Category: Top News

  • Perplexity Introduces an OpenClaw-Style Tool that Manages Projects End-to-End

    Perplexity Introduces an OpenClaw-Style Tool that Manages Projects End-to-End

    IBL News | New York

    Perplexity introduced Computer, an agentic tool that unifies all AI capabilities into one system, enabling it to research, design, code, deploy, and manage any project end-to-end. The agent runs into a secure development sandbox.

    Perplexity Computer appears as a rival to Claude Code and OpenClaw for creating personal AI agents that can build websites, dashboards, applications, and perform analysis and visualizations.

    The company described it as “a general-purpose digital worker that operates the same interfaces you do” and “a system that creates and executes entire workflows, capable of running for hours or even months.”

    It’s only available on the web for Perplexity Max subscribers ($200/month) to start, while Perplexity says it will roll out to Pro ($20/month).

    • Perplexity Computer coordinates with tools, files, personal context, various AI models, deep research on the open web, agentic web access, coding capabilities, and file creation.
    • It draws from 19 models, open-source and proprietary, but at the start, it “uses Opus 4.6 for orchestration and coding tasks, Gemini for deep research, Nano Banana for images, Veo 3.1 for video, Grok for speed in lightweight tasks, and ChatGPT 5.2 for long-context recall and wide search.”
    • Perplexity has introduced per-token billing for consumers, as agents can rack up token costs quickly. Max users get 10,000 tokens as part of their plans, and Perplexity is giving them an extra 20,000 tokens for the launch of Perplexity Computer.

     

  • Coders, Customer Representatives, and Financial Analysts Are the Jobs Most Exposed to AI, Says Anthropic

    Coders, Customer Representatives, and Financial Analysts Are the Jobs Most Exposed to AI, Says Anthropic

    IBL News | New York

    Computer programmers, customer service representatives, and financial analysts will be among the occupations most exposed to AI.

    Anthropic has forecasted the impact of AI on labor markets by combining LLM capability with real-world data, including the O*NET database, which enumerates tasks associated with around 800 unique occupations in the US.

    The most exposed workers will likely be older, female, more educated, and higher-paid, according to the company.

    However, it’s unclear if there will be a disruption. The effects of industrial robots on unemployment continue to be debated.

    The top ten most exposed occupations under Anthropic’s measure show that Computer Programmers are at the top, with 75% coverage, followed by Customer Service Representatives. Finally, Data Entry Keyers, whose primary task of reading source documents and entering data is significantly automated, are 67% covered.

    At the bottom end, 30% of workers have zero coverage. This group includes, for example, Cooks, Motorcycle Mechanics, Lifeguards, Bartenders, Dishwashers, and Dressing Room Attendants.

    The US Bureau of Labor Statistics (BLS) publishes regular employment projections, with the latest set, published in 2025, covering predicted employment changes for every occupation from 2024 to 2034.

    Anthropic compared its job-level coverage measure to the Federal Government’s predictions.

    Researchers have taken different approaches. Some say that the job apocalypse is unlikely, as today, more AI programmers are being hired

  • A Startup that Builds AI Agents to Limit Downtime Systems Hits a $1 Billion Valuation

    A Startup that Builds AI Agents to Limit Downtime Systems Hits a $1 Billion Valuation

    IBL News | New York

    Resolve AI, a startup building AI agents to find and fix problems in live software systems, raised an additional $125 million, reaching a $1 billion valuation.

    To reduce downtime, AI agents take actions autonomously, monitoring source code, connected databases, and underlying infrastructure, identifying the issue’s root cause and resolving it automatically, without requiring engineers to be on call to manually intervene.

    These agents also help keep the system healthy and secure, flagging potential vulnerabilities and performance degradation.

    To build its AI agents, Resolve AI uses frontier AI models and its in-house models.

    While agents like Cursor or Claude Code help developers generate new code faster, Resolve AI focuses on software that’s already working.

    The mentioned round was led by Lightspeed Venture Partners. Existing investors Unusual Ventures, Artisanal Ventures, and A* also participated, along with Greylock Partners, which led the startup’s $35 million seed round in late 2024.

