var tribe_dropdowns = window.tribe_dropdowns || {}; ( function( $, obj, _ ) { 'use strict'; obj.selector = { dropdown: '.tribe-dropdown', created: '.tribe-dropdown-created', searchField: '.select2-search__field', }; // Setup a Dependent $.fn.tribe_dropdowns = function() { obj.dropdown( this, {} ); return this; }; obj.freefrom_create_search_choice = function( params ) { if ( 'string' !== typeof params.term ) { return null; } var term = params.term.trim(); if ( '' === term ) { return null; } var args = this.options.options; var $select = args.$select; if ( term.match( args.regexToken ) && ( ! $select.is( '[data-int]' ) || ( $select.is( '[data-int]' ) && term.match( /\d+/ ) ) ) ) { var choice = { id: term, text: term, new: true }; if ( $select.is( '[data-create-choice-template]' ) ) { choice.text = _.template( $select.data( 'createChoiceTemplate' ) )( { term: term } ); } return choice; } return null; }; /** * Better Search ID for Select2, compatible with WordPress ID from WP_Query * * @param {object|string} e Searched object or the actual ID * @return {string} ID of the object */ obj.search_id = function( e ) { var id = undefined; if ( 'undefined' !== typeof e.id ) { id = e.id; } else if ( 'undefined' !== typeof e.ID ) { id = e.ID; } else if ( 'undefined' !== typeof e.value ) { id = e.value; } return undefined === e ? undefined : id; }; /** * Better way of matching results * * @param {string} term Which term we are searching for * @param {string} text Search here * @return {boolean} */ obj.matcher = function( params, data ) { // If there are no search terms, return all of the data if ( 'string' !== typeof params.term || params.term.trim() === '') { return data; } // Do not display the item if there is no 'text' property if ( typeof data.text === 'undefined' ) { return null; } var term = params.term.trim(); var text = data.text; var $select = $( data.element ).closest( 'select' ); var args = $select.data( 'dropdown' ); var result = text.toUpperCase().indexOf( term.toUpperCase() ) !== -1; if ( ! result && 'undefined' !== typeof args.tags ){ var possible = _.where( args.tags, { text: text } ); if ( args.tags.length > 0 && _.isObject( possible ) ){ var test_value = obj.search_id( possible[0] ); result = test_value.toUpperCase().indexOf( term.toUpperCase() ) !== -1; } } return result; }; /** * If the element used as the basis of a dropdown specifies one or more numeric/text * identifiers in its val attribute, then use those to preselect the appropriate options. * * @param {object} $select * @param {function} make_selection */ obj.init_selection = function( $select, make_selection ) { var isMultiple = $select.is( '[multiple]' ); var options = $select.data( 'dropdown' ); var currentValues = $select.val().split( options.regexSplit ); var selectedItems = []; $( currentValues ).each( function( index, value ) { // eslint-disable-line no-unused-vars var searchFor = { id: this, text: this }; var data = options.ajax ? $select.data( 'options' ) : options.data; var locatedItem = find_item( searchFor, data ); if ( locatedItem && locatedItem.selected ) { selectedItems.push( locatedItem ); } } ); if ( selectedItems.length && isMultiple ) { make_selection( selectedItems ); } else if ( selectedItems.length ) { make_selection( selectedItems[ 0 ] ); } else { make_selection( false ); return; } }; /** * Searches array 'haystack' for objects that match 'description'. * * The 'description' object should take the form { id: number, text: string }. The first * object within the haystack that matches one of those two properties will be returned. * * If objects contain an array named 'children', then that array will also be searched. * * @param {Object} description * @param {Array} haystack * * @return {Object|boolean} */ function find_item( description, haystack ) { if ( ! _.isArray( haystack ) ) { return false; } for ( var index in haystack ) { var possible_match = haystack[ index ]; if ( possible_match.hasOwnProperty( 'id' ) && possible_match.id == description.id ) { // eslint-disable-line no-prototype-builtins,eqeqeq,max-len return possible_match; } if ( possible_match.hasOwnProperty( 'text' ) && possible_match.text == description.text ) { // eslint-disable-line no-prototype-builtins,eqeqeq,max-len return possible_match; } if ( possible_match.hasOwnProperty( 'children' ) && _.isArray( possible_match.children ) ) { // eslint-disable-line no-prototype-builtins,max-len var subsearch = find_item( description, possible_match.children ); if ( subsearch ) { return subsearch; } } } return false; } obj.getSelectClasses = function( $select ) { var classesToRemove = [ 'select2-hidden-accessible', 'hide-before-select2-init', ]; var originalClasses = $select.attr( 'class' ).split( /\s+/ ); return _.difference( originalClasses, classesToRemove ); }; obj.element = function( field, args ) { var $select = $( field ); var args = $.extend( {}, args ); // eslint-disable-line no-redeclare var carryOverData = [ // eslint-disable-line no-unused-vars 'depends', 'condition', 'conditionNot', 'condition-not', 'conditionNotEmpty', 'condition-not-empty', 'conditionEmpty', 'condition-empty', 'conditionIsNumeric', 'condition-is-numeric', 'conditionIsNotNumeric', 'condition-is-not-numeric', 'conditionChecked', 'condition-is-checked', ]; var $container; // Add a class for dropdown created $select.addClass( obj.selector.created.className() ); // args.debug = true; // For Reference we save the jQuery element as an Arg. args.