly know anything, though. It’s an AI trained to recognize patterns in vast swaths of text harvested from the internet, then further trained with human assistance to deliver more useful better dialog. The answers you get may sound plausible and even authoritative, but they might well be entirely wrong, as OpenAI warns.
Chatbots have been of interest for years to companies looking for ways to help customers get what they need and to and AI researchers trying to tackle the Turing Test. That’s the famous “Imitation Game” that computer scientist Alan Turing proposed in 1950 as a way to gauge intelligence: Can a human judge conversing with a human and with a computer tell which is which?
What kinds of questions can you ask?
You can ask anything, though you might not get an answer. OpenAI suggests a few categories, like explaining physics, asking for birthday party ideas and getting programming help.
I asked it to write a poem, and it did, though I don’t think any literature experts would be impressed. I then asked it to make it more exciting, and lo, ChatGPT pumped it up with words like battlefield, adrenaline, thunder and adventure.
One wacky example shows how ChatGPT is willing to just go for it in domains where people would fear to tread: a command to write “a folk song about writing a rust program and fighting with lifetime errors.”
ChatGPT’s expertise is broad, and its ability to follow a conversation is notable. When I asked it for words that rhymed with “purple,” it offered a few suggestions, then when I followed up “How about with pink?” it didn’t miss a beat. (Also, there are a lot more good rhymes for “pink.”)
When I asked, “Is it easier to get a date by being sensitive or being tough?” GPT responded, in part, “Some people may find a sensitive person more attractive and appealing, while others may be drawn to a tough and assertive individual. In general, being genuine and authentic in your interactions with others is likely to be more effective in getting a date than trying to fit a certain mold or persona.”
You don’t have to look far to find accounts of the bot blowing people’s minds. Twitter is awash with users displaying the AI’s prowess at generating art prompts and writing code. Some have even proclaimed “Google is dead,” along with the college essay. We’ll talk more about that below.
Who built ChatGPT?
ChatGPT is the brainchild of OpenAI, an artificial intelligence research company. Its mission is to develop a “safe and beneficial” artificial general intelligence system or to help others do so.
It’s made splashes before, first with GPT-3, which can generate text that can sound like a human wrote it, and then DALL-E, which creates what’s now called “generative art” based on text prompts you type in.
GPT-3, and the GPT 3.5 update on which ChatGPT is based, are examples of AI technology called large language models. They’re trained to create text based on what they’ve seen, and they can be trained automatically — typically with huge quantities of computer power over a period of weeks. For example, the training process can find a random paragraph of text, delete a few words, ask the AI to fill in the blanks, compare the result to the original and then reward the AI system for coming as close as possible. Repeating over and over can lead to a sophisticated ability to generate text.
Is ChatGPT free?
Yes, for now at least. OpenAI CEO Sam Altman warned on Sunday, “We will have to monetize it somehow at some point; the compute costs are eye-watering.” OpenAI charges for DALL-E art once you exceed a basic free level of usage.
What are the limits of ChatGPT?
As OpenAI emphasizes, ChatGPT can give you wrong answers. Sometimes, helpfully, it’ll specifically warn you of its own shortcomings. For example, when I asked it who wrote the phrase “the squirming facts exceed the squamous mind,” ChatGPT replied, “I’m sorry, but I am not able to browse the internet or access any external information beyond what I was trained on.” (The phrase is from Wallace Stevens’ 1942 poem Connoisseur of Chaos.)
ChatGPT was willing to take a stab at the meaning of that expression: “a situation in which the facts or information at hand are difficult to process or understand.” It sandwiched that interpretation between cautions that it’s hard to judge without more context and that it’s just one possible interpretation.
ChatGPT’s answers can look authoritative but be wrong.
The software developer site StackOverflow banned ChatGPT answers to programming questions. Administrators cautioned, “because the average rate of getting correct answers from ChatGPT is too low, the posting of answers created by ChatGPT is substantially harmful to the site and to users who are asking or looking for correct answers.”
You can see for yourself how artful a BS artist ChatGPT can be by asking the same question multiple times. I asked twice whether Moore’s Law, which tracks the computer chip industry’s progress increasing the number of data-processing transistors, is running out of steam, and I got two different answers. One pointed optimistically to continued progress, while the other pointed more grimly to the slowdown and the belief “that Moore’s Law may be reaching its limits.”