    The startup has since signed on high-profile customers, including Salesforce, Coinbase, and DoorDash, as well as 17 others.

    Co-founders CEO Spiros Xanthos and CTO Mayank Agarwal started Resolve AI after leaving Splunk, the data platform Cisco Systems acquired in March 2024 for $28 billion. (Splunk had acquired Xanthos and Agarwal’s prior company, Omnition, in 2019.)

    As developers, Xanthos and Agarwal spent about 80% of their time maintaining tools that were already live with customers.

  • OpenAI Releases GTP-5.4, with Native Computer-Use-Capabilities

    OpenAI Releases GTP-5.4, with Native Computer-Use-Capabilities

    IBL News | New York

    OpenAI released its new foundation model, GTP-5.4, last week, presented as “the most capable and efficient frontier model for professional work, involving spreadsheets, documents, and presentations.”

    It’s also OpenAI’s first model with native computer-use-capabilities, enabling agents to operate computers and carry out complex workflows across applications.

    In addition to the standard version, the San Francisco lab introduced GTP-5.4 Thinking as a reasoning model, and GTP-5.4 Pro for high performance.

    The model’s API has been released with the largest context window from OpenAI: 1 million tokens.

    Also, the company has reworked how the API manages tool calling, introducing a new system called Tool Search, resulting in faster and cheaper requests.

    OpenAI said GPT-5.4 can write code to operate computers and issue keyboard and mouse commands in response to screenshots.

    GPT-5.4 also showed improvements while using web browsers and gathering information from multiple sources, too, as the company says the model “can more persistently search across multiple rounds to identify the most relevant sources, particularly for ‘needle-in-a-haystack’ questions, and synthesize them into a clear, well-reasoned answer.”

     

  • OpenAI Pilots ‘Frontier’, an HR Framework to Help Business to Manage AIl AI Agents

    OpenAI Pilots ‘Frontier’, an HR Framework to Help Business to Manage AIl AI Agents

    IBL News | New York

    OpenAI launched a new platform this month called Frontier, a kind of AI for HR interface designed to help businesses build, deploy, and manage all agents, even those not made by OpenAI itself.

    Currently, this agent framework is available to a limited number of customers, including Intuit, State Farm, Thermo Fisher, and Uber, with dozens of other companies having piloted it as well. Broader availability is expected in the coming months. Its use pricing has not been disclosed at this point in time.

    “The product was inspired by looking at how enterprises already scale people,” said OpenAI.

    OpenAI Frontier provides agents with the same skills as people in the workforce: shared context, onboarding, hands-on learning with feedback, and clear permissions and boundaries.

    These agents are connected to other tools and resources needed to work and communicate effectively, enabling them to operate across different environments.

    Organizations will be able to “hire AI coworkers” for tasks such as running code and performing data analysis.

    “By the end of the year, most digital work in leading enterprises will be directed by people and executed by fleets of agents,” said Fidji Simo, OpenAI’s CEO of Applications.

    Experts see OpenAI’s platform as a direct response to Anthropic’s Claude Code / Claude Cowork, and Microsoft’s Agent 365 agent manager.

    Frontier comes as AI companies expect to handle AI agentic tools that create revenue streams and are genuinely useful for their customers, as an enormous amount of money has been pumped into the industry.

  • “The Transition Into AI Is Going to Be Really Hard,” Said Paul J. LeBlanc, Former President of SNHU

    “The Transition Into AI Is Going to Be Really Hard,” Said Paul J. LeBlanc, Former President of SNHU

    IBL News | Washington, D.C.

    “The transition into AI is going to be really hard,” said Paul J. LeBlanc, former President of Southern New Hampshire University (SNHU), during the ACE Experience 2026 (ACEx2026) conference, which took place last week in Washington, D.C., gathering hundreds of higher education leaders. 

    “Have you seen the latest technology, OpenClaw, which creates a personal agent? All of the workflows are automated overnight,” he explained. “We are not prepared for AI.”

