President Donald Trump has signed a sweeping executive order to make the US a global leader in artificial intelligence (AI), revoking regulatory measures enacted by the Biden administration.
The executive order, signed Thursday, tasks federal agencies with drafting an AI action plan within 180 days to strengthen US competitiveness and safeguard national security.
Trump’s directive focuses on fostering innovation by eliminating what he called “harmful government overreach” that hampered AI development under the previous administration.
“This Executive Order establishes the commitment of the United States to sustain and enhance America’s dominance in AI to promote human flourishing, economic competitiveness, and national security,” Trump said in the order.
Repealing Biden-era AI restrictions
The new order reverses a 2023 executive order by then-President Joe Biden that imposed stringent regulations on AI developers. Biden’s policy required companies to conduct safety testing and share results with the federal government before releasing AI systems with potential risks to national security, public health, or the economy.
“The Biden AI Executive Order established unnecessarily burdensome requirements for companies developing and deploying AI that would stifle private sector innovation and threaten American technological leadership,” the executive order stated.
Critics argued the measures stifled innovation and burdened developers with excessive compliance requirements. Trump’s order directs federal agencies to rescind or revise all policies tied to the Biden-era rules.
“Trump’s executive order has the potential to accelerate the development and deployment of AI models by easing compliance burdens on developers,” said Mansi Gupta, senior analyst at Everest Group. “However, this shift introduces significant risks for sensitive industries like healthcare, where responsible AI considerations are crucial.”
Earlier this week, on his first day in office, President Donald Trump revoked a 2023 executive order issued by Joe Biden that imposed stricter oversight on artificial intelligence (AI) development.
AI action plan and streamlined oversight
The executive order calls for the creation of a comprehensive AI Action Plan to guide the US toward sustained global leadership. The plan will be led by top federal science and national security officials and will include efforts to streamline AI oversight, prioritize ethical development, and ensure models remain free from ideological bias.
The order directs “the development of an AI Action Plan to sustain and enhance America’s AI dominance, led by the Assistant to the President for Science & Technology, the White House AI & Crypto Czar, and the National Security Advisor,” the order read.
It also requires the White House Office of Management and Budget (OMB) to issue revised guidelines for federal AI governance to promote agility in private-sector collaboration in order to “ensure that harmful barriers to America’s AI leadership are eliminated.”
Earlier this week, President Trump unveiled a private sector investment plan of up to $500 billion to bolster artificial intelligence infrastructure, aiming to position the US ahead of global competitors in this critical technology sector.
Implications for enterprises
Trump’s pro-AI stance signals reduced regulatory friction for US enterprises. Industry leaders anticipate increased investments in AI research and development, particularly in sectors such as defense, healthcare, and autonomous technologies.
However, the deregulation has sparked concerns over potential ethical lapses and security risks. Without robust oversight, critics warn that biases and malicious uses of AI could proliferate.
“The responsibility for ensuring ethical and accurate AI now shifts from developers to enterprises, which must navigate the challenge of balancing rapid innovation with rigorous risk mitigation measures,” Gupta noted.
Building on a legacy of AI leadership
The order builds on Trump’s 2019 executive order, the first US policy framework on AI, which doubled research funding and established national AI research institutes. Trump also issued federal guidance on AI adoption, making the US an early player in shaping global AI governance.
“This new directive reaffirms America’s commitment to innovation, free speech, and economic growth,” the White House said.
With the new AI policy, the Trump administration aims to recalibrate the balance between fostering innovation and ensuring responsible development. Enterprises are likely to welcome reduced compliance hurdles, but the long-term success of the initiative will depend on industry players’ ability to uphold ethical practices amid the drive for dominance. As the countdown begins for the AI Action Plan, the executive order positions the US at a crossroads where innovation and governance must align to maintain leadership in the AI race.
OpenAI has unveiled “Operator,” a new AI agent designed to perform web-based tasks, offering potential productivity enhancements for enterprises.
The tool enables interaction with on-screen elements, positioning it as a solution for automating routine processes in business workflows amid growing competition in the generative AI space.
“Powering Operator is Computer-Using Agent (CUA), a model that combines GPT-4o’s vision capabilities with advanced reasoning through reinforcement learning,” OpenAI said in a blog post. “CUA is trained to interact with graphical user interfaces (GUIs) – the buttons, menus, and text fields people see on a screen – just as humans do. This gives it the flexibility to perform digital tasks without using OS- or web-specific APIs.”
CUA leverages years of research in multimodal understanding and reasoning, combining advanced GUI perception with structured problem-solving, the company added.
It can break tasks into multi-step plans and self-correct when encountering challenges, representing a significant step in AI development by enabling models to use tools commonly relied on by humans and unlocking new application possibilities.
The increasing role of AI agents
AI agents, designed to handle tasks such as scheduling and online transactions, are gaining interest in corporate AI initiatives. Rumors about OpenAI’s agent have been circulating for months.
Perplexity introduced an Android-based assistant this week, offering features like booking reservations, ride-hailing, and reminders.
Apple expanded Siri’s capabilities last year by integrating Apple Intelligence and adding ChatGPT support through a partnership with OpenAI.
Last year Anthropic also introduced a feature for its AI models called “Computer Use,” enabling Claude 3.5 Sonnet to perform tasks on computers autonomously.
However, analysts suggest that Operator may have some advantages over the competition.
“Operator is quite advanced than Perplexity and other AI agents out there and more customizable and configurable,” said Neil Shah, partner and co-founder at Counterpoint Research. “The capability of the agent to let user ‘takeover’ when needed or confirm ‘actions’ with users or filtering out sensitive info or keeping ‘watch’ is unique and gives users more control while being autonomous.”
Another differentiator is that most current agents are designed to take direct action based on user prompts and requests but not to maneuver through websites.