Both ideas are common in the computer industry itself, so this ambiguous stance perhaps reflects what human experts believe.
With other questions that don’t have clear answers, ChatGPT often won’t be pinned down.
The fact that it offers an answer at all, though, is a notable development in computing. Computers are famously literal, refusing to work unless you follow exact syntax and interface requirements. Large language models are revealing a more human-friendly style of interaction, not to mention an ability to generate answers that are somewhere between copying and creativity.
Can ChatGPT write software?
Yes, but with caveats. ChatGPT can retrace steps humans have taken, and it can generate actual programming code. You just have to make sure it’s not bungling programming concepts or using software that doesn’t work. The StackOverflow ban on ChatGPT-generated software is there for a reason.
But there’s enough software on the web that ChatGPT really can work. One developer, Cobalt Robotics Chief Technology Officer Erik Schluntz, tweeted that ChatGPT provides useful enough advice that over three days, he hasn’t opened StackOverflow once to look for advice.
Another, Gabe Ragland of AI art site Lexica, used ChatGPT to write website code built with the React tool.
ChatGPT can parse regular expressions (regex), a powerful but complex system for spotting particular patterns, for example dates in a bunch of text or the name of a server in a website address. “It’s like having a programming tutor on hand 24/7,” tweeted programmer James Blackwell about ChatGPT’s ability to explain regex.
Here’s one impressive example of its technical chops: ChatGPT can emulate a Linux computer, delivering correct responses to command-line input.
What’s off limits?
ChatGPT is designed to weed out “inappropriate” requests, a behavior in line with OpenAI’s mission “to ensure that artificial general intelligence benefits all of humanity.”
If you ask ChatGPT itself what’s off limits, it’ll tell you: any questions “that are discriminatory, offensive, or inappropriate. This includes questions that are racist, sexist, homophobic, transphobic, or otherwise discriminatory or hateful.” Asking it to engage in illegal activities is also a no-no.
Is this better than Google search?
Asking a computer a question and getting an answer is useful, and often ChatGPT delivers the goods.
Google often supplies you with its suggested answers to questions and with links to websites that it thinks will be relevant. Often ChatGPT’s answers far surpass what Google will suggest, so it’s easy to imagine GPT-3 is a rival.
But you should think twice before trusting ChatGPT. As with Google itself and other sources of information like Wikipedia, it’s best practice to verify information from original sources before relying on it.
Vetting the veracity of ChatGPT answers takes some work because it just gives you some raw text with no links or citations. But it can be useful and in some cases thought provoking. You may not see something directly like ChatGPT in Google search results, but Google has built large language models of its own and uses AI extensively already in search.
So ChatGPT is doubtless showing the way toward our tech future.
Technologies
AI is Changing How Lawyers Work â and Putting the Billable Hour Under Pressure
AI is reshaping the legal industry by reducing the time needed for routine tasks, challenging the traditional billable hour model, and changing how lawyers learn and practice.
Artificial intelligence is now used by almost 90% of legal professionals in the U.K. and Ireland, and itâs putting one of the professionâs oldest conventions â the billable hour â under the microscope. Thatâs according to legal software company Clioâs U.K. & Ireland Legal Insights Report 2026.
It found that among firms using AI, almost 80% said they can handle more work without increasing resources, while over 70% said it cut costs by absorbing administrative work once done by support staff.
As a result, AI is challenging some of the assumptions on which the legal profession was built, forcing firms to reevaluate how their lawyers spend their time, how they charge for it and how new lawyers learn the ropes. You canât charge 16 hours for something that takes 16 secondsNick Rowles-DaviesLexolent Some of the U.K.âs biggest firms are already putting this into practice.
A&O Shearman has worked with legal AI company Harvey to develop artificial intelligence agents for tasks, including reviewing loan agreements and analyzing regulatory filings, which it says can complete in minutes work that previously took several hours. Slaughter and May, meanwhile, has rolled out Harvey across all practice areas this year, including for regulatory research and document analysis.
Billable hour pressure The billable hour is central to the business model of many law firms, but when AI significantly reduces the time lawyers spend sifting through and drafting documents, the economics are no longer so straightforward. âYou canât charge 16 hours for something that takes 16 seconds,â Nick Rowles-Davies, founder and CEO of legal finance fund Lexolent, based in London and Dubai, told CNBC.
