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Elections to top science bodies test Croatia’s gender equality in research

Croatia’s track-record on gender equality in science has been both questioned and lauded in recent months, following both bad and good news on the topic. On the one hand, a senior awards committee was announced without a single woman researcher included. On the other, the national science academy welcomed its first cohort of fellows with more women than men.Members of the committee, which gives national awards recognising scientific achievement, are proposed by the ministry of science and endorsed by the parliament. The current line-up does include a woman, but she is culture minister Nina Obuljen Koržinek rather than a researcher. Even then, she didn’t make it into the photograph released to announce the appointments on April 16. “The image speaks a thousand words,” says Tanja Rudež, a science journalist for Jutarnji List newspaper. “I am surprised that none of these men, all well-known scientists, saw a problem with the fact that there was not a single successful female scientist on the committee,” she told Science|Business.Ivan Đikić, a prominent Croatian biochemist based at Goethe University Medical School, commented on LinkedIn that the news illustrated a “sad truth” about the state of science in Croatia.“It [. . .] reveals a system where women, despite contributing a substantial share of high-quality, internationally competitive science, are systematically excluded from the very processes that determine recognition and influence,” he wrote. Some 60% of researchers in Croatia are women, according to the Croatian Bureau of Statistics, and they perform well in international competitions. For example, of the 12 European Research Council (ERC) grants awarded to Croatian researchers, seven went to women.“So how is it possible that decision-making bodies are still dominated by men over 60, while not a single female ERC laureate is involved in the selection process?” asked Đikić. “This is not a marginal oversight; it is a structural failure.” The ministry of science did not reply to a request for comment. The awards committee is not unusual. For example, a scientific advisory body announced by the ministry of demographics in April comprises 35 men and five women. The board of the Croatian Science Foundation, newly appointed by the parliament, is a little better, with five men and two women, but still unequal. “This is especially significant because such bodies do not merely distribute prestige. They shape research priorities, funding allocation and long-term scientific development,” Marija Lugarić, chair of the parliament’s committee on gender equality, told Science|Business. “Representation here matters not only symbolically, but materially.”Referring to the awards committee and the board of the science foundation, Lugarić says that while both bodies were appointed by parliament, neither met the minimum 40% gender balance threshold that Croatian law and EU guidelines expressly recommend for public bodies.Đikić wants to see EU institutions put pressure on the government to ensure basic standards of fairness, transparency and democratic governance in science policy are met. “Meaningful change will not come without pressure,” he wrote. “It must intensify both within Croatia and at the level of European institutions. Anything less undermines the credibility of Europe’s commitment to excellence and inclusion in science.”Rudež also underlined the importance of talking and writing about this topic, “because public opinion in Croatia does influence changes in the status and visibility of women in science.”The European Commission has not yet responded to a request for comment.Good news from the academyA more positive story came from the Croatian Academy of Sciences and Arts on 21 May, with the announcement of seven new women fellows and five men. This is the first time in the academy’s 165-year history that women have outnumbered men in a new intake.One of the new fellows, two-time ERC grantee Iva Tolić, credits the academy leadership with trying to be more modern and inclusive, representing the whole community better. “The academy is really aware that so far, before this election, there were very few women,” she told Science|Business. “So, they are actively trying to make this more equal.”Related articlesExplained: How the MSCA is close to achieving gender balanceCall for EU to leverage academic freedom in global talent raceRudež is more cautious, noting that despite the academy’s “breakthrough this year [. . .] it is still a predominantly male institution, with only 18% women.”This reflects a wider imbalance in Croatia’s research landscape. “The key levers of power in science are still in the hands of men,” she went on. “For example, all 14 rectors of private and public universities are men.”Similarly, Lugarić says a structural glass ceiling still exists in Croatian science, which is “most visible precisely where power is exercised.”She cites data from the Commission’s She Figures 2024 report, which shows that Croatia ranks second in the EU for gender equality in research and innovation overall, with an equality index of 79.6 out of 100. It is in the top five for women’s career advancement, participation in research; representation across all research sectors and for scientific publications.In stark contrast, it ranks second to last when it comes to women in decision-making positions in science. “This is not a coincidence,” Lugarić says. “It is a structural pattern.”Informal barriersThe persistent under-representation of women in the highest structures of Croatia’s academies, boards, award committees and leadership positions is not down to formal barriers, Lugarić says, but arises from more subtle obstacles such as “informal networks, persistent expectations regarding traditional gender roles and the unequal distribution of care responsibilities.”Tolić would like to see more support for young women in terms of affordable housing and child support, and higher salaries. Currently, she says, salaries in science stay low for the first 10-15 years, while housing and spaces in kindergarten are limited and expensive. “You have to work a lot, you get very little money, so it’s not great to have a family in this situation,” she says.But despite the challenges, Tolić is optimistic, saying that gender equality in research in Croatia is “definitely improving and going in the right direction.” The situation is particularly promising in biology, she adds, where most full professors, heads of department and deans of faculties are women. Lugarić, too, see the glass ceiling “very slowly, cracking,” and cites the academy election as an example that structural change is possible. Yet the situation in the national awards committee is a “stark reminder that without a conscious, systemic commitment to gender balance, progress will remain slow and uneven.”

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Jun 3 • 8:00 AM EDT • Science • sciencebusiness.net
What are realistic expectations for Isaac TeSlaa in 2026?

How will Isaac TeSlaa fare in his second season with the Detroit Lions?

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Jun 1 • 7:00 AM EDT • Sports • sports.yahoo.com
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7 Conversations That Can Save a Business Partnership Before It Starts

Successful business partnerships depend on clear communication, aligned expectations, and upfront conversations.

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May 31 • 11:00 AM EDT • Business • inc.com
Inside Why Cowboys' George Pickens Faces Major Pressure Amid Expectations
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May 28 • 5:40 PM EDT • Sports • sports.yahoo.com
Preview: Expectations mount for UNC's Fall sports in 2026

Dubbed “the University of National Champions,” with 52 team national titles across eight different sports, UNC athletics has long been defined by excellence and expectation. Heading into the 2026 season, here’s a look at some of UNC’s most renowned programs.

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May 28 • 5:12 PM EDT • Sports • dailytarheel.com
Eurozone Economic Confidence Rises Despite Iran War Energy Shocks

Selling-price expectations eased across all business sectors, interrupting the steep upward trend seen in the last two months.