“Open AI’s Operator is designed to be a web agent that can autonomously go through websites and conduct multi-step tasks,” said Hyoun Park, CEO and chief analyst at Amalgam Insights. “This is designed to be helpful both for accessing data within each website as well as conducting complex and time-consuming tasks that currently require repetitive clicking and typing.”
Enterprise applications and accessibility potential
AI agents open doors for various industries, particularly those seeking to enhance efficiency and streamline workflows. Their ability to automate tasks such as data collection and interaction with web-based platforms offers significant value for businesses.
“AI agents like Operator, still in their nascent stages, have the long-term potential to revolutionize industries such as customer service, healthcare, retail, and logistics by automating repetitive tasks, personalizing interactions, and enhancing workflow efficiency,” said Prabhu Ram, VP of the industry research group at Cybermedia Research.
Additionally, the tool redefines the concept of “accessibility,” making it easier for individuals who struggle to navigate or interact with the web to access online resources.
“This agent could also be useful in helping employees to quickly gather information or access all of the accessible data and content on a website that would be appropriate for that user to be able to see,” Park said. “Web agents will likely be an important tool for collecting long tail information on websites that may be hidden behind multi-step workflows that are time-consuming or difficult for humans to negotiate or maneuver.”
With features like custom API integration and configurability, the Operator tool could also benefit enterprises by enabling them to deploy these agents for internal purposes, such as extracting and organizing data from their own websites or intranets, Shah added.
Safety concerns to overcome
AI agents introduce a new wave of safety challenges, with potential risks including misuse for bypassing system safeguards.
These risks can range from automating form submissions on public sector websites to launching traffic attacks that disrupt website performance or evading CAPTCHA protections, among other violations.
OpenAI, in its blog post, said that a layered safety approach with safeguards for the model, system, and post-deployment processes is essential.
“OpenAI also needs to ensure how this will protect the privacy of sensitive information when used to fill forms, whether it remains on the device, and that data used for reinforcement is not eventually misused for ads or sponsored listings as a lucrative business model,” Shah said.
The tool’s capabilities could also pose challenges for Google and other search engines, which rely on collecting user data and processing cookies to target ads. By giving users and OpenAI more control over data, the technology may disrupt traditional advertising models.
Having reliable internet access is essential for businesses. When connectivity is lost, it can lead to decreased productivity, lost revenue, and even harm to your reputation. To avoid these challenges, a backup internet connection is a practical solution that ensures business continuity and peace of mind.
In this guide, we’ll explain why a backup connection is so important and provide clear, actionable advice on choosing the right option for your business needs. With the proper setup, you can stay connected and keep your critical operations running smoothly, no matter what.
What is connection backup?
A backup internet connection for business is a secondary internet service designed to step in automatically if your primary connection goes down. This ensures you maintain continuous internet access, allowing critical business operations to run smoothly. It’s a simple yet effective way to safeguard your business against unexpected connectivity issues.
Why do businesses need backup internet connection for business?
Downtime can be a significant challenge for any business. Beyond lost revenue, it can lead to reputational damage, frustrated customers, and missed deadlines. Outages can have even more serious consequences for industries like healthcare and finance.
A backup business internet connection is a practical solution beyond addressing major disasters. It can also help mitigate minor disruptions. If your primary connection faces frequent issues, a secondary connection ensures operations run smoothly while a long-term fix is arranged. This consistency keeps your critical workflows on track and boosts team morale and productivity by reducing interruptions.
By planning ahead with a backup connection, you can safeguard your business against unexpected challenges and maintain reliable connectivity—keeping your team focused and your customers satisfied.
How does a backup internet connection for business actually work?
Several technologies can provide backup internet connectivity. Here are some popular options:
Wireless Backup (4G/5G)
Wireless backup relies on cellular networks to provide internet connectivity when your primary connection goes down. When this happens, a wireless modem automatically activates to ensure uninterrupted access to the internet. This setup is often quicker to implement and may involve lower upfront costs, especially if you already have a business account with a service provider.
Typically, wireless backup operates over LTE networks, which use wireless data. However, speeds can vary depending on your carrier, network congestion, and the time of day. To ensure the best performance, consider consulting with your service provider to discuss coverage and network reliability in your area.
Satellite
Satellite internet can be a reliable backup when other connectivity options are unavailable, especially in remote locations with limited access. Still, its latency can pose challenges for real-time activities, such as video conferencing. Understanding these limitations can help you plan accordingly and explore solutions to minimize potential disruptions.
Backup internet connection for business benefits
A backup business internet connection is essential for maintaining reliability and minimizing financial losses during unexpected outages. It also helps protect your brand’s reputation and supports employee morale by ensuring uninterrupted critical workflows. To help you stay prepared, we’ve outlined some backup internet features to consider:
Benefit
Description
Cost savings
Reduces lost revenue during outages.
Productivity
Enables continued work despite primary connection loss.
Customer Satisfaction
Provides uninterrupted service, building customer trust.
Brand Reputation
Minimizes damage from connectivity issues.
Who should invest in a backup internet connection for business?
While all businesses can benefit from reliable internet connectivity, some industries depend on it to ensure seamless operations. For these organizations, a fixed wireless internet backup or similar solution is not just a recommendation—it’s a necessity. Their needs go beyond the capabilities of a standard internet plan. Here’s why backup connectivity is critical for these key sectors:
Healthcare: Hospitals, pharmacies, and other healthcare providers rely on real-time data and uninterrupted communication to deliver effective patient care. A backup internet connection is essential to avoid disruptions impacting critical services.
Financial Institutions: Banks and other financial organizations depend on consistent internet access to process transactions and maintain market operations. Downtime can halt these activities, leading to significant disruptions. A secondary connection ensures critical operations continue smoothly.
Online Retailers: E-commerce businesses require constant connectivity to process orders, manage inventory, secure payments, and coordinate shipping. Backup internet ensures operations are not interrupted, protecting revenue and customer trust. Additionally, POS systems depend on a stable internet to function effectively.