$select = $select; // Auto define the Width of the Select2. args.dropdownAutoWidth = true; args.width = 'resolve'; // CSS for the container args.containerCss = {}; // Only apply visibility when it's a Visible Select2. if ( $select.is( ':visible' ) ) { args.containerCss.display = 'inline-block'; args.containerCss.position = 'relative'; } // CSS for the dropdown args.dropdownCss = {}; args.dropdownCss.width = 'auto'; // When we have this we replace the default with what's in the param. if ( $select.is( '[data-dropdown-css-width]' ) ) { args.dropdownCss.width = $select.data( 'dropdown-css-width' ); if ( ! args.dropdownCss.width || 'false' === args.dropdownCss.width ) { delete args.dropdownCss.width; delete args.containerCss; } } // By default we allow The field to be cleared args.allowClear = true; if ( $select.is( '[data-prevent-clear]' ) ) { args.allowClear = false; } // Pass the "Searching..." placeholder if specified if ( $select.is( '[data-searching-placeholder]' ) ) { args.formatSearching = $select.data( 'searching-placeholder' ); } // If we are dealing with a Input Hidden we need to set the Data for it to work if ( ! $select.is( '[data-placeholder]' ) && $select.is( '[placeholder]' ) ) { args.placeholder = $select.attr( 'placeholder' ); } // If we are dealing with a Input Hidden we need to set the Data for it to work. if ( $select.is( '[data-options]' ) ) { args.data = $select.data( 'options' ); } // With less then 10 args we wouldn't show the search. args.minimumResultsForSearch = 10; // Prevents the Search box to show if ( $select.is( '[data-hide-search]' ) ) { args.minimumResultsForSearch = Infinity; } // Makes sure search shows up. if ( $select.is( '[data-force-search]' ) ) { delete args.minimumResultsForSearch; } // Allows freeform entry if ( $select.is( '[data-freeform]' ) ) { args.createTag = obj.freefrom_create_search_choice; args.tags = true; $select.data( 'tags', true ); } if ( $select.is( '[multiple]' ) ) { args.multiple = true; // Set the max select items, if defined if ( $select.is( '[data-maximum-selection-size]' ) ) { args.maximumSelectionSize = $select.data( 'maximum-selection-size' ); } // If you don't have separator, add one (comma) if ( ! $select.is( 'data-separator' ) ) { $select.data( 'separator', ',' ); } if ( ! _.isArray( $select.data( 'separator' ) ) ) { args.tokenSeparators = [ $select.data( 'separator' ) ]; } else { args.tokenSeparators = $select.data( 'separator' ); } args.separator = $select.data( 'separator' ); // Define the regular Exp based on args.regexSeparatorElements = [ '^(' ]; args.regexSplitElements = [ '(?:' ]; $.each( args.tokenSeparators, function ( i, token ) { args.regexSeparatorElements.push( '[^' + token + ']+' ); args.regexSplitElements.push( '[' + token + ']' ); } ); args.regexSeparatorElements.push( ')$' ); args.regexSplitElements.push( ')' ); args.regexSeparatorString = args.regexSeparatorElements.join( '' ); args.regexSplitString = args.regexSplitElements.join( '' ); args.regexToken = new RegExp( args.regexSeparatorString, 'ig' ); args.regexSplit = new RegExp( args.regexSplitString, 'ig' ); } // Select also allows Tags, so we go with that too if ( $select.is( '[data-tags]' ) ) { args.tags = $select.data( 'tags' ); args.createSearchChoice = function( term, data ) { // eslint-disable-line no-unused-vars if ( term.match( args.regexToken ) ) { return { id: term, text: term }; } }; if ( 0 === args.tags.length ) { args.formatNoMatches = function() { return $select.attr( 'placeholder' ); }; } } // When we have a source, we do an AJAX call if ( $select.is( '[data-source]' ) ) { var source = $select.data( 'source' ); // For AJAX we reset the data args.data = { results: [] }; // Format for Parents breadcrumbs args.formatResult = function ( item, container, query ) { // eslint-disable-line no-unused-vars,max-len if ( 'undefined' !== typeof item.breadcrumbs ) { return $.merge( item.breadcrumbs, [ item.text ] ).join( ' » ' ); } return item.text; }; // instead of writing the function to execute the request we use Select2's convenient helper. args.ajax = { dataType: 'json', type: 'POST', url: obj.ajaxurl(), // parse the results into the format expected by Select2. processResults: function ( response, page, query ) { // eslint-disable-line no-unused-vars if ( ! $.isPlainObject( response ) || 'undefined' === typeof response.success ) { console.error( 'We received a malformed Object, could not complete the Select2 Search.' ); // eslint-disable-line max-len return { results: [] }; } if ( ! $.isPlainObject( response.data ) || 'undefined' === typeof response.data.results ) { console.error( 'We received a malformed results array, could not complete the Select2 Search.' ); // eslint-disable-line max-len return { results: [] }; } if ( ! response.success ) { if ( 'string' === $.type( response.data.message ) ) { console.error( response.data.message ); } else { console.error( 'The Select2 search failed in some way... Verify the source.' ); } return { results: [] }; } return response.data; }, }; // By default only send the source args.ajax.data = function( search, page ) { return { action: 'tribe_dropdown', source: source, search: search, page: page, args: $select.data( 'source-args' ), }; }; } // Attach dropdown to container in DOM. if ( $select.is( '[data-attach-container]' ) ) { // If multiple, attach container without search. if ( $select.is( '[multiple]' ) ) { $.fn.select2.amd.define( 'AttachedDropdownAdapter', [ 'select2/utils', 'select2/dropdown', 'select2/dropdown/attachContainer', ], function( utils, dropdown, attachContainer ) { return utils.Decorate( dropdown, attachContainer ); } ); args.dropdownAdapter = $.fn.select2.amd.require( 'AttachedDropdownAdapter' ); // If not multiple, attach container with search. } else { $.fn.select2.amd.define( 'AttachedWithSearchDropdownAdapter', [ 'select2/utils', 'select2/dropdown', 'select2/dropdown/search', 'select2/dropdown/minimumResultsForSearch', 'select2/dropdown/attachContainer', ], function( utils, dropdown, search, minimumResultsForSearch, attachContainer ) { var adapter = utils.Decorate( dropdown, attachContainer ); adapter = utils.Decorate( adapter, search ); adapter = utils.Decorate( adapter, minimumResultsForSearch ); return adapter; } ); args.dropdownAdapter = $.fn.select2.amd.require( 'AttachedWithSearchDropdownAdapter' ); } } // Save data on Dropdown $select.data( 'dropdown', args ); $container = $select.select2TEC( args ); // Propagating original input classes to the select2 container. $container.data( 'select2' ).$container.addClass( obj.getSelectClasses( $select ).join( ' ' ) ); // Propagating original input classes to the select2 container. $container.data( 'select2' ).$container.removeClass( 'hide-before-select2-init' ); $container.on( 'select2:open', obj.action_select2_open ); /** * @todo @bordoni Investigate how and if we should be doing this. * if ( carryOverData.length > 0 ) { carryOverData.map( function( dataKey ) { var attr = 'data-' + dataKey; var val = $select.attr( attr ); if ( ! val ) { return; } this.attr( attr, val ); }, $container ); } */ }; obj.ajaxurl = function() { if ( 'undefined' !== typeof window.ajaxurl ) { return window.ajaxurl; } if ( 'undefined' !== typeof TEC && 'undefined' !== typeof TEC.ajaxurl ) { return TEC.ajaxurl; } console.error( 'Dropdowns framework cannot properly do an AJAX request without the WordPress `ajaxurl` variable setup.' ); // eslint-disable-line max-len }; obj.action_select2_open = function( event ) { // eslint-disable-line no-unused-vars var $select = $( this ); var select2Data = $select.data( 'select2' ); var $search = select2Data.$dropdown.find( obj.selector.searchField ); // eslint-disable-line es5/no-es6-methods,max-len select2Data.$dropdown.addClass( obj.selector.dropdown.className() ); // If we have a placeholder for search, apply it! if ( $select.is( '[data-search-placeholder]' ) ) { $search.attr( 'placeholder', $select.data( 'searchPlaceholder' ) ); } }; /** * Configure the Drop Down Fields * * @param {jQuery} $fields All the fields from the page * @param {array} args Allow extending the arguments * * @return {jQuery} Affected fields */ obj.dropdown = function( $fields, args ) { var $elements = $fields.not( '.select2-offscreen, .select2-container, ' + obj.selector.created.className() ); // eslint-disable-line max-len if ( 0 === $elements.length ) { return $elements; } // Default args to avoid Undefined if ( ! args ) { args = {}; } $elements .each( function( index, element ) { // Apply element to all given items and pass args obj.element( element, args ); } ); // return to be able to chain jQuery calls return $elements; }; $( function() { $( obj.selector.dropdown ).tribe_dropdowns(); } ); // Addresses some problems with Select2 inputs not being initialized when using a browser's "Back" button. $( window ).on( 'unload', function() { $( obj.selector.dropdown ).tribe_dropdowns(); }); } )( jQuery, 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generative ai application landscape 1 Archives - premier mills https://www.premills.com/category/generative-ai-application-landscape-1-2/ Wed, 14 May 2025 00:40:51 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://www.premills.com/wp-content/uploads/2021/08/PM_No.1_Favicon-01.png generative ai application landscape 1 Archives - premier mills https://www.premills.com/category/generative-ai-application-landscape-1-2/ 32 32 generative ai application landscape 1 https://www.premills.com/generative-ai-application-landscape-1/ https://www.premills.com/generative-ai-application-landscape-1/#respond Sat, 10 May 2025 14:49:55 +0000 https://www.premills.com/?p=3440 Impact and Influence of GenAI on Project Managers Generative AI to Combat Cyber Security Threats For instance, adversaries use generative AI to create sophisticated threats at scale, identify vulnerabilities, and bypass security protocols. Notably, social engineers employ generative AI to craft convincing phishing scams and deepfakes, thus amplifying the threat landscape[4]. Despite these risks, generative […]