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May 28 • 5:32 AM EDT • Business • wsj.com
Fed's Goolsbee says oil shock could exacerbate inflationary impulse of AI hype

Chicago Federal Reserve President Austan Goolsbee on Thursday amped up his warning that mounting expectations for the productivity-boosting potential of AI ​could send inflation higher and force the Fed and other ‌central banks to raise interest rates.

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May 27 • 10:27 PM EDT • Business • reuters.com
UK gilt yields retreat from multi-decade highs as political drama mellows, rate hike expectations ease

As bond markets returned from a bank holiday on Tuesday morning, the yield on the benchmark 10-year bond stood at 4.85%.

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May 26 • 8:30 AM EDT • Politics • cnbc.com
'As big a shambles as it is possible to imagine'

Now the curtain has come down on the 2025-26 Premier League campaign, here is my end-of-season review - with a look back to what I predicted in August. The job proved too much for Thomas Frank, who found the expectations and dysfunction of Tottenham a sharp contrast to the stability of Brentford. Just when you thought it could not get worse, matters hit a new low with the bizarre appointment of Igor Tudor, an arrival that posed serious questions of CEO Vinai Venkatesham and sporting director Johan Lange.

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May 26 • 3:05 AM EDT • Sports • sports.yahoo.com
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'Excellent finish' and 'Carrick has worked miracles'

Michael: At last we are seeing the true United after years of dross. Twelve months on from the horrible Europa final between Tottenham and United, and it's United who have shown progress this year, and we've been rewarded for it. Anthony: Carrick has inculcated in the squad a level of expectation which has translated into consistency of performance and expectation so refreshing to see.

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May 25 • 3:40 AM EDT • Sports • sports.yahoo.com
Have your expectations changed for the 2026 Cardinals season?

The St. Louis Cardinals have been better than everyone’s expectations this year but is that going to bite them later in the season? This week on the Redbird Rundown podcast we had the legendary Bernie Miklasz join us. We are thankful that Bernie was able to squeeze us in among his 40 other daily articles […]

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May 24 • 9:52 PM EDT • Sports • sports.yahoo.com
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Sunderland defy expectation to secure European football against dismal Chelsea

A year to the day after they won the Championship play-off final and just four years after they escaped League One, Sunderland brought their remarkable Premier League campaign to a close by qualifying for next season’s Europa League.

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May 24 • 1:29 PM EDT • Sports • sports.yahoo.com
Broncos No. 1 in post-schedule Fox power rankings

The Broncos landed atop Fox Sports’ NFL power rankings after the schedule release, showing a sign of lofty expectations.

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May 24 • 6:00 AM EDT • Sports • sports.yahoo.com
A Royal bummer—which player has been the biggest disappointment?

The gap between expectation and reality.

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May 22 • 10:00 AM EDT • Sports • sports.yahoo.com
Sam McColgan

Stanford GSB has surpassed expectations on every front. I feel substantially better equipped to build my investment firm.

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May 22 • 8:00 AM EDT • Business • gsb.stanford.edu
Take-Two forecasts annual bookings below estimates, sticks with 'GTA VI' launch timeline

Take-Two Interactive forecast ​annual bookings below Wall Street ‌expectations on Thursday, but reiterated the November 19 launch date for the highly awaited "Grand Theft ​Auto VI," sending its shares ​up around 6% in extended trading.

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May 21 • 4:20 PM EDT • Technology • reuters.com
Nvidia beats Wall Street expectations amid AI chip boom, Asian tech stocks surge

Rolling coverage of the latest economic and financial news

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May 21 • 2:43 AM EDT • Business • theguardian.com
Cowboys 2026 roster rundown: OT Terence Steele

What are your expectations for Terence Steele this season?

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May 20 • 3:00 PM EDT • Sports • sports.yahoo.com
Target notches much-needed win in first quarter of turnaround strategy

Target's first quarter crushed expectations, netting $25.4 billion in sales, as shoppers flocked to the retailer's renewed mix of trend and value.

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May 20 • 6:40 AM EDT • Business • businessinsider.com
Baidu beats first-quarter forecasts as AI business drives strong growth (BIDU)

Baidu (NASDAQ:BIDU) shares climbed more than 2% in premarket trading on Monday after the Chinese technology group delivered first-quarter revenue and earnings ahead of market expectations, supported by rapid expansion in its AI-related operations. AI-powered business becomes major revenue contributorThe company reported quarterly revenue of 32.

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May 18 • 6:30 AM EDT • Business • finance.yahoo.com
First iPhone 18 Pro and iPhone 18 Pro Max cases revealed; might not fit iPhone 17 Pro

The first leaked iPhone 18 Pro and Pro Max cases reveal a design similar to the iPhone 17 Pro, featuring a large camera island and MagSafe. Expectations for the September 2026 launch include a 48MP variable aperture camera, and a new Dark Cherry color.

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May 17 • 10:50 AM EDT • Technology • notebookcheck.net
5 Must-Read Analyst Questions From Flutter Entertainment’s Q1 Earnings Call

Flutter Entertainment’s first quarter saw revenue and non-GAAP profitability surpass Wall Street’s expectations, but operating margin declined sharply year-over-year. Management attributed this performance to continued momentum in international markets, especially Italy and the UK, and the rollout of new sportsbook and iGaming features in the U.S. CEO Peter Jackson highlighted the launch of FanDuel’s new loyalty and generosity programs and noted that product enhancements, such as early win promo

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May 16 • 4:04 PM EDT • Entertainment • finance.yahoo.com
AI images are distorting plastic surgery expectations

Patients are turning to ChatGPT for beauty standards. The results aren't physically possible.

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May 16 • 5:53 AM EDT • Business • businessinsider.com
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A Look At Madison Square Garden Entertainment (MSGE) Valuation After Q3 Earnings And New Kalshi Partnership

Event driven spotlight on Madison Square Garden Entertainment Madison Square Garden Entertainment (MSGE) is drawing fresh attention after fiscal Q3 results highlighted concert demand, a record Christmas Spectacular season and expectations for a strong upcoming quarter, alongside a new partnership with prediction market platform Kalshi. See our latest analysis for Madison Square Garden Entertainment. The latest earnings and Kalshi partnership news come as Madison Square Garden Entertainment’s...