About one in five firms that have widely adopted AI report difficulty meeting billable-hour targets, according to Clioâs report. Globally, senior legal leaders expect the share of work charged by the hour to fall from 72% to 44% over the next two to three years, according to a Deloitte survey.
Routine work is the most exposed, Rowles-Davies said. âIf youâve got standard documents and youâre just putting in detail, then clearly thatâs an automatic process.â But complex legal work still requires human judgment, he added, particularly when interpreting AI output and determining the right strategy for a client.
Lawyers [are] telling us that their day is getting betterJoshua LenonClio
AI and workloads
Whether AI efficiencies ultimately make lawyersâ working lives better may depend on what firms do with the time they get back. Clioâs report found that 51% of legal professionals work evenings, but only 32% want to, while 22% work weekends compared with 11% who would choose to.
Joshua Lenon, Clioâs New York-based lawyer-in-residence, believes some lawyers are already seeing the benefits. âLawyers [are] telling us that their day is getting better,â Lenon told CNBC, as AI becomes more commonplace.
âPeople are really looking at these tools and saying, âThis is making work better.ââ
Technologies
Trump’s diesel agreement with Putin accused of contradicting Russia sanctions law
Ukraine President Volodymyr Zelenskyy said in a searing statement that the U.S. easing sanctions on Moscow “plays into Russia’s hands.”
President Donald Trumpâs Friday announcement that Russia will supply diesel fuel to the global market marked an apparent pivot from recent efforts to pressure Moscow to end the Ukraine war by targeting Russian energy exports.
Trump claimed the move, unveiled with less than a month left in an affordability-focused midterm election, would swiftly bring down record-high diesel prices.
But commentators and critics were quick to highlight contradictions between the new policy and prior efforts by the U.S. to clamp down on Russian oil sales.
Those efforts most recently included the enactment of the Lindsey O. Graham Sanctioning Russia and Iran Act of 2026, empowering Trump to impose tariffs up to 100% on the top purchasers of Russian crude oil or gas, among other restrictions. Trump signed the bill into law just three weeks ago.
âCongress just passed a law giving Trump the power to impose new tariffs on major buyers of Russian oil & gas,â Scott Lincicome, vice president of the libertarian Cato Institute, said on X after Trumpâs Friday announcement.
âCan America tariff America?â he quipped.
Sen. Richard Blumenthal, D-Conn., a member of the Senate Ukraine Caucus, accused Trumpâs latest move of being âdirectly contrary to Congressâs intent in our bipartisan sanctions bill.â
Peter Harrell, visiting scholar at Georgetown University Law Centerâs Institute of International Economic Law, in an X post said that the relaxation of Russian diesel restrictions âpretty much proves the point that the Graham Russia Bill was not going to force the Trump Administration to increase economic pressure on Moscow.â
Some of the criticism crossed party lines.
âThrough the Lindsey O. Graham Sanctioning Russia and Iran Act, we gave the president significant authorities and leverage against China and Russia to bring Putinâs war to an end with a negotiated settlement,â Rep.
Michael McCaul, R-Texas, said in an X post. âUnfortunately, while I understand the desire to bring down diesel prices, I am concerned the lifting of sanctions on Russian oil will only fund the Kremlinâs war machineâemboldening more violence and destruction, as we have seen in recent days,â McCaul said.
The White House did not immediately respond to CNBCâs questions about the diesel agreement with Russia.
Less than a year earlier, the Trump administration slapped sanctions on multiple Russian oil companies in response to what it called âRussiaâs lack of serious commitment to a peace process to end the war in Ukraine.â
Trump also had previously slammed NATO allies for continuing to buy Russian oil. In a September 2025 Truth Social post, he wrote, âthe purchase of Russian Oil, by some, has been shocking! It greatly weakens your negotiating position, and bargaining power, over Russia.â
Later that month, Trump again harangued world leaders for doing business with Russia.
âTheyâre funding the war against themselves. Who the hell ever heard of that one?â he said in a speech at the United Nations General Assembly. âThey canât be doing what theyâre doing. Theyâre buying oil and gas from Russia while theyâre fighting Russia.â
Trump announced the diesel deal in a Truth Social post Friday afternoon after what he described as a âhighly successful discussionâ with Russian President Vladimir Putin.