The post generative ai application landscape 1 appeared first on premier mills.

]]> Impact and Influence of GenAI on Project Managers

Generative AI to Combat Cyber Security Threats

generative ai application landscape

For instance, adversaries use generative AI to create sophisticated threats at scale, identify vulnerabilities, and bypass security protocols. Notably, social engineers employ generative AI to craft convincing phishing scams and deepfakes, thus amplifying the threat landscape[4]. Despite these risks, generative AI provides significant opportunities to fortify cybersecurity defenses by aiding in the identification of potential attack vectors and automatically responding to security incidents[4]. GANs play a crucial role in simulating cyberattacks and defensive strategies, thus providing a dynamic approach to cybersecurity [3].

This transformative technology has the potential to significantly enhance efficiency by handling time-consuming activities such as moving cards on a board and drafting summaries, which are typically seen as nuisance-like tasks[5]. Generative AI, while offering promising capabilities for enhancing cybersecurity, also presents several challenges and limitations. One major issue is the potential for these systems to produce inaccurate or misleading information, a phenomenon known as hallucinations[2]. This not only undermines the reliability of AI-generated content but also poses significant risks when such content is used for critical security applications. While generative AI offers robust tools for cyber defense, it also presents new challenges as cybercriminals exploit these technologies for malicious purposes.

As GenAI tools become more prevalent, there is an increasing need for project managers to develop AI-related competencies [4]. For instance, generative models can assist in creating detailed project plans or cost estimations, freeing project managers from manual and repetitive tasks [9]. Generative AI offers significant advantages in the realm of cybersecurity, primarily due to its capability to rapidly process and analyze vast amounts of data, thereby speeding up incident response times. Elie Bursztein from Google and DeepMind highlighted that generative AI could potentially model incidents or produce near real-time incident reports, drastically improving response rates to cyber threats[4].

generative ai application landscape

It’s essential to consider the potential for bad actors, but taking drastic actions against companies that dominate AI is premature as it may lead to unintended consequences. In the last year, we’ve been given AI-assisted photo editing tools that make complex tasks a breeze. From the Galaxy S24’s generative edit feature that can realistically remove subjects or photo clean up with Apple Intelligence on the iPhone 16 Pro Max, these generative AI tools do an amazing job of realistically editing images. As we move ahead, perhaps India’s biggest battle will not be the technology per se but the mindset behind embracing it.