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May 14 • 2:51 PM EDT • Entertainment • simplywall.st
Expert tempers Cardinals fans expectations surrounding Jeremiyah Love in 2026

GLENDALE – One of the most popular sports bet for next NFL season is Arizona Cardinals rookie running back Jeremiyah Love for offensive rookie of the year. With the team’s question mark surrounding the quarterback position, head coach Mike LaFleur is expected to feed Love early and often to fuel the offense next season.

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May 13 • 7:04 PM EDT • Sports • sports.yahoo.com
5 Must-Read Analyst Questions From Flutter Entertainment’s Q1 Earnings Call

Flutter Entertainment’s first quarter saw revenue and non-GAAP profitability surpass Wall Street’s expectations, but operating margin declined sharply year-o...

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May 13 • 1:35 AM EDT • Entertainment • stockstory.org
Cowboys 2026 roster rundown: RB Phil Mafah

What are your expectations/hopes for Phil Mafah in 2026?

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May 12 • 6:00 PM EDT • Sports • sports.yahoo.com
How The Investment Story Is Shifting For AMC Entertainment Holdings (AMC)

Analysts have recently adjusted their price targets for AMC Entertainment Holdings, with some referencing fair value estimates around US$2.03 per share and others setting more cautious targets near US$1.10 to US$1.50. These moves reflect a split view, where bullish research relies on revenue and margin assumptions, while bearish reports focus on capital structure and execution risks, especially around box office expectations. As you read on, you will see how these differing calls fit into the...

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May 12 • 5:24 PM EDT • Entertainment • finance.yahoo.com
Is Q1 2026 Legal Accrual-Driven Loss Altering The Investment Case For Live Nation (LYV)?

In the first quarter of 2026, Live Nation Entertainment reported sales of US$3,793.03 million, but a net loss of US$389.1 million as a US$450 million legal accrual tied to investigations and litigation pushed the company into an operating loss. At the same time, the long-running Popp v. Live Nation and Ticketmaster nationwide class action over allegedly supracompetitive ticketing fees advanced, while management emphasized double-digit adjusted operating income growth expectations and record...

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May 10 • 7:33 PM EDT • Entertainment • simplywall.st
Cade Klubnik is undeterred by slide to round four

Entering the 2025 season, the expectations were high for former Clemson quarterback Cade Klubnik.

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May 9 • 11:43 PM EDT • Sports • nbcsports.com
Young Ducks showing maturity this postseason

The Ducks are playing above expectations so far in the playoffs, and it's because of the maturity of the young core.

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May 8 • 8:28 PM EDT • Sports • sports.yahoo.com
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VIEW April jobs report shows continued strength

U.S. employment increased more than expected in April while the unemployment rate held steady at 4.3%, pointing to labor market resilience and reinforcing expectations that the Federal Reserve would leave interest rates unchanged for some time.

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May 8 • 9:16 AM EDT • Business • reuters.com
US economy added 115,000 jobs in April, beating expectations

The U.S. economy added jobs at a modest pace last month according to the Labor Department's April 2026 jobs report that was released on Friday.

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May 8 • 8:31 AM EDT • Business • foxbusiness.com
Bayern Munich are not done yet

Failing to make the Champions League final will sting but Vincent Kompany's side have exceeded expectations and the future looks bright

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May 7 • 1:46 AM EDT • Sports • nytimes.com
BCE Beats on AI-Powered Business, Higher Revenue

BCE Inc. beat analyst expectations in the first quarter as its investments in artificial intelligence infrastructure pay off.

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May 6 • 8:00 PM EDT • Business • bloomberg.com
Flutter Entertainment’s (NYSE:FLUT) Q1 CY2026 Sales Beat Estimates

Global online betting powerhouse Flutter Entertainment (NASDAQ:FLUT) reported Q1 CY2026 results beating Wall Street’s revenue expectations, with sales up 17....

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May 6 • 5:25 PM EDT • Entertainment • stockstory.org
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Kraft Heinz sees early payoff from $600 million brand bet

Kraft Heinz beat Wall Street expectations as CEO Steve Cahillane said investments in core brands are beginning to revive sales and market share at the Chicago food giant.

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May 6 • 10:34 AM EDT • Business • chicagobusiness.com
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CVS blows past estimates, hikes outlook as insurance business outperforms

All of the health-care giant's business segments, including its insurer Aetna, its retail pharmacy and health services unit, surpassed expectations.

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May 6 • 6:31 AM EDT • Health • cnbc.com
Infineon Sales Forecast Beats as AI Boosts Power Chip Business

Infineon Technologies AG forecast revenue that beat analysts’ expectations in the current quarter as the German chipmaker benefits from a spending boom on artificial intelligence infrastructure.

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May 6 • 1:32 AM EDT • Business • bloomberg.com
AMC Entertainment (NYSE:AMC) Surprises With Strong Q1 CY2026

Theater company AMC Entertainment (NYSE:AMC) beat Wall Street’s revenue expectations in Q1 CY2026, with sales up 21.2% year on year to $1.05 billion. Its non-GAAP loss of $0.36 per share was 6.9% below analysts’ consensus estimates.

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May 5 • 5:16 PM EDT • Entertainment • finance.yahoo.com
AMC Entertainment (NYSE:AMC) Surprises With Strong Q1 CY2026

Theater company AMC Entertainment (NYSE:AMC) beat Wall Street’s revenue expectations in Q1 CY2026, with sales up 21.2% year on year to $1.05 billion. Its non...

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May 5 • 5:16 PM EDT • Entertainment • stockstory.org
Accel Entertainment (NYSE:ACEL) Exceeds Q1 CY2026 Expectations

Slot machine and terminal operator Accel Entertainment (NYSE:ACEL) announced better-than-expected revenue in Q1 CY2026, with sales up 8.5% year on year to $3...

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May 5 • 5:14 PM EDT • Entertainment • stockstory.org
Sphere Entertainment Posts Showstopping Q1 Performance

Sphere Entertainment beat expectations for the first quarter, thanks to a strong performance by its Las Vegas venue. Sphere stock rose.