Under the agreement, Russia will immediately supply more than 300,000 tons of diesel, then another 500,000 tons in November, followed by 1 million tons âimmediately thereafterâ and 3 million more depending on refinery conditions, Trump wrote.
The Treasury Department soon after said that Trump directed the Office of Foreign Assets Control to immediately issue a âtemporary general license to allow the supply of Russian diesel to the global market.â OFAC specified that the sanctioned transactions will be authorized for about six months, until April 7.
Russia seemed to celebrate the move. âRussia-US cooperation on diesel and energy will benefit the world,â an X account associated with Putinâs economic envoy Kirill Dmitriev said in response to the announcement.
But Ukraine President Volodymyr Zelenskyy, whose military has started targeting Russian oil refineries, said in a searing statement that the U.S. easing sanctions on Moscow âplays into Russiaâs hands.â
âAny easing of sanctions against Russia without a clear and lasting de-escalation agreement with Russia is an obvious weakness,â Zelenskyy said. âAllowing Russia to sell petroleum products is an investment in a war that must be ended, not prolonged.â
âWe count on Americaâs fair support for our defense of life, for our defense of people in Ukraine â and on the United States having a correspondingly strong conversation with Russia,â he said.
âA strong one, not a weak one,â he added.
Trump thanked Putin later Friday afternoon for enabling âmassive amounts of oilâ to come to the U.S.
âWe need oil for the world, and this is diesel, which is what we need, so weâre very happy to get it,â Trump told reporters before heading to Syracuse, New York.
The Trump administration has previously eased some Russian energy sanctions temporarily, though more narrowly than Fridayâs announcement.
Earlier this year, in an attempt to stabilize markets after the start of the Iran war, the Trump administration issued limited, 30-day waivers allowing countries to buy sanctioned Russian oil that was already in transit.
But some interpreted the latest move as a more significant step.
âIt looks like Trump cut a deal with the devil,â Jeremy Siegel, professor emeritus of finance at the Wharton School of the University of Pennsylvania, told CNBCâs âClosing Bellâ Friday afternoon.
âItâs not a permanent solution at all. Itâs sort of a short-term Band Aid,â Siegel said. âAnd cutting back on or eliminating sanctions on Russia for the invasion in Ukraine, I think, is a very unfortunate consequence.â
Technologies
The world needs Ukraineâs grain. Its farmers are running out of reasons to plant
Cash-strapped farmers have no incentive to sow for 2027 with exports remaining trapped, as analysts say commodity markets could “flip fast.”
Ukraineâs harvest season is moving from wheat and barley into corn, soybeans and sunflower, and farmer Oleksandr Chumak has had a strong yield so far. That should be good news.
Instead, after 11 years of growing a range of crops in the Odesa region of southern Ukraine, Chumak has had enough.
Storage facilities across both Ukraine and Russia are filled with millions of tons of produce that would normally be sent to Europe, the Middle East, Asia and Africa â but are instead trapped in the warring countries.
Russian drone and missile hits on Black Sea targets intensified over the summer and into fall, making it impossible to insure commercial ships. Kyivâs retaliatory attacks mean Russian exports are now also stuck, further squeezing global supply.
And with fatal Black Sea attacks continuing into October, prospects of a ceasefire look slim, even as Turkey ramps up efforts to broker a deal due to the risk to global food security.
Chumak says that around 80% of his grain cannot currently be sold at a profit, and he is out of cash.
A collapse in domestic prices is giving farmers like him little reason to sow for the 2027 crop in the coming months.
âFor the farmers, itâs very difficult because we need to pay taxes, we need to pay rent for land, and now we are not able to do this because we are not able to sell anything,â said Andrii Dykun, chairman of the Ukrainian Agri Council.
âThe only crops we are able to sell are rapeseeds and sunflower seeds. But still, the volume is not enough… So why should we plant if today we have no profits at all?â
âIf our stocks will be full, it makes no sense to do any farm operations in the spring because then itâs just a waste of time and money.â
PrivatBank, Ukraineâs biggest lender, told CNBC that it had disbursed 1.53 billion hryvnia ($34.2 million) in working capital finance to agribusinesses between June and August, more than double the 718 million hryvnia lent in the same period last year. Small and medium-sized producers account for 70% of its agricultural loan book.