Government Agencies: Whether managing routine workflows or responding to emergencies, government agencies require reliable communication and access to real-time information. Backup internet solutions are vital to maintain public safety and operational efficiency, particularly for emergency and security services.
By implementing a reliable backup internet solution, businesses in these industries can safeguard critical operations, maintain productivity, and ensure they’re prepared to overcome unexpected connectivity challenges.
Choosing the right backup solution
Understanding your business needs is the first step to making informed decisions about backup internet. Analyze how daily operations rely on internet access and identify the speed required to maintain critical functions during an outage. Consider how disruptions affect employee productivity and ensure clear communication to minimize internal challenges and maintain team cohesion.
Key considerations for backup internet:
Budget: Balance cost and reliability. Avoid overspending while ensuring your business has the necessary level of protection.
Speed: Select a backup internet service with speeds that support essential operations during outages. Ensure the service can handle your critical online needs without disruption.
Reliability: Research providers’ uptime records to choose one with a consistent track record. Look into their service plans to ensure they meet your reliability requirements.
Scalability: Plan for growth by selecting a solution that can adapt to your business’s evolution. As businesses increasingly rely on online services, a scalable backup internet solution is crucial to staying ahead of future demands.
Carrier Diversity: Opt for a backup connection using a technology different from your primary service. This ensures redundant connectivity, creating resilience against single points of failure. A diverse setup can also help prevent disruptions to systems like VoIP phone services, ensuring seamless communication even during outages.
Stay connected, stay productive with optimum business
At Optimum Business, we understand that uninterrupted connectivity is vital to your success. A backup internet solution isn’t just a safeguard—it’s a business necessity. From protecting revenue and ensuring smooth operations to supporting your team’s productivity and maintaining customer satisfaction, a reliable connection backup makes all the difference.
Let us help you implement the right backup solution tailored to your needs. With Optimum Business, you can trust our expertise, reliable technology, and commitment to your success. Stay connected, stay productive, and stay ahead with Optimum Business.
What are the key differences between connection backup and other redundancy measures?
Connection backup refers to having an alternate internet connection ready in case of service disruptions. Other redundancy measures include hardware and power sources, which can help prevent downtime during system failures.
How much does a connection backup system cost, and what factors influence the cost?
The cost of a connection backup system can vary depending on several factors, such as the type and size of your business, the location of your business, and the level of redundancy required. It’s best to consult with our experts at Optimum Business for a personalized quote tailored to your specific needs. Our team can also provide recommendations on cost-effective solutions that meet your budget while ensuring reliable connectivity.
What should businesses consider when choosing a connection backup provider?
When choosing a connection backup provider, businesses should consider factors such as the reliability and availability of their network, the level of customer support provided, and any additional features, resources, or services offered. Choosing a provider with a proven track record of delivering reliable connectivity solutions and excellent customer service is essential.
How can Optimum Business help organizations implement and maintain connection backup systems?
Optimum Business offers a range of connection backup solutions, including redundant internet connections and failover systems. Our team of experts can work with businesses to assess their needs and recommend the most suitable solution for their specific requirements. We also offer ongoing support and maintenance services to ensure that your connection backup system always remains functional and up-to-date.
Apple and Google now face regulatory probes in the ailing UK market, where the Competition and Markets Authority (CMA) has confirmed it intends to investigate both company’s mobile ecosystems under new digital market laws. This is separate from an ongoing UK probe into mobile browsers and cloud gaming that also affects the two companies.
The CMA intends to look into the operating systems, app stores, and web browsers of Apple and Google to see whether they should be given ‘Strategic Market Status.” If they meet that grade, they will be subject to rules dictated by the CMA. Those dictates could extend further even than European demands have gone under the Digital Markets Act, with huge fines for any non-compliance.
For example, the UK regulator might be able to force Apple and Google to open up access to key functionality for use by app developers or force Apple to open up app distribution to third-party services on its platforms.
What will the investigation explore?
The CMA plans to look at:
The extent of competition between and within mobile ecosystems and what barriers prevent rivals from offering products and services on Apple’s and Google’s platforms.
Possible leveraging of Apple’s and Google’s market power to favor their own apps and services.
Potential exploitative conduct, such as forcing “unfair” terms and conditions on developers.
The concern is that Apple and Google together dominate the mobile industry, which means they “exert considerable influence over much of the content, services and technological development provided on a mobile device,” the CMA said.
That’s true, of course, as the big US tech success stories build the operating systems developers use to provide apps and services on the platforms. Given the extensive quantity of personal data gathered by mobile devices, the privacy argument both companies will use in their defense is a viable one.
What the CMA wants
Newly appointed CMA Chief Executive Sarah Cardell said: “The operating systems, apps and browsers installed on our phones and tablet devices act as our gateway into the digital world, whether that is communicating with our friends and loved ones, buying from businesses or accessing creative content. More competitive mobile ecosystems could foster new innovations and new opportunities across a range of services that millions of people use, be they app stores, browsers or operating systems.”
In the fantasy economics at play here, the CMA argues that better competition could “boost growth” in the UK, enabling UK businesses to offer “new and innovative types of product and services on Apple’s and Google’s platforms” and introduce innovative new products and services.
Saying the quiet part out loud, the regulator suggests these amazing innovations could include AI products and services and new types of “super apps” accessed through a mobile browser. The latter is likely music to the ears of Elon Musk, who has long dreamed of turning X into such a service. It must also be noted that AI is certainly part of the intention here; this likely ends with a full-front battle regarding user data privacy.
What Apple said
Apple, of course, doesn’t agree that the ecosystem it created from scratch, armed with nothing but a handful of iMacs and a Unix-based operating system is anti-competitive. “Apple believes in thriving and dynamic markets where innovation can flourish,” the company said.