    Regarding the impact of AI, John O’Brien, President of Educause, encouraged attendees during this talk on Thursday to innovate “as AI creates new opportunities.” “AI will do things for you soon,” he explained.

    Bryan Alexander, a futurist author and a Georgetown University Senior Scholar, said, “We have to figure out how to compete with AI.” “Everyone is figuring out their economic model.” 

    During the ACEx2026 event, presidents and chancellors, senior campus leaders, policy experts, and advocates confronted higher education’s challenges and examined how the industry can lead through uncertainty.

    “We will not retreat, we will not surrender independence,” ACE President Ted Mitchell told attendees in his address titled “Truth, Trust, and Leadership: Higher Education’s Inflection Point” on Feb. 26. “It has been a hard year. We’ve been assaulted, punished for doing the right thing.”

    Addressing the audience, Ted Mitchell said, “You continue providing the world’s best education, helping to build America even in these trying times.”

    “To do that, we must improve, we must innovate, and we must inspire the public,” he stated.

    Freeman A. Hrabowski III, president emeritus of the University of Maryland, Baltimore County, also helped set the tone at the welcoming reception. “We represent the future of our society. And when we are most depressed or challenged or uncertain, when we can come together and see what people are doing and be inspired by other people, it makes all the difference.”

    Arne Duncan, former Secretary of Education, and David Pressman, former Ambassador to Hungary, stressed, “The rising tide of authoritarianism and its implications for higher education, underscoring the stakes of the current moment.”

    Nicholas Kent, Under Secretary of Education, offered the Trump administration’s perspective on federal priorities shaping the sector, particularly stressing the need for institutional accountability in areas such as student outcomes and campus climate. “My goal is not for us to agree on everything, but to ensure that we understand where we see challenges, what steps we are taking to address them, and how we can work together to move forward,” he said.

    Throughout ACEx2026, participants discussed responses to policy challenges; exchanged strategies for building future-ready institutions capable of addressing AI, structural change, and shifting student demographics, among other factors.

    ACE President Ted Mitchell unveiled a new development in the Higher Education Builds America campaign, highlighting the wide impact American colleges and universities — all featured in a new video.

     

     

    Another plenary session featured a panel, sponsored by Deloitte Services, on the 2026 Higher Education Trends report, as reported by IBL News this week.

    The organization of ACE honored institutions and leaders through its Annual Awards for advancing ideas and delivering results for students and communities.

  • Concerns about the Threat AI Poses to Software Companies Sparked a Market Selloff

    Concerns about the Threat AI Poses to Software Companies Sparked a Market Selloff

    IBL News | New York

    Investors and stock traders continue to question whether software companies such as Salesforce, Adobe, and others can withstand the competition and the threat posed by AI-powered rivals.

    Selloff has intensified with each new announcement from AI companies. In the first two months of 2026, the State Street SPDR S&P Software & Services ETF, which tracks an equal-weight benchmark of about 140 software companies, has dropped 20% and almost 30% since its high from this past fall.

    Despite these classical software companies‘ pricey subscriptions, minimal capital expenditures, and strong profit margins, investors wonder how long the pain can last.

    Companies in the State Street software ETF have lost a combined $1.6 trillion in market capitalization this year.

    These corporations are trading at roughly 19 times their next 12 months of earnings, down from a peak of more than 47 times in 2022. Companies in the broad S&P 500, meanwhile, are trading at close to 22 times forward earnings.

    • Microsoft, AppLovin, Intuit, Salesforce, and ServiceNow have each lost at least $50 billion in market capitalization.

    • Intuit, the maker of TurboTax and QuickBooks, is the S&P 500’s worst performer year to date, dropping some 42%.

    • The human-resources software platform Workday posted a 38% decline.

    • Atlassian, the maker of Jira and Trello, is now trading near 22 times forward earnings.

    The slump extends beyond stocks. Software accounts for around 13% of speculative-grade corporate loans that were broadly syndicated by banks to investors. Some of the biggest private lenders are getting caught in the carnage.