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May 5 • 7:59 AM EDT • Entertainment • investors.com
Sphere Entertainment (NYSE:SPHR) Surprises With Strong Q1 CY2026, Stock Soars

Content production and distribution company Sphere Entertainment (NYSE:SPHR) reported Q1 CY2026 results exceeding the market’s revenue expectations, with sal...

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May 5 • 7:48 AM EDT • Entertainment • stockstory.org
Paramount earnings, revenue beat expectations as streaming business offers a boost

Paramount Skydance said it added streaming subscribers during the first quarter even as it instituted its first price hike since 2024.

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May 4 • 4:08 PM EDT • Business • cnbc.com
Take-Two CEO Says ‘Grand Theft Auto VI’ Expectations Are ‘Terrifying’

The upcoming video game is expected to be one of the biggest entertainment releases of all time

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May 4 • 3:16 PM EDT • Technology • bloomberg.com
Defying Planetary Science Expectations, Trans-Neptunian Object 2002 XV93 Somehow Has An Atmosphere

Future observations are necessary to understand how this is possible.

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May 4 • 11:00 AM EDT • Science • iflscience.com
An unexpected journey: The Celtics’ raised expectations and back again

That was an abrupt ending to the story of the Celtics season

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May 3 • 12:00 PM EDT • Sports • sports.yahoo.com
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field

‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field ‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field A field that once seemed like a direct path to stable, lucrative work is becoming less certain under AI, students and faculty told Spectator. By Ria Vasishtha and Arjun Menon May 3, 2026 Shanying Liu / Deputy Illustrations Editor Asia Genawi, SEAS ’29, first encountered artificial intelligence during her sophomore year at her high school in Indiana. Back in 2023, policies on AI varied widely—even within the same district—and some schools had no guidance at all. As Genawi began to see the effects of AI trickle into her classroom, she turned to guidance from her home state’s Department of Education, which she said she found “outdated and inaccessible.” Genawi spent the rest of her high school career dedicated to the issue, including writing a 15-page memo exploring varying AI policies across Indiana schools, which she sent to every Indiana state senator and representative whose contact information she was able to find. She later helped draft a bill that would have required public high schools to establish and share their own AI policies with students in an accessible format. But with so many other bills already awaiting referral, hers never made it to committee. When Genawi arrived at Columbia to study computer science, she found that the gaps she had spent years trying to address in Indiana had followed her there. Many students and professors were also grappling with what AI meant for the field. Across Columbia’s undergraduate schools, computer science has become the most popular major—accounting for around 11 percent of degrees awarded in Columbia College, 32 percent in the School of Engineering and Applied Science, and 12 percent in the School of General Studies in 2024. While the number of computer science majors in SEAS grew from 166 to 173 during the 2024-25 academic year, the total number across the three schools fell around 4.5 percent from 393 to 375, driven by declines at Columbia College and General Studies. At Barnard, it has grown to become the second most popular major as of 2025, up from third the year prior. The number of degrees awarded have grown fivefold since 2016. Faculty members and students in the department told Spectator that the surge in the major’s popularity has been driven in large part by its apparent promise of a secure, well-paid career path. However, they noted that the recent rise of generative AI has compromised the sense of stability that once defined the field, even as interest in technical skills among students persists. According to data from the Federal Reserve Bank of New York in 2024, out of 74 majors tracked, computer science had the fifth highest unemployment rate among majors at 7 percent, while computer engineering had the second highest at 7.8 percent. “Anecdotally, people are moving away from CS as a major,” Daniel Bauer, a senior lecturer in the computer science department, said. “They’re still taking some of our classes, right, because they think they need that, but they’re instead majoring in other things.” Bauer described a field that had shifted from what he called a “nerdy outlier discipline” to one that “everyone needs,” a sign that technical skills have become a baseline expectation across industries with the emergence of AI. “A lot of people thought, ‘Oh, it’s a guaranteed path to a stable income. You get a six-figure job right out of your undergrad,’” Bauer said. Now, companies may see AI as a way to reduce demand for entry-level programmers, especially in what he calls “code monkey jobs,” roles where a large number of employees are “just writing out code nine-to-five.” Chris Murphy, a senior lecturer in the computer science department, described the current moment as the convergence of two forces: the downturn of the job market and generative AI coming onto the scene. “Things kind of started to really pick up in 2014, 16,” he said, recalling the years after the weaker 2010 market. Murphy added that this was also a period where “students were getting more experience outside of class than they were inside of class” through internships, jobs, and side projects. Murphy suggested that the earlier momentum helped make computer science feel like both an academic program and a reliable pathway into work. That feeling is harder to sustain now as the industry reconfigures, which is a shift that students are seeing firsthand. Rebecca Yu, SEAS ’27, said that during a recent internship in Big Tech, she saw that “every single tech company was racing to integrate” large language models. She added that her manager said her intern class was the first to complete their assigned projects, which she attributed to the increased efficiency that comes with AI. Frank Liu, SEAS ’29, said that with AI lowering the barrier to coding, companies now expect everyone to write code. “A lot of companies outright say if you’re not using coding in your job, you might get fired for not being productive enough,” Liu said. Yu similarly expressed that students increasingly have to accept AI being a part of industry workflow, adding that many also “make use of it to maximize their productivity.” Richard Li, CC ’28, described a “franticness” among his peers as the pace of change accelerates. He explained how “some new tool” is released regularly, noting that tools rise and fall in prominence within weeks. He has come to believe that he doesn’t need to “match that speed all the time” and keep up with every development. Li has learned that AI tools allow him to “take a breath” and “get back into the loop much easier than before” when he needs to. While some companies specifically target Columbia when hiring, sending representatives to campus career fairs and recruiting large numbers from Columbia, a computer science degree cannot be treated as a static credential, Yu described. “You can’t just get your degree and stop learning after that. You have to always be learning,” Yu said. “That is something you basically have to expect for your job.” AI has not only affected students’ decisions to major in computer science, but also reshaped how the subject is taught. Across departments, faculty members no longer treat work done outside the classroom as a reliable measure of understanding, shifting instead toward in-person exams, quizzes, and attendance checks. While homework once made up as much as 60 to 70 percent of a student’s grade in computer science classes, Murphy said that breakdown has since flipped, with exams and quizzes now accounting for the majority. “The assumption—especially among pessimists—is that they’re using it to do their homework,” Murphy said. “They take the homework assignment. They put it into generative AI. Out comes the solution. Submit solution. The end.” Murphy said that faculty members ranged in their responses from fully prohibiting AI use to actively teaching students how to effectively work with AI. He said he shifted his approach this year after his teaching assistants called his belief that students weren’t using the technology “naïve,” and now permits students to use AI on assignments. His surveys of students in his introductory classes have told a more complicated story than the one so-called pessimists offer: Around 60 to 70 percent of students who reported using AI said they used it to have concepts explained to them, to clarify assignment instructions, to generate test cases, or to create practice questions. “Those are all ways that you might have had a tutor in the past to do that, and now you have this AI essentially as your tutor,” he said. Bauer has taken a different approach, teaching students how to use AI productively without sacrificing the core principles of the discipline. “People who are trained to actually use AI tools productively, while being in charge of designing the overall project, will be very much in demand in the next couple of years,” he said. Over the past year, a working group of computer science faculty has been redesigning the introductory and intermediate programming sequence to integrate generative AI as both a subject and a tool, representatives from SEAS wrote in a statement to Spectator. The effort is “coordinated” across the department, “not course-by-course,” with a systematic assessment of how AI integration is affecting student outcomes underway to shape the next round of changes. The goal, the department explained, is for students to be able to “read, verify, and reason about code, whether they or a model wrote it.” Tony Dear, senior lecturer in the computer science department, is piloting individualized AI feedback in a discrete mathematics course, while a machine learning course is also testing a Socratic AI dialogue system designed to “guide inquiry rather than supply answers,” the statement reads. Beyond individual courses, SEAS funded seven cross-departmental faculty projects in generative AI this past academic year, spanning biomedical engineering, chemical engineering, industrial engineering, and computer science, according to the statement. This phenomenon extends beyond the computer science department. SEAS’ new AI minor, which it announced in November 2025, reflects the University’s attempt to adapt. The minor is specifically designed for noncomputer science majors and aims to provide “essential AI knowledge” while emphasizing practical and responsible use across disciplines, according to the SEAS website. At the center of the minor is AI in Context, a course taught by a team of faculty from the departments of computer science, applied mathematics, philosophy, music, literature, and the Writing Center, the representatives told Spectator. Bauer described it as targeted at students who want to bring AI into fields like economics or biology, rather than as a path into software engineering itself. At the graduate level, SEAS announced a new Master of Science in artificial intelligence in February, with the inaugural cohort starting in the fall. While recognizing how AI has helped them navigate coursework, students also described its rise as isolating, even among members of the Application Development Initiative, one of Columbia’s largest computer science clubs. “As people start to ask AI for questions that they would normally ask students and members, it starts to isolate people” Li said. Alexa Kafka, BC ’27, echoed Li’s sentiment, pointing out that computer science has always been a collaborative discipline with code reviews and pull requests, even as AI makes independent work easier. Despite this, Kafka noted that she hasn’t been to office hours “in at least a year.” Bauer added that faculty are exploring long-term solutions to the assessment problem. “One of the things that we’re trying to do at the department or school level is to maybe move towards computerized testing facilities,” Bauer said, referring to ideas in the department to revitalize computer labs as an alternative to pen-and-paper exams. “We have to accept that this is the reality, for better or worse.” But more exams, students say, does not mean better learning, nor does it reflect how computer science is actually done. “Code is so variable and can be approached in so many directions, there’s never just going to be one correct answer. There can be multiple optimal solutions,” Kafka said. Students also expressed concern that the shift toward exam-heavy grading pulls focus away from the applied, project-based work that better reflects both discipline and industry expectations. ADI has tried to respond more quickly than the curriculum can. Through a vibe coding workshop this past semester, club members said they wanted to help students understand not just that AI exists, but how to use it deliberately. “Vibe coding” refers to the practice of prompting AI to write code for a task or project, and has become widespread enough that ADI felt the gap in formal instruction was worth addressing, according to Sophia Huang, BC ’29. The workshop introduced students to the concept of context engineering, which Shaina Sahu, SEAS ’27, described as not just writing a prompt, but optimizing “the rest of the relevant information that you would feed into the model.” Without that, students said that AI-generated code can fail at scale or introduce difficult-to-detect bugs. Genawi said the shift toward AI has changed what it means to be good at computer science. “I think the shift has kind of gone towards what can you create and what can you do, instead of, what do you know,” she said. Indeed, during ADI DevFest, its annual hackathon, Li said more teams are trying to complete their projects than in years past. While sign-ups have historically outpaced submissions, Li said this is beginning to change because teams “have a tool that completes the vision for them.” While many students see AI as an equalizer that lowers the barrier to entry for coding and technical work, Murphy said it also creates new equity concerns inside the classroom around who can afford stronger tools and who already knows how to use them. “The equity issues I worry about are students who have access to paid versions of things versus free versions of things,” he said. Although popular AI models like ChatGPT and Claude have free versions available, both have paid models that can reach over $100 per month, which output different qualities of code. Murphy also pointed to differences in prior exposure to AI literacy itself. “Students who go to high schools or K-12 education, where they’re taught AI literacy, prompt engineering, context engineering, they understand how to do this, as opposed to students who go to schools who don’t teach that,” he said. “Then they come in, and then they’re somehow expected to know how to use these tools.” For Genawi, those disparities begin long before students arrive on campus. “It’s very interesting to consider how lucky you were geographically,” she said. “To be born where you were is influencing your ability to get access to these spaces.” Students like Yu, though broadly apprehensive about the future of computer science, are not without hope. “I’m optimistic, because I think if you’re truly passionate about CS, there will definitely be a place in the field to do something you want to do,” she said. Senior Staff Writer Ria Vasishtha can be contacted at ria.vasishtha@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Staff Writer Arjun Menon can be contacted at arjun.menon@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Want to keep up with breaking news? Subscribe to our email newsletter and like Spectator on Facebook. Produced with Spectate by Emily Ta

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May 2 • 8:00 PM EDT • Science • columbiaspectator.com
Where the Cowboys’ new-look defense ranks after the draft

What do you think is a realistic expectation for the Cowboys defense in 2026?