Not for the first time, Apple also argued (correctly) that it faces, “competition in every segment and jurisdiction where we operate, and our focus is always the trust of our users.”
It took pains to note that its platform-based ecosystem delivers big benefits to the UK’s anemic economy. “In the UK alone, the iOS app economy supports hundreds of thousands of jobs and makes it possible for developers big and small to reach users on a trusted platform,” the company said.
Apple CEO Tim Cook made similar arguments when he visited the UK to meet King Charles and speak to the incumbent Prime Minister. The implication, of course, is that regulations that damage the trust between consumers and the brand will threaten existing digital business and further harm consumers and the UK economy. Some might see this as a warning against deep state interference in something as complex as OS development.
Perhaps dialog will help? “We will continue to engage constructively with the CMA as their work on this matter progresses,” the Apple statement said.
We’ll see how it goes.
What happens next?
The CMA now intends to speak with a range of stakeholders, including device manufacturers, software developers and user groups. It also intends to gather evidence from Apple and Google before reaching a decision by the end of October 2025. “Anyone with an interest in these investigations is invited to comment until Wednesday 12 February,” the CMA said.
With investigations extending across its business in almost every key market, Apple will certainly hope for support from the home nation it has delivered so much economic benefit to, as the alternative will be fundamental changes in its business. The latter, I feel, has become inevitable at this point, and I’d argue that the company should switch to establish new business models that it can control before it is forced to adapt to business structures over which it has none.
It’s noteworthy that newly inaugurated US President Donald Trump s already pushing back on European efforts to regulate US tech firms. “These are American companies whether you like it or not,” Trump said at the World Economic Forum in Davos. “They shouldn’t be doing that. That’s, as far as I’m concerned, a form of taxation. We have some very big complaints with the EU.”
I expect the UK should anticipate slaps with the same stick.
A lawsuit in California accuses LinkedIn of using private messages on its platform to train AI models, according to the BBC.
The lawsuit alleges that in August 2024, the Microsoft-owned social network allegedly introduced a new privacy setting that automatically enrolled users in a program that allowed their personal data to be used for AI training.
LinkedIn also reportedly tried to cover it up a month later. In a comment to the BBC, a spokesperson for Linkedin called the accusations false and unfounded.
According to LinkedIn, the company has not enabled the sharing of user data for AI learning in the UK, the European Economic Area and Switzerland.
A lawsuit in California accuses Linkedin of using private messages on its platform to train AI models, according to the BBC.
The lawsuit alleges that in August 2024, the Microsoft-owned social network allegedly introduced a new privacy setting that automatically enrolled users in a program that allowed their personal data to be used for AI training.
Linkedin also reportedly tried to cover it up a month later. In a comment to the BBC, a spokesperson for Linkedin called the accusations false and unfounded.
According to Linkedin, the company has not enabled the sharing of user data for AI learning in the UK, the European Economic Area and Switzerland.
OpenAI has informed the Delhi High Court that any directive requiring it to delete training data used for ChatGPT would conflict with its legal obligations under US law. The statement came in response to a copyright lawsuit filed by the Reuters-backed Indian news agency ANI, marking a pivotal development in one of the first major AI-related legal battles in India.
OpenAI’s January 10 filing highlights the conflict between ANI’s demand for data deletion and US laws that require OpenAI to preserve training data for pending litigation. The company argued, “OpenAI is under a legal obligation, under the laws of the United States, to preserve, and not delete, the said training data,” Reuters reported.
Reuters holds a 26% interest in ANI.
Reacting to the development, an official from ANI’s legal team said, “OpenAI purposefully makes their services available in this jurisdiction and is therefore obliged to comply with Indian law. The effect of OpenAI’s actions has resulted in damages to ANI in India because of copyright infringement and multiple instances of false attribution (hallucinations).”
“Therefore,” the official added, “as we have asserted in our Suit, we steadfastly believe that the High Court of Delhi has jurisdiction to adjudicate the matter. Further, public availability of copyrighted material is not a defense for copyright infringement.”
The ANI lawsuit’s significance extends beyond India’s borders, with industry experts suggesting that the case could set new precedents for AI governance globally.
“The lack of unified regulations creates a complex environment for AI developers,” said Anish Nath, practice director at Everest Group. “This case could lead to stricter copyright rules requiring developers to secure explicit licenses and could clarify the jurisdictional authority of national courts over international AI firms, even those without physical operations in a country.”
ANI filed its lawsuit in November, accusing OpenAI of using its copyrighted content without permission to train ChatGPT and seeking damages along with the deletion of stored data. ANI contends that OpenAI’s practices not only constitute copyright infringement but also spread misinformation by generating false news stories attributed to the agency.
During earlier proceedings, OpenAI told the Delhi court it had blocked ANI’s domain and ceased using its data for training purposes. However, ANI insists that past content remains embedded in ChatGPT’s systems and must be deleted, the report added.
OpenAI did not respond to a request for comment.
Gen AI rakes up copyright challenges
This case mirrors global legal trends, as OpenAI faces similar lawsuits in the United States and beyond, including from major organizations like The New York Times. OpenAI maintains its position that it adheres to the “fair use” doctrine, leveraging publicly available data to train its AI systems without infringing intellectual property laws.
In the case of Raw Story Media v. OpenAI, heard in the Southern District of New York, the plaintiffs accused OpenAI of violating the Digital Millennium Copyright Act (DMCA) by stripping copyright management information (CMI) from their articles before using them to train ChatGPT. However, the court dismissed the lawsuit, ruling that Raw Story Media lacked standing as they failed to demonstrate any tangible harm resulting from the alleged misuse of their copyrighted material in the training process.
In the ANI v OpenAI case, the Delhi High Court has framed four key issues for adjudication, including whether using copyrighted material for training AI models constitutes infringement and whether Indian courts have jurisdiction over a US-based company.