  • Anthropic Introduced ‘Claude Code Security’ to Scan for Vulnerabilities Often Missed

    Anthropic Introduced ‘Claude Code Security’ to Scan for Vulnerabilities Often Missed

    IBL News | New York

    Anthropic introduced last month Claude Code Security, a new capability now in a limited research preview that scans codebases for vulnerabilities and suggests targeted software patches that traditional tools, which usually look for known patterns, often miss.

    Security teams face the challenge of addressing too many subtle, context-dependent vulnerabilities exploited by attackers, which require skilled human researchers to deal with ever-expanding backlogs.

    “AI is beginning to change that calculus. We’ve recently shown that Claude can detect novel, high-severity vulnerabilities. But the same capabilities that help defenders find and fix vulnerabilities could help attackers exploit them,” said the company in a blog post.

    Rather than scanning for known patterns, Claude Code Security reads and reasons about the code the way a human security researcher would: understanding how components interact, tracing how data moves through the application, and catching complex vulnerabilities that rule-based tools miss.

    Claude Code Security is being released as a limited research preview to Enterprise and Team customers, with expedited access for maintainers of open-source repositories.

    Using Claude Opus 4.6, released earlier this month, Anthropic found over 500 vulnerabilities in production open-source codebases—bugs that had gone undetected for decades, despite years of expert review.

    “We also use Claude to review our own code, and we’ve found it to be extremely effective at securing Anthropic’s systems. We built Claude Code Security to make those same defensive capabilities more widely available. And since it’s built on Claude Code, teams can review findings and iterate on fixes within the tools they already use.”

    The company expects that a significant share of the world’s code will be scanned by AI in the near future, given how effective models have become at finding long-hidden bugs and security issues.

    “Attackers will use AI to find exploitable weaknesses faster than ever. But defenders who move quickly can find those same weaknesses, patch them, and reduce the risk of an attack. “

  • Ray-Ban Meta AI Glasses’ Sales Tripled Last Year

    Ray-Ban Meta AI Glasses’ Sales Tripled Last Year

    IBL News | New York

    The Ray-Ban maker, French-Italian eyewear EssilorLuxottica, said it sold over 7 million Meta AI glasses last year, tripling its sales over 2023 and 2024 combined.

    Meta’s success with its smart glasses, including the Oakley brand, shows that adoption of wearable AI devices is gaining momentum among consumers. “Our success in wearables is helping to propel the AI-glasses revolution, with our iconic brands being a powerful driver of demand,” the company said in a release.

    EssilorLuxottica and Meta launched the first edition of the glasses in September 2021, but the device didn’t gain widespread attention until the second-generation launch in 2023.

    In September, the two companies introduced a new Ray-Ban model, controlled by hand gestures and neural technology. That device retails for $799 and features a small display in one of the lenses.

  • Human Skills-Centered Liberal Arts Education Can Help Institutions In Decline, Says ‘Deloitte 2026 Trends’ Report

    Human Skills-Centered Liberal Arts Education Can Help Institutions In Decline, Says ‘Deloitte 2026 Trends’ Report

    IBL News | Washington, D.C.

    The U.S. higher education system faces intense financial pressure from all sides as international and graduate enrollment declines, funding is cut, student loans are capped, AI advances, public confidence weakens, and policymakers and new regulations question the sector’s business model and ROI.

    “Institutions can play a critical role in preparing the next generation with the skills needed for a rapidly changing world,” said Cole Clark, Managing Director at the Higher Education sector in Deloitte Services, when presenting the 2026 Higher Education Trends report during the ACE Experience conference hosted last week in Washington, DC. “Consider a future with fewer but stronger US colleges as more institutions choose to merge or form strategic partnerships,” he added.

    The analysis portended the renewed importance of building adaptable, human-centered capabilities within liberal arts education, highlighting the need for higher education to re-establish itself as an engine of upward mobility. In this regard, AI will underscore the enduring importance of fundamentally human skills—communication, judgment, and teamwork, said Deloitte.