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May 2 • 3:00 PM EDT • Sports • sports.yahoo.com
Analysis: Bees reignite European push

Brentford have defied expectations in their first season under Keith Andrews, but their home form - so impressive in the first half of the campaign - was starting to become a worry. The Bees rode their luck at times but, like West Ham, should have scored more, with Mikkel Damsgaard and Igor Thiago both missing clear chances. Sepp van den Berg flashed a header wide late in the first half, but El Hadji Malick Diouf's foul on Dango Ouattara - and Thiago's penalty - settled Brentford nerves.

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May 2 • 12:47 PM EDT • Sports • sports.yahoo.com
Business Lookahead: Eyeing oil, US jobs, and European earnings

STORY: From high oil prices and the conflict in the Middle East to U.S. jobs data and corporate earnings, here’s what you need to watch in business and finance in the week ahead.:: Crude and currencyOil prices briefly topped $120 a barrel this week to hit their highest level since 2022 as the war with Iran enters a third month.While the U.S. and Iran face pressure to end a conflict that has shut the Strait of Hormuz, the world watches anxiously as the biggest-ever disruption to energy supplies unfolds.For each week the Strait is closed, keeping oil elevated, the greater the economic risks via higher inflation or weak growth or, for some, both. Oil importer Japan just intervened to prop up a yen that has been weakened by the conflict.A new month is now underway and some traders will be mindful of that old adage, "Sell in May and go away.":: Jobs gyrationsAs the U.S. economy grapples with fallout from the Middle East war, Wall Street's radar turns to Friday's April monthly payrolls report.The U.S. economy likely created 73,000 new jobs, economists polled by Reuters forecast. In March, payrolls increased by 178,000, the most since December 2024, but that followed a sharp decline in February.The U.S. employment data comes amid signs of hawkishness at the Federal Reserve, as Donald Trump pick Kevin Warsh prepares to take over as chair with the U.S. president keen on rate cuts.:: Starmer’s statusThursday's local elections in Britain, usually a non-event for investors, could move markets in a big way, with opinion polls pointing to a heavy defeat for Prime Minister Keir Starmer's Labour Party.A heavy defeat could spark more widespread demands for his dismissal among his own lawmakers and stoke expectations of a successor more willing to run looser budgets. That would bring more bad news for British bonds.::European earningsIt's a big week for European earnings with Shell and Commerzbank among those reporting.On aggregate, profits are expected to grow 3.2% in Q1, according to LSEG I/B/E/S. Under the surface, it's a little bit more complicated. Growth is expected to be driven by just three sectors: financials, tech and energy. The latter is seen as the biggest beneficiary of the Iran war due to higher oil and gas prices.But if the war, and energy surge, persist, the overall outlook for Europe's earnings could turn.

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May 1 • 5:33 PM EDT • Business • finance.yahoo.com
MGM Resorts' quarterly profit misses estimates amid slower Las Vegas business

MGM Resorts International missed Wall Street expectations for first-quarter profit on Thursday, hurt by ​weaker performance of its Las Vegas businesses amid ongoing macroeconomic ‌uncertainty.

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Apr 29 • 5:35 PM EDT • Business • reuters.com
Google Reports 81% Jump in Profits, Beating Wall Street Expectations

The tech giant’s revenue rises 22% in the first quarter.

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Apr 29 • 4:14 PM EDT • Business • wsj.com
Earnings call transcript: PENN Entertainment beats EPS expectations in Q1 2026

Earnings call transcript: PENN Entertainment beats EPS expectations in Q1 2026

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Apr 28 • 10:14 AM EDT • Entertainment • investing.com
AMC Entertainment (AMC) Expected to Beat Earnings Estimates: Should You Buy?

AMC Entertainment (AMC) possesses the right combination of the two key ingredients for a likely earnings beat in its upcoming report. Get prepared with the key expectations.

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Apr 28 • 10:00 AM EDT • Entertainment • finance.yahoo.com
Astrobotic fires next-generation 'rotating detonation rocket engine' in record-breaking test (video)

"Chakram more than exceeded our expectations."

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Apr 27 • 9:00 AM EDT • Technology • space.com
How The Golden Entertainment (GDEN) Investment Story Is Shifting With Mixed Analyst Sentiment

The fair value price target for Golden Entertainment is now set at US$30.0, effectively unchanged from the prior US$30 level and signaling a steady headline anchor for the story. This static target comes as bullish and bearish analysts weigh steadier execution potential against more cautious expectations and a downgrade in research commentary. As you read on, you will see how to track these shifting views and what they may mean for following the evolving narrative around the stock. Analyst...

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Apr 27 • 8:03 AM EDT • Entertainment • finance.yahoo.com
Magical Abilities Removed From Upcoming Assassin's Creed Hexe, Leak Suggests

Fresh leaks point to a major change for the upcoming witchcraft-themed Assassin's Creed Hexe, and expectation of an Assassin's Creed 1 remake.

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Apr 27 • 6:02 AM EDT • Technology • ign.com
Yearbook Advice vs. Seed Business Reality: “Never Change” Is an Awful Strategy

Seed companies can’t rely on “never change” thinking. To stay competitive, leaders must protect customer trust while evolving sales channels, pricing models, digital tools, agronomic insight, and product positioning. Intentional change helps seed businesses adapt to farmer expectations, build resilience, create differentiation, and keep growing in a fast-changing agricultural marketplace.

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Apr 27 • 12:33 AM EDT • Business • seedworld.com
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Lake Erie College renames program to the Master of Reading Science

Lake Erie College in Painesville has officially renamed its Mastery of Literacy program to the Master of Reading Science, reflecting the college’s full alignment with the Science of Reading and Ohio’s updated expectations for educator pre…

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Apr 25 • 11:00 AM EDT • Science • news-herald.com
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Top 5: UFC Vegas 116 ‘Fight of the Night’ candidates

Expectations continue to mobilize behind Youssef Zalal in the court of public opinion. Aljamain Sterling now stands in his way.

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Apr 25 • 10:05 AM EDT • Sports • sports.yahoo.com
How Investors Are Reacting To Sphere Entertainment (SPHR) Upgraded Earnings Momentum And Analyst Sentiment

Sphere Entertainment recently attracted attention after Zacks assigned it a Momentum Style Score of A and a Zacks Rank of #2 (Buy), reflecting improved analyst sentiment and positive earnings estimate revisions in the period leading up to today. This shift in sentiment highlights how changing expectations for Sphere’s earnings power and momentum profile can influence how investors view its longer-term prospects. Next, we’ll examine how this stronger earnings momentum, highlighted by upgraded...