Nath’s view aligns with broader concerns over how existing legal frameworks struggle to keep pace with AI advancements.
“The ANI lawsuit against OpenAI is more than a regional legal battle—it’s a litmus test for the global AI ecosystem,” Abhivyakti Sengar, Senior Analyst at Everest Group said. “It brings to the forefront a key issue: existing copyright laws were never designed for AI, and there’s a growing need to modernize them to reflect today’s realities.”
Implications for AI innovation and governance
OpenAI’s defense has raised complex questions about the governance of AI in a global context. If the court orders data deletion, it could set a precedent requiring compliance with varying local copyright laws, potentially stifling AI development and creating operational hurdles for global tech companies.
The case also underscores the need for international frameworks to address challenges posed by generative AI models. ANI’s demand for strict licensing protocols highlights the growing tension between intellectual property protection and the free flow of information critical for AI innovation.
The Delhi High Court is set to hear the case on January 28, the report added, which could mark a watershed moment for AI governance in India and globally. The court’s decision will not only influence how OpenAI operates in India but also shape enterprise strategies for leveraging generative AI while navigating compliance risks.
This legal battle places India at the center of a broader conversation about how governments, enterprises, and technology providers address the ethical, legal, and operational complexities of AI in a fragmented regulatory environment.
Chinese AI developer DeepSeek has unveiled an open-source version of its reasoning model, DeepSeek-R1, featuring 671 billion parameters and claiming performance superior to OpenAI’s o1 on key benchmarks.
“DeepSeek-R1 achieves a score of 79.8% Pass@1 on AIME 2024, slightly surpassing OpenAI-o1-1217,” the company said in a technical paper. “On MATH-500, it attains an impressive score of 97.3%, performing on par with OpenAI-o1-1217 and significantly outperforming other models.”
On coding-related tasks, DeepSeek-R1 achieved a 2,029 Elo rating on Codeforces and outperformed 96.3% of human participants in the competition, the company added.
“For engineering-related tasks, DeepSeek-R1 performs slightly better than DeepSeek-V3 [another model from the company], which could help developers in real-world tasks,” DeepSeek said.
DeepSeek-R1 is available on the AI development platform Hugging Face under an MIT license, allowing unrestricted commercial use.
The company also offers “distilled” versions of R1, ranging from 1.5 billion to 70 billion parameters, with the smallest capable of running on a laptop. The full-scale R1, which requires more powerful hardware, is available via API at costs up to 95% lower than OpenAI’s o1.
As a reasoning model, R1 would self-check its outputs, potentially reducing errors common in other models. Although slower, reasoning models offer increased reliability in fields such as physics, science, and math.
Accelerating the AI arms race
The race for building language models has intensified especially with changing geopolitical realities.
“While OpenAI and other US-based firms definitely have the first mover advantage, China has been investing a lot in AI to build its capabilities to become a good second mover,” said Sharath Srinivasamurthy, associate vice president at IDC.
In real-world enterprise applications, DeepSeek-R1’s performance on key metrics translates to improved capabilities in mathematical reasoning, problem-solving, and coding tasks.
“Although this suggests that DeepSeek-R1 could potentially outperform OpenAI’s o1 in practical scenarios requiring these specific competencies, the eventual outcome still depends on various factors within the broader AI ecosystem, such as the AI readiness of data, RAG and agent support, ModelOps and DevOps toolchain integrations, cloud and data infrastructure support, and AI governance,” said Charlie Dai, VP and principal analyst at Forrester.
Moreover, while R1’s claims of superior performance are appealing, its true effectiveness remains uncertain due to a lack of clarity about the data it has been trained on.
“The models are only as good as the data they are trained on,” Srinivasamurthy said. “With restrictive policies in China on data consumption and publication, there is a possibility that the data might be biased or incomplete.”
Srinivasamurthy also noted that the true potential of LLMs lies in handling multiple modalities like text and images. While many models have achieved this, R1 has room to grow to become a comprehensive solution.
Potential for enterprise use
DeepSeek-R1’s MIT license, allowing unrestricted commercial use and customization, along with its lower costs, positions it as an appealing and cost-effective option for enterprise adoption.
However, enterprises may need to factor in additional costs associated with the MIT license, such as customization, fine-tuning, and adapting the model to meet specific business needs for a higher ROI, according to Mansi Gupta, senior analyst at Everest Group.
Businesses outside China may also be reluctant to use their data to train the model or integrate it into their operations due to regulatory challenges affecting AI adoption. “Enterprises must carefully assess the geopolitical risks tied to using R1, particularly for global operations,” Gupta said. “This includes navigating Chinese regulations and conducting thorough compliance assessments and risk analyses. Ultimately, the adoption of R1 will depend on how well enterprises can optimize the trade-off between its potential ROI and these geopolitical and regulatory challenges.”
There are countless ways to communicate electronically, including texting, social media, chat apps, team task managers, and videoconferencing software. Given the myriad ways you can get in touch with others, you may well think email is dead.
Think again.
Email, the mainstay of workplace communications, is stronger than ever. An estimated 347.3 billion emails were sent every day in 2023, according to Statista — a figure that the market research firm expects to grow to 408.2 billion daily emails by 2027.
If you’re using an email client rather than a cloud-based email service, there’s a very good chance that it’s Microsoft Outlook, the most popular Windows-based email software. Although you may have been using Outlook for some time, you might be missing out on some of its worthwhile features.
Microsoft sells its Office productivity suite under two models: Individuals and businesses can pay for the software license up front and own it forever (what the company calls the “perpetual” version of the suite), or they can purchase a Microsoft 365 subscription, which means they have access to the software for only as long as they keep paying the subscription fee.