    “Institutions have an opportunity to chart a more sustainable path forward by reconciling two realities: Students overwhelmingly seek degrees that lead to meaningful employment, and employers need graduates who not only have immediate skills but also the agility to adapt as work continues to evolve—especially under the influence of AI.”

    Deloitte’s Center for Higher Education Excellence convened college and university presidents in November 2025 at Deloitte University in Westlake, Texas. After institutional leaders shared successes and lessons learned to drive change, the consultancy company described and prioritized the 2026 trends.

     

    • Trend 1: Erosion of the revenue model for higher education

    In some cases, the reductions have been substantial: The University of Southern California laid off more than 900 employees; Stanford University cut 363; and Northwestern University laid off 424, amounting to about 5% of its workforce.

    The Institute of International Education reported a 17% drop in new international student graduate enrollments this past fall.

    In 2024, more than half of private universities rated by S&P Global posted operating deficits, up from the year before, and early 2025 results look even weaker. A recent analysis of 44 midsize universities with enrollments of between 1,000 and 8,000 students found a weak financial outlook, with many at risk of becoming insolvent in five to 10 years if enrollments fall by 1% to 3% per year over that period. The nation is projected to see a 13% decline in college enrollment from 2025 through 2041.

    “While more uncertainty and challenges may come, we are optimistic that creativity and openness to new models will enable us to meet the current moment and our future,” Boston University’s president, Melissa Gilliam, and provost, Gloria Waters, said in a letter to the community announcing a round of layoffs.

     

    Trend 2: Shifting the conversation from the ‘cost of college’ to the ‘value of a credential.’

    Data have long shown that people with college degrees earn a substantial earnings boost compared to those without one. The latest data from the Bureau of Labor Statistics show that workers age 25 and older earn 80% more per week than those with only a high school degree. While that’s true on average, the situation for individuals varies widely depending on a person’s major and other factors.

    Colleges now offer more credentials than ever; nearly 1.1 million credentials are offered in the United States. However, the vast majority of nondegree credentials don’t lead to higher paychecks, with only 12% of credentials delivering significant wage gains, according to the Burning Glass Institute.

    The July 2025 passage of H.R.1 may further encourage students to pursue non-degree credentials through a provision known as Workforce Pell, which stipulates that low-income students can use Pell grants to pay for credential programs as short as eight weeks. While details must be worked out before the program takes effect in July 2026, the change is expected to increase interest in nondegree credentials.

    A study released in November 2025 by the Massachusetts Institute of Technology found that nearly 12% of the U.S. workforce could be replaced by AI tools.

    Expanding internships and apprenticeship programs has also proven helpful in bridging the gap between college and work. Recent research by the Strada Education Foundation found that 73% of graduates who completed a paid internship landed a first job that required a degree, compared to 44% of those without an internship.

    The rise of AI may lead to a resurgence of interest in the humanities. Proponents of the humanities say that as AI tools reshape jobs, critical thinking, ethics, and judgment will become more highly valued, while the number of jobs in areas such as coding will shrink.


    • Trend 3: A reset for sponsored research
    .

    2025 was marked by an unprecedented change and a reduction of federal research dollars after decades of steady growth, including amendments to previously awarded grants, workforce reductions, and incentivized early retirements of thousands of workers at federal agencies that produced research and proposals to reduce future federal research funding.

    With funding reductions, many of the top research institutions have trimmed research budgets, frozen hiring, pulled back on PhD admissions, and reduced their workforce, actions that will likely have ripple effects.

    In 2026, philanthropic groups, especially big tech and pharmaceutical companies, have emerged as significant funders.

    However, federal research support is 10 times that of philanthropy, with US$50 billion from the federal government compared to US$5 billion from philanthropy as of 2021.

    Philanthropists such as Roy and Diana Vagelos made a historic donation to Columbia University in 2024 of US$400 million for basic biomedical research, and the Howard Hughes Medical Institute, which has a longstanding pledge to support college research in the biomedical sciences, has given out more than US$7 billion to researchers since 2004.