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Apr 24 • 11:13 AM EDT • Entertainment • simplywall.st
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PENN Entertainment (NASDAQ:PENN) Exceeds Q1 CY2026 Expectations

Casino, sports betting and entertainment operator PENN Entertainment (NASDAQ:PENN) reported Q1 CY2026 results exceeding the market’s revenue expectations, wi...

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Apr 23 • 7:26 AM EDT • Entertainment • stockstory.org
PENN Entertainment (NASDAQ:PENN) Exceeds Q1 CY2026 Expectations

Casino, sports betting and entertainment operator PENN Entertainment (NASDAQ:PENN) reported Q1 CY2026 results exceeding the market’s revenue expectations, with sales up 6.4% year on year to $1.78 billion. Its non-GAAP profit of $0.11 per share was significantly above analysts’ consensus estimates.

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Apr 23 • 7:26 AM EDT • Entertainment • finance.yahoo.com
UnitedHealth Group Reports Flat First-Quarter Earnings

One of the nation’s largest insurers, the company’s profits were higher than analysts’ expectations but still fell short of showing a significant comeback.

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Apr 21 • 5:55 AM EDT • Health • nytimes.com
UnitedHealth Group Reports Flat First-Quarter Earnings

One of the nation’s largest insurers, the company’s profits were higher than analysts’ expectations but still fell short of showing a significant comeback.

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Apr 21 • 5:55 AM EDT • Business • nytimes.com
Kevin Durant Practice Video Emerges After Game 2 Injury Update

The Houston Rockets struggled to get by in Game 1 against the Los Angeles Lakers. The Rockets were without their best player as Kevin Durant nursed a knee injury. While the initial expectation was that the injury was not a significant concern, it turned out to be serious enough to force Durant to sit out the series opener.

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Apr 20 • 9:09 PM EDT • Sports • sports.yahoo.com
This Alien Solar System Doesn’t Follow the Rules – and Scientists Are Intrigued

The LHS 1903 system defies expectations with a rocky outer planet, prompting new ideas about how planets form and evolve.

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Apr 20 • 6:51 AM EDT • Science • scitechdaily.com
UK's M&C Saatchi warns Mideast war could hit sport and entertainment business

British advertising group M&C Saatchi warned ​on Monday that the Middle ‌East conflict is likely to significantly impact its sport, entertainment and consumer-facing ​business, while forecasting 2026 operating ​profit in line with market expectations.

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Apr 20 • 2:23 AM EDT • Entertainment • reuters.com
UK's M&C Saatchi warns Mideast war could hit sport and entertainment business

British advertising group M&C Saatchi warned ​on Monday that the Middle ‌East conflict is likely to significantly impact its sport, entertainment and consumer-facing ​business, while forecasting 2026 operating ​profit in line with market expectations.

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Apr 20 • 2:23 AM EDT • Business • reuters.com
AMC Entertainment price target raised to $2 from $1.50 at B. Riley

B. Riley raised the firm’s price target on AMC Entertainment (AMC) to $2 from $1.50 and keeps a Neutral rating on the shares. Industry box office revenue rose 22% year over year in the period, outperforming expectations and driven by strong releases in March, particularly Project Hail Mary, alongside solid contributions from Scream 7 and Hoppers, the analyst tells investors in a research note. Looking ahead to Q2, box office is expected to grow slightly, with gains in June offset by weaker April

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Apr 18 • 9:46 AM EDT • Entertainment • finance.yahoo.com
Which 2026 NFL Draft prospects could slide to later picks?

Expectations rarely align with reality in the NFL draft, and these five prospects could have a longer wait than many might have them pegged for.

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Apr 18 • 7:49 AM EDT • Sports • sports.yahoo.com
Netflix shares fall after downbeat revenue forecast, co-founder to leave

Shares in ​Netflix fell sharply ‌in Europe on Friday ​after the ​company forecast revenue ⁠growth below expectations ​and as ​chairman and co-founder Reed Hastings said ​he ​would not seek re-election.

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Apr 17 • 2:07 AM EDT • Business • reuters.com
Expectations for 2026 NFL Draft: 'There'll probably be a lot of trades.' Here's who could be on move before and afterward
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Apr 16 • 8:00 PM EDT • Sports • sports.yahoo.com
Report: Lakers not expecting injured stars to return versus Rockets

The Lakers reportedly have “no expectation” of having either Luka Doncic or Austin Reaves for their first-round playoff series against the Rockets.

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Apr 16 • 4:23 PM EDT • Sports • sports.yahoo.com
Temper your post-season expectations for the Cavaliers

The Cavaliers are a sheep in wolves clothing.

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Apr 16 • 12:30 PM EDT • Sports • sports.yahoo.com
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Why Promising Cancer Drugs Failed: Scientists Uncover the Missing Piece

A new study helps explain why a promising class of cancer drugs has often failed to meet expectations in clinical trials.

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Apr 16 • 10:46 AM EDT • Science • scitechdaily.com
PepsiCo earnings beat estimates as North American food business improves

PepsiCo's quarterly earnings and revenue topped Wall Street's expectations.

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Apr 16 • 6:02 AM EDT • Business • cnbc.com
Alabama Predicted by CBS Sports to Exceed Expectations

CBS Sports predicts a surprising 10- or 11-win season for Alabama. Can new offensive coordinator Ryan Grubb unlock a championship run?

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Apr 15 • 9:56 AM EDT • Sports • sports.yahoo.com
Roundup: Business optimism / Cleveland’s housing answer / America at 250

Slipping further: U.S. small business optimism fell for a third straight month in March, hitting its lowest level in nearly a year as the Iran conflict drove up energy costs and uncertainty. Owners reported weaker expectations for profits, sales and economic conditions, while plans for capital spending dropped sharply. Rising input costs are also prompting […]

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Apr 14 • 4:05 PM EDT • Business • businessreport.com
J.P. Morgan Sees Resiliency in U.S. Economy Despite Iran War

The nation’s largest bank said it earned record trading profits in the first quarter but tempered expectations overall for its business.