When you purchase a perpetual version of the suite — say, Office 2021 or Office 2024 — its applications will never get new features, whereas Office 365 apps are continually updated with new features. (For more details, see “How to choose between Microsoft 365 and Office 2024.”) Confusing matters even more, Microsoft has renamed almost all of its Office 365 subscriptions as Microsoft 365, which generally means the plan includes everything from the old Office 365 plans plus some additional features and apps.
This cheat sheet gets you up to speed on the major features that have been introduced in the Windows desktop client for Outlook in Microsoft 365 over the past few years. We’ll periodically update this story as new features roll out.
Classic Outlook, new Outlook
Note that Microsoft has two different Windows client versions of Outlook, as well as an online version. One Windows client version, which Microsoft calls “classic Outlook,” is the one that currently ships with Microsoft 365. The other, which Microsoft calls “new Outlook,” is a replacement for the Mail and Calendar apps that are built into Windows. Microsoft also plans to have new Outlook replace classic Outlook as part of the Microsoft 365 suite in the future, and new Outlook is available to M365 subscribers for testing now.
At the moment, though, new Outlook is missing a number of key business features, so most businesses will want to stick with classic Outlook for the time being. (Microsoft says it will support classic Outlook at least until 2029.) For that reason, we’ll cover classic Outlook in this story.
In the classic Outlook client, you may see a toggle that says “Try the new Outlook” at the top right. In my tests, though, the new Outlook wouldn’t work with Microsoft 365, with Outlook .pst files, or with POP servers, making it rather useless. To return to classic Outlook, turn the toggle back to Off. Be careful when doing that, though. On multiple occasions when I’ve moved the toggle to On and then tried return to classic Outlook, Outlook refused to work, and I had to close it and restart it.
Use the simplified (or classic) Ribbon
The Ribbon toolbar interface that you came to know and love (or perhaps hate) in earlier versions of Outlook has been replaced by a simplified Ribbon that only shows the most frequently used features. It’s for those who prefer simplicity to the everything-but-the-kitchen-sink look of the old Ribbon, which offers the full panoply of what’s available to you in Outlook.
Here’s the stripped-down, simplified Ribbon, which shows only the most commonly used commands.
Preston Gralla / IDG
If a button on the Ribbon has small down arrow (also called a caret) on it, you can click it to see a drop-down menu with related tasks. There’s also a three-dot icon at the right end of the Ribbon; click it and a drop-down menu appears with several tasks you might want to do related to the Ribbon tab you’re currently on — for example, managing junk mail if you’re on the Home tab. Select the task you want to do, and you’re set.
If you prefer the old Ribbon (or “classic Ribbon,” as Microsoft calls it), you can easily switch to it. Click the caret in the lower right-hand corner of the Ribbon. From the screen that appears, select Classic Ribbon. To switch back to the simplified Ribbon, click the caret again and select Simplified Ribbon.
For those who like the “everything-but-the-kitchen-sink” look, the classic Ribbon is still available in Outlook.
Preston Gralla / IDG
As in previous versions of Outlook, if you want the Ribbon commands to go away completely, press Ctrl-F1. (The tabs above the Ribbon stay visible.) To make them reappear, press Ctrl-F1 again. That works for both the simplified Ribbon and the classic one.
You’ve got other options for displaying the Ribbon as well, and these options also work with both the simplified and classic Ribbons. To get to them, click the caret at the far right of the Ribbon. When you do that, you can customize the Ribbon even more, in the Show Ribbon section. Select Show tabs only if you want to see the tabs on top of the Ribbon, but not the commands underneath them. (In this mode, you click a tab to see its commands.) Click Always show Ribbon to have the Ribbon always appear. And click Full-screen mode to hide both the Ribbon and the tabs.
If you select File > Options > Customize Ribbon, you can change the content of the Ribbon to suit your needs. You can add and remove tabs, and change the commands on tabs as well.
Use the Search bar for more than searching emails
The search bar at the top of Outlook is deceptively simple-looking. You likely assume you can use it for searching through your emails and that’s it.
But the search bar does double duty: in addition to searching through emails, it can also help you find any Outlook capability, no matter how hidden, even if you’ve never used it. (This hands-on help capability replaces the Tell Me feature found in Outlook 2016 and 2019.)
To use it, click in the search box, and then type in what task you’d like to do. (Those who prefer keyboard shortcuts can instead press Alt-Q to get to the search box.)
For example, if you want to filter your mail to see only messages with attachments, type in filter email. In this instance, the top result is a Filter Email listing with an arrow to its right, indicating that it has many options. Hover your mouse over it, and you see multiple options for filtering your mail, including Unread, Has Attachments, Important, and others. Choose the option you want, and the task will be performed instantly.
You can use Outlook’s search bar to perform just about any task.
Preston Gralla / IDG
For the most common basic tasks, you won’t need this capability. But for more complex ones, it’s worth using, because it’s much more efficient than hunting through the Ribbon to find a command. It also remembers the features you’ve previously clicked on in the search results, so when you click in the box, you first see a list of previous tasks you’ve searched for. That makes sure that the tasks you frequently perform are always within easy reach, while at the same time making tasks you rarely do easily accessible.
Do online research from right inside Outlook
Sometimes emails are just quick notes that don’t require much research, and you can toss them off with little or no thought. Other times, though, you’ll want to include relevant information before sending them off. Those are the times you’ll appreciate being able to do online research from right within Outlook. You can do this while you’re writing an email, so you won’t have to fire up your browser, search the web, and then copy the information or pictures to your message.
To do it, highlight a word or group of words in an email — it can be a new draft, a message you’ve received, or one you’ve already sent — and select Search from the menu that appears. Outlook then uses Bing to do a web search on the word or words, displaying definitions, related Wikipedia entries, pictures and other results from the web in the Search pane that appears on the right.
You can do web research from right within Outlook.