    As universities pursue grants from philanthropic and corporate sponsors, research may shift toward applied work rather than basic science.

    Meanwhile, other global powers are ramping up their efforts: The Chinese government increased research support by 10% in 2024. The European Union is debating plans to double the funding for its flagship research program, Horizon Europe, to more than US$200 billion between 2028 and 2034. If US colleges fail to find new models for research support, some experts worry about a brain drain of top science talent to other countries.

    Some leaders are betting on emerging AI tools to meet reporting requirements on grants more efficiently.

    Models in which principal investigators (PIs) are employed by both the university and industry are increasing in popularity—enabling PIs to draw a larger salary from the portion of their work conducting research for industry while continuing to support the mission of their institution for a lower pay rate.

    University leaders are treading carefully to preserve the integrity of scientific discovery, avoiding politicizing the selection of research topics, while also preserving the United States’ ability to lead in scientific exploration and innovation.


    • Trend 4: More colleges explore mergers and partnerships to preserve core missions amid demographic and financial pressures.

    Mergers, once seen as taboo, akin to admitting failure, but today college leaders are shifting, and higher education is entering a “consolidation era.” Merger success stories are starting to bubble up.

    Roughly 80 nonprofit colleges and universities have shuttered or merged in the past five years—not only reflecting an increase in activity, but also seeing a shift from for-profit closures to nonprofit closures, as well as the first instances of a public institution shuttering (not merging).

    Nearly 20% of college presidents said it was somewhat or very likely that their institution would merge or be acquired in the next five years.

    Antioch University and Otterbein University cofounded the Coalition for the Common Good in 2023, while maintaining distinct undergraduate brands and collaborating on graduate programs and shared services.

    Gannon University in Erie, Pennsylvania, is in the process of merging with Ursuline College near Cleveland. Even though the institutions are only about 100 miles apart, the fact that they are in different states is key, as state policies provide financial incentives for students to stay in-state when seeking financial aid. Both colleges say they are financially healthy for now, but see strengths and greater potential for enrollment growth by combining.

    Pomona College, a private liberal arts college with around 1,700 students, is reportedly in talks to acquire Claremont Graduate University, which has around 2,200 students.

     

    • Trend 5: A changing global higher education landscape necessitates strategic shifts by American universities.

    Many leaders from around the world have earned their degrees from US universities and colleges. The U.S. has long been the most desirable destination for higher education, one of America’s top exports, bringing in more revenue than natural gas and coal combined.

    Many American colleges and universities have come to depend on international students as a key revenue source. Students from abroad now make up about 6% of total enrollment at US colleges, or nearly 1.2 million students. At elite institutions, in particular, these students typically pay the full posted tuition rates, which often works out to two to three times what an average domestic student pays.

    New international enrollments have recently faltered, however, in part due to new restrictions and heightened scrutiny of student visas.

    The number of international students enrolling in American colleges fell by 17% in fall 2025, the first time in 10 years. This decline has been estimated to cost the US economy US$1.1 billion, according to an analysis by the National Association of Foreign Student Affairs and the Association of International Educators. The vast majority of colleges seeing a decline cite concerns about obtaining student visas as a key factor, with two-thirds of those colleges pointing to travel restrictions as a reason.

    Across all science and engineering fields, 47% of graduate students and 58% of postdocs are international. Many of these students intend to remain in the country after graduation to work in science and tech fields.

    Nearly a third of international students at American campuses come from India, which, in 2020, adopted a policy paving the way for more foreign campuses.

    Meanwhile, universities in Asia and Europe recently reported increases in new international student enrollment. If this trend continues, it could lead to a shift in higher ed enrollments from west to east.

    Online options may also expand, helping attract more international students. A recent survey of international student recruiters found a jump in interest from international students in seeking entirely online degrees from US colleges.

    More U.S. colleges may also choose to bring their educational offerings to other parts of the world by, for instance, adding branch campuses abroad. Currently, American colleges already have more branch campuses abroad than any other country, with 97 satellite campuses in 40 countries.