âFunds effectively remain tied up in grain inventories, while farms still need to cover their ongoing operating expenses and secure financing for the autumn and spring sowing campaigns,â said Yevhen Zaihraiev, chief corporate and SME business officer at state-owned PrivatBank.
âWe are seeing different strategies among our clients. Some agricultural producers are selling their crops sooner, even at less attractive prices, in order to maintain sufficient operating liquidity. Others, particularly those with access to storage capacity, are postponing sales in anticipation of more favorable market prices,â he said by email.
Ukrainian production of grains and oilseeds is forecast to increase to 85 million tonnes from 80 million tonnes this year, but carry-over stocks from the previous season are pressuring Ukraineâs storage infrastructure and logistics, Zaihraiev noted. Those facilities include long plastic silobags snaking across fields and towering metal grain elevators that are themselves increasingly vulnerable to military strikes.
âWe are also seeing agricultural producers gradually revise their planting plans for next year in favor of oilseeds and niche crops, whose prices are less dependent on logistics costs,â Zaihraiev added.
Farmer Oleksandr Chumak said he will follow that strategy, significantly scaling back planting for next year, avoiding corn and barley altogether, and instead opt for crops which require less fertilizer â which is also facing a global squeeze following amid the U.S.-Israeli war with Iran.
Meanwhile, for Ukrainian farmers â those not currently being drafted to serve â the war with Russia is ever-present. âWe are living and working in a place where any time you or your circle can be hit by [a] rocket or drone,â Chumak said by phone. âWe are sleeping in beds with explosions 300 to 1,000 metres around.â
Stock release would âflip the market fastâ
Ukraineâs agricultural sector has faced farm takeovers, mines and labor shortages ever since Russiaâs full-scale assault began in early 2022. International bodies have struggled to preserve its export routes through various agreements, including the collapsed Black Sea initiative and the European Unionâs politically contentious âSolidarity Lanes.â
Now, the situation inside the country and the consequences for global food chains are the most severe they have been since the war began.
Between them, Ukraine and Russia supplied the world with more than half of its sunflower oil, nearly a fifth of its barley and 14% of its wheat in the years leading up to the war, according to the UN. Ukraine is also one of the worldâs biggest growers of corn, with China and the European Union among its biggest buyers.
Around 90% of Ukraineâs main agricultural exports typically run via the Black Sea. In August this year, its grain and legume exports totalled 981,000 tonnes, down about 58% year on year.
The risk is heightened by weakness elsewhere. Europe is expected to have a particularly poor corn harvest and needs larger imports just as its demand for feed remains high. The United States is also facing a weaker corn crop.
For now, better wheat and barley crops in Canada, Australia and Argentina, along with good harvests in the Middle East and North Africa, are cushioning the blow.
The continued blockage is supporting commodity prices outside of Russia and Ukraine, but the reopening of Black Sea ports would unleash a wave of cheap supply that would âflip the market fast… with little warning,â said Benoit Fayaud, senior manager for grains and oilseeds analysis at Expana.
A deal which restores Ukrainian and Russian exports could see grains prices in other origins decrease by a few dozen dollars, he told CNBC. âThey have such big stocks it will be bearish for the market all over the world,â he added.
Prices for Russian and Ukrainian wheat, barley, oilseeds and other products have become so low within the countries that it has intensified the scramble to find alternative routes via rail, road and river, according to Fayaud.
But these alternative routes are âdifficult and slow from both countries,â he said.
Ukraineâs Eastern European neighbors such as Poland and Romania are resisting a push to allow grain to transit through them â even temporarily â due to concerns about a glut destroying demand for their own crops.
Another option via the Danube river has been hampered by low water levels; and a key bridge out of Ukraine has been damaged. There are options to export via the Baltic states and through Georgia by land into the Middle East and Central Asia, but this can only cover a small portion of typical flows, Fayaud said.
Andrii Dykun of the Ukrainian Agri Council stressed that there was no alternative to the Black Sea routes when it came to pricing.
âIt would always be cheaper for us, even for the farmers on the western border of Ukraine, to sell the grain to other ports from Black Sea ports because itâs much more profitable for the farmers than to sell it via the border to [the] EU,â he said.
âSo without Black Sea ports, it will not work for us at all.â
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