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Apr 14 • 10:17 AM EDT • Business • nytimes.com
A Look At Caesars Entertainment (CZR) Valuation After Its Mixed Earnings-Driven Share Price Move

Caesars Entertainment (CZR) is back in focus after its latest earnings report, where revenue topped analyst forecasts while adjusted operating income and EPS came in below expectations, yet the share price moved higher. See our latest analysis for Caesars Entertainment. The latest move higher in Caesars Entertainment's share price comes after its earnings release, with the stock showing a 13.54% year to date share price return while the 5 year total shareholder return is still down 69.86%...

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Apr 13 • 10:11 PM EDT • Entertainment • finance.yahoo.com
The ‘bar has raised’ for UF computer science and engineering students

AI is changing expectations of CSE students entering the workforce

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Apr 13 • 8:00 AM EDT • Science • alligator.org
Saturn’s Magnetic Shield Isn’t What Scientists Expected

Saturn’s magnetic shield behaves in a way that defies Earth-based expectations.

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Apr 12 • 11:13 PM EDT • Science • scitechdaily.com
UFC adds former title challenger to the White House card

Despite arguably being one of the best six-fight lineups in the company's history, the UFC White House card suffered backlash from fans for not living up to the lofty expectations placed on its shoulders. To combat the noise, Dana White decided to add more firepower to the June 14 event. The ...

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Apr 12 • 10:07 PM EDT • Sports • sports.yahoo.com
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Rosenior: Chelsea ‘nowhere near’ expectations against Man City

Liam Rosenior was highly critical of Chelsea’s second-half performance after they fell to a 3-0 defeat to Manchester City on Sunday. The Blues started brightly at Stamford Bridge and even thought t...

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Apr 12 • 5:00 PM EDT • Sports • sports.yahoo.com
Analysis: Rogers still has more to prove

Morgan Rogers is attracting a lot of attention and the growing expectation is he will leave Aston Villa in the summer. Villa will likely need to sell a star player, regardless of whether they qualify for the Champions League, and Rogers is their best asset - especially with Boubacar Kamara out injured. An impressive World Cup would also strengthen Villa's hand but the England forward needs to show more of a clinical nature throughout the pitch.

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Apr 12 • 3:40 PM EDT • Sports • sports.yahoo.com
Tencent Music Entertainment Group (NYSE:TME) Valuation Check As Options Volatility Climbs And Analyst Caution Grows

Recent trading in Tencent Music Entertainment Group (NYSE:TME) options has shown unusually high implied volatility. This points to expectations of sharp share price swings, while analyst sentiment on the stock and sector remains cautious. See our latest analysis for Tencent Music Entertainment Group. The latest share price of $9.36 sits against a 30 day share price return of 34.04% and a year to date share price return of 47.59%, while the 1 year total shareholder return of 21.48% contrasts...

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Apr 12 • 5:22 AM EDT • Entertainment • simplywall.st
Former GTA 6 developer warns trailer visuals won't match final gameplay

A former Grand Theft Auto 6 developer has tempered expectations for GTA 6's graphics when it releases, suggesting it will fall short of the trailers.

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Apr 9 • 11:04 AM EDT • Technology • tweaktown.com
What banking can teach health care about protecting patient data

The culture and expectations surrounding health data privacy continue to lag behind those that define the financial system.

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Apr 9 • 9:30 AM EDT • Health • thehill.com
Debut novel grapples with injustice, expectations

BRATTLEBORO — A "high stakes, dystopian novel" for middle grade readers is a gripping story that explores injustice and societal expectations.

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Apr 8 • 3:08 PM EDT • Entertainment • reformer.com
Apple very cautious about iPhone Ultra sales; Samsung wins concession

A new report suggests Apple is being extremely cautious in its expectations of demand for its most expensive ever smartphone,...

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Apr 8 • 8:52 AM EDT • Technology • 9to5mac.com
Horse Tracks: AFC West offseason expectations

The AFC West is changing this offseason, but the media narratives are all staying the same.

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Apr 8 • 6:00 AM EDT • Sports • sports.yahoo.com
Iowa Business Council Survey: Confidence rises in early 2026

The Iowa Business Council reports increased business confidence in the first quarter of 2026, driven by high sales expectations.

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Apr 7 • 7:00 PM EDT • Business • kcci.com
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Apple faces supply chain problem as MacBook Neo demand exceeds expectations

The new MacBook Neo has apparently been a smash hit, and Apple will likely talk up its success at its...

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Apr 7 • 10:06 AM EDT • Technology • 9to5mac.com
How Embed Ushered Family Entertainment Centers Into the Digital Age

Companies such as Embed are working to bring family entertainment centers more in line with current digital expectations.

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Apr 6 • 4:12 PM EDT • Entertainment • usatoday.com
3 Things to Know: Brands and Social Issues, Adult Recreational Sports League Participation Rebounds, and Sports Betting Partnerships

CivicScience has the world’s largest proprietary database of real-time declared intent, allowing brands to activate high-performing advertising that drives up to 80% better performance. See how our partners achieve superior marketing outcomes here. 1. Consumers hold mixed expectations on brand activism, with Democrats more likely to switch or boycott based on personal values, while Republicans [...]Read More... from 3 Things to Know: Brands and Social Issues, Adult Recreational Sports League Participation Rebounds, and Sports Betting Partnerships

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Apr 6 • 4:11 PM EDT • Sports • civicscience.com
A Look At BrightSpring Health Services (BTSG) Valuation After Strong Revenue Growth And Upgraded EBITDA Guidance

BrightSpring Health Services (BTSG) is drawing attention after reporting a quarter with 16.3% year on year revenue growth and full year EBITDA guidance that exceeded analyst expectations. See our latest analysis for BrightSpring Health Services. The latest $43.10 share price comes after a 2.6% 1 day share price return and a 9.8% 90 day share price return. The 1 year total shareholder return of about 1.5x reflects how investors have reacted to the strong results and recent leadership...

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Apr 6 • 12:31 AM EDT • Health • finance.yahoo.com
Return to Sport Rates Following Total Knee Arthroplasty

A recent study shows that understanding timelines and key factors could help clinicians give tailored advice and set realistic expectations for their patients undergoing TKA.

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Apr 6 • 12:02 AM EDT • Sports • consultqd.clevelandclinic.org