Preston Gralla / IDG
To use online research in Outlook or any other Office app, you might first need to enable Microsoft’s intelligent services feature, which collects your search terms and some content from your documents and other files. (If you’re concerned about privacy, you’ll need decide whether the privacy hit is worth the convenience of doing research from right within the app.) If you haven’t enabled it, you’ll see a screen when you click Search asking you to turn it on. Once you do so, it will be turned on across all your Office applications.
If you’re like the rest of the world, you suffer from email overload. Your most important messages are mixed in with the dross of everyday email life — retailing come-ons, groups begging for donations, pointless newsletters and more.
Focused Inbox helps solve the problem. Using artificial intelligence, it determines which messages are most important to you and puts them into a Focused tab, while putting everything else into an Other tab. That way you can spend most of your time handling important messages in the Focused tab, only occasionally checking the Other tab.
To turn on Focused Inbox, select the View tab from the Ribbon, then click the Show Focused Inbox icon. From now on, you’ll have two tabs in your Inbox, Focused and Other. The Focused tab should have the most important messages, and the Other tab should have less important messages. If that’s not the case, you can manually move messages from one folder to the other and tell Focused Inbox to automatically filter them in that way in the future.
Focused Inbox puts more important emails in the ‘Focused’ tab and less important emails out of the way in the ‘Other’ tab.
Preston Gralla / IDG
To move a message from one tab to another, right-click the message you want to move, then select Move to Other or Move to Focused, depending on where you want the message moved. That will move the message just this once. If you want to permanently route all messages from that sender to the other tab, choose either Always Move to Other or Always Move to Focused.
Focused Inbox isn’t for everybody. If you find that Focused Inbox hinders more than it helps, you can toggle it back off by selecting View > Show Focused Inbox.
Keep email messages out of the way but handy with the Archive folder
Outlook has long offered email message archiving — that is, the option to move messages out of your Outlook mailbox and into a separate PST file as a space-saving measure. Corporate versions of Office, such as Microsoft 365 Enterprise, offer their own archiving features that automatically archive users’ older messages, again to save space. These methods remove the messages from the user’s Outlook mailbox. You can still get them back, but it takes some doing.
There’s another option in Outlook for Microsoft 365: You can move specific pieces of mail out of your inbox or other folders and into the Archive folder. That way, when looking for a message, you can browse or search the Archive folder and find the message more quickly.
Using the Archive folder doesn’t reduce the size of your mailbox; it simply helps tidy up your inbox while keeping older messages instantly accessible. Microsoft recommends that you use the Archive folder to store messages that you’ve already responded to or acted on.
If you already have a system of folders and subfolders in Outlook, you might not need the Archive folder, but it can be a boon for those of us who tend to leave everything in the inbox. And even if you do have a folder system, you might find that not all of your email fits neatly into your folders and subfolders; you can move these messages to the Archive folder to keep your inbox clean.
To move messages to the Archive folder, first select one or more that you want to archive. (Select multiple messages by holding down the Ctrl key and clicking each one you want to select.) With the message or messages selected, go to the Ribbon’s Home tab and click Archive in the Delete group, right-click the message or group of messages and select Archive, or simply drag the selected message(s) to the Archive folder. You can also move an individual email to the Archive folder by pressing the Backspace key when the message is highlighted or when you’re reading it.
Choose the last item in the pop-up menu to move the selected messages to the Archive folder.
Preston Gralla / IDG
Now when you need to find a message, you can browse the Archive folder or else go to the Archive folder and launch a search.
To move a message out of the Archive folder to a different folder, simply drag it to its destination.
Find attachments more easily — and share ‘cloud attachments’
We’ve all been there: We want to attach a file we were recently working on, but don’t remember its precise location — or sometimes even its name — and spend far too much time navigating and searching for it.
Outlook solves the problem neatly. When you attach a file by clicking the Include icon, a list of the 12 most recent files you’ve been using pops up. The list includes all the files you’ve been using on any device, as long as you’re signed in to your Microsoft account. So if you were working on a file on your desktop, then later in the day took your laptop to work outside your office, Outlook would show you the files you had opened on both devices.
When you click Include, you have the choice of sending the file itself or a link to it. Whichever you choose, the list of the most recent files appears. If the file you want isn’t in the list, click Browse this PC to browse your local hard disk, or Browse Web Locations to browse OneDrive, OneDrive for Business, or SharePoint. When you attach a file from OneDrive or SharePoint, you’ll have the option of sending them as links or attaching the files themselves. Click the file you want to attach.
Outlook shows you a list of Office files you’ve recently used, making it easier to find and attach them to an outgoing email.
Preston Gralla / IDG
Use Microsoft 365 Copilot with Outlook
For an additional subscription fee, business users of Outlook can use Microsoft’s genAI add-in, Microsoft 365 Copilot. You can have Copilot draft new emails, draft replies, summarize email threads, offer recommendations on writing emails, and more. If you have a Microsoft 365 Personal or Family subscription, many of those features are now bundled with your core subscription.
Microsoft 365 Copilot can help you in Outlook in multiple ways, including summarizing email threads.
Preston Gralla / IDG
Work in Microsoft 365 Groups
If you work in an office that uses Microsoft 365 Groups, you can now join groups, create new groups, schedule meetings on a group calendar and more, all from within Outlook.
Microsoft 365 Groups, available for most Microsoft 365 business and enterprise plans, make it easy to collaborate with others by designating a set of people with whom to share resources, such as a document library, shared calendar, and/or shared email account. Groups can be for departments, project teams, and so on, and when a group is created, all the appropriate permissions are automatically granted for everybody in the group.
Creating a new group from inside Outlook is simple. Select the Home tab in the Ribbon, and in the New section, select New Items > Group. Then fill in information for the group, including its name, description, whether it’s private or public within your organization, and so on.
Creating a Microsoft 365 group from inside Outlook.
Preston Gralla / IDG
Note that your IT department needs to set up provisioning for Microsoft 365 Groups, so check with IT for more details about creating and using groups. Also, in order to use Microsoft 365 Groups in Outlook, you need to use Outlook in Cached Exchange Mode. See this Microsoft support page for details.
Other features to check out
Outlook for Microsoft 365 has several more useful features. Although they’re not as significant as the other features we’ve covered here, they’re worth knowing about.
Message encryption: In older versions of Outlook, there’s a Permissions button that lets you set permission levels for an email — for example, “Confidential,” “Internal,” and “Do Not Forward.” In Outlook for Microsoft 365, that button has been replaced with an Encrypt button that lets you encrypt the message with S/MIME or Microsoft 365 Message Encryption.
Quick Actions: If you hover your cursor over any email in your message list, tiny Quick Action icons appear. These let you perform tasks such as deleting, flagging, or archiving the message with a single click. By default, the two icons that appear are Flag/Clear Flag and Delete, but you can customize that by right-clicking on any message in the list and selecting Set Quick Actions from the pop-up menu. You can designate only two Quick Action icons — your options are Archive, Delete, Move, Flag/Clear Flag, and Mark as Read/Unread — but Delete appears even if you don’t select it.
Customizing Outlook’s Quick Actions icons for message management.
Preston Gralla / IDG
Note that Quick Actions does not replace Outlook’s more complex Quick Steps feature, which lets you apply multiple actions to a message at the same time. Quick Actions simply provides a quick way to do a few frequently performed actions.
Built-in translation: You no longer have to use a translation add-in for other languages — it’s now built directly into Outlook for Microsoft 365/Office 365. Right-click words, phrases, or the entire message and select Translate from the menu that pops up.
Turn grammar suggestions on and off: Outlook offers grammar suggestions — you’ll know they’re there when you see underlined text, which marks the text as having an error. If you’d prefer not to see them, you can turn them off. To do it, create a new email, and with it open, go to File > Options > Mail, and in the “Compose messages” section, click Editor Options. On the screen that appears, select Proofing, and under “When correcting spelling in Outlook,” uncheck the Mark grammar errors as you type box. You can still check grammar at any time by pressing F7.
Dictate messages: Look, ma, no hands! With Microsoft 365, you can dictate messages. Once you’ve created an email, select Message > Dictate from the Ribbon and start talking.
Use the same Outlook settings on all your devices: If you use Outlook on more than one machine, you can store your settings for features such as Automatic Replies, Focused Inbox, and Privacy in the cloud, and they’ll automatically be applied to all your Windows PCs. To turn it on, go to File > Options > General. Under “Cloud storage options,” check the box next to Store my Outlook settings in the cloud.
Regardless of whether you do that, any signatures you create in Outlook will be automatically stored in the cloud so that they’ll be available on all your devices.
Use keyboard shortcuts
If you’re a fan of keyboard shortcuts, you’ll be pleased to know that Outlook has them. They provide a great way to get tasks accomplished quickly. See our story “Handy Outlook keyboard shortcuts for Windows and Mac” for the most useful ones.
Emergency response systems worldwide are undergoing rapid transformation, and Kazakhstan is no exception. With the introduction of the SOS 102 app, the country has set a new standard for public safety, redefining how law enforcement interacts with citizens. Launched in 2021, the system integrates cutting-edge technology with a citizen-centric approach, establishing itself as a benchmark for modern, responsive emergency services.
Since its launch, SOS 102 has processed over 342,500 requests, with more than 250,000 originating from its mobile app. This high adoption rate underscores the effectiveness of its omni-channel design, which seamlessly connects traditional hotlines with digital platforms such as a mobile app, social media, and instant messaging. Citizens can report incidents, submit multimedia evidence, and track police responses in real-time—all with just a few taps.
One of the standout features is the integration of AI. The system uses AI to filter and prioritize incoming requests, ensuring that urgent cases receive immediate attention. This not only reduces response times but also enhances the accuracy and efficiency of incident handling, building greater trust between law enforcement and the public.
What spurred the need for SOS 102?
Before SOS 102, Kazakhstan’s emergency response relied heavily on traditional phone lines. This system posed several challenges:
Limited real-time information: Without a digital platform, it was difficult for citizens to share detailed incident information, such as photos or videos, which often delayed resolution.
Low transparency: Citizens had no way to track the progress of their reports, leading to a lack of trust in the system.
Lack of integration: There was no mechanism to consolidate reports from different channels, resulting in inefficiencies in response efforts.
These limitations highlighted the urgent need for a more modern, integrated approach to public safety communication. SOS 102 was developed to address these gaps while aligning with the country’s broader “Listening State” initiative, which aims to foster transparency and responsiveness in governance.
Lessons from the global stage
Kazakhstan’s initiative mirrors global trends in emergency response modernization, drawing parallels with systems like NG911 in North America and 112 in Europe. However, SOS 102 goes further by tailoring international best practices to local needs.
For instance, similar to efforts in Singapore, SOS 102 leverages AI for rapid prioritization and IoT for real-time geolocation, ensuring prompt and precise responses. It is also inspired by Dubai’s advanced systems to ensure user-centric design: SOS 102 emphasizes accessibility and transparency, with features like live tracking of police responses and simple interfaces for incident reporting.
Future enhancements for a safer Kazakhstan
Looking ahead, the SOS 102 system is poised for further upgrades. Planned developments include enhanced audio and video call functionalities, expanded services like vehicle history checks, and continuous improvements based on user feedback. These updates aim to make the system even more intuitive and versatile, reinforcing its role as a pillar of Kazakhstan’s public safety strategy.
Kazakhstan’s SOS 102 exemplifies how technology and citizen-focused design can transform emergency response systems. By addressing local challenges and incorporating global best practices, the initiative not only sets a precedent for other nations but also fosters a safer, more connected community.