ATA Virtuals (Affiliate Targeting AI) Launches AI-Powered Decentralized Marketing Platform with Specialized AI Agents

The company’s focus on AI-ML technologies has positioned it as a key player in the journey towards financial inclusion and economic growth. Every feature launched by Wegofin is built on advanced architecture and is designed to deliver unparalleled performance, reliability, and trust. GenAI tools have revolutionized task management by intelligently assigning tasks, predicting potential bottlenecks, and suggesting optimal workflows. For example, AI-powered tools can import current workflows, break down complex projects, and plot them on a roadmap, thereby helping project managers determine realistic time frames for project completion[5]. This dynamic and responsive planning is critical in Agile environments where adaptability and swift responses to change are paramount. Looking forward, generative AI’s ability to streamline security protocols and its role in training through realistic and dynamic scenarios will continue to improve decision-making skills among IT security professionals [3].

Generative AI (GenAI) is a cutting-edge technology within the artificial intelligence landscape that creates new content, such as text and images, based on user inputs and extensive data sets. Differing from traditional machine learning (ML), which focuses on recognizing patterns and making predictions from historical data, GenAI is distinguished by its ability to generate novel and contextually relevant content. Since the release of notable tools like ChatGPT, the adoption of GenAI has surged across various sectors, including project management, where it is transforming conventional practices[1][2]. Security firms worldwide have successfully implemented generative AI to create effective cybersecurity strategies. An example is SentinelOne’s AI platform, Purple AI, which synthesizes threat intelligence and contextual insights to simplify complex investigation procedures[9].

generative ai application landscape

Generative AI is revolutionizing the field of cybersecurity by providing advanced tools for threat detection, analysis, and response, thus significantly enhancing the ability of organizations to safeguard their digital assets. This technology allows for the automation of routine security tasks, facilitating a more proactive approach to threat management and allowing security professionals to focus on complex challenges. The adaptability and learning capabilities of generative AI make it a valuable asset in the dynamic and ever-evolving cybersecurity landscape [1][2]. In project management, GenAI is significantly enhancing efficiency by automating routine tasks, thereby enabling project managers to focus more on strategic planning and stakeholder management. Tools powered by GenAI can intelligently assign tasks, predict potential bottlenecks, and suggest optimal workflows, making project planning more dynamic and responsive[3]. For instance, tools like Dart AI can deconstruct complex projects, create roadmaps, and help determine realistic timelines for completion, thereby streamlining project execution[3].

Dongly Tech: Revolutionizing the Technology Industry through cutting-edge technology

This report, which scrutinizes the partnerships between large cloud service providers and generative AI model developers such as OpenAI and Anthropic, raises valid questions. However, let’s take a step back and examine whether these collaborations stifle competition or showcase the AI sector’s inherent resilience and adaptability. One of the primary advantages of GenAI in Agile and SAFe practices is its ability to automate repetitive tasks, thus accelerating processes and enabling teams to focus on high-value work[3]. Automation through GenAI reduces manual effort and errors, allowing project managers and teams to dedicate more time to strategic tasks and innovation. Weekly summaries based on meeting notes generated by GenAI, for instance, ensure that team members are consistently aligned without expending additional effort on documentation[5]. Enterprises that leverage GenAI for tasks such as code generation, text generation, and visual design can significantly enhance their productivity and innovation capabilities [3].

The integration of GenAI into project management is creating new career growth opportunities for project managers. As organizations increasingly recognize the benefits of AI, there is a growing demand for project managers who are skilled in AI technologies [4]. This demand is opening up new career paths and advancement opportunities for project managers who are willing to embrace AI and continuously update their skillsets [4].

Join the community of 2M+ industry professionals

Moreover, GenAI aids in risk management by providing scenario analysis and insights generation, helping project managers to anticipate and mitigate potential risks before they impact the organization[7]. By handling time-consuming tasks, GenAI frees project managers to focus on intraorganizational influences and relationships, thus enhancing their business acumen and strategic capabilities[7]. Generative AI (GenAI) offers numerous advantages in project management, making it a transformative tool for modern practices. By automating repetitive and mundane tasks, GenAI enables project managers to focus on higher-value activities such as strategic planning and stakeholder management.

  • This technology has brought both opportunities and challenges, as it enhances the ability to detect and neutralize cyber threats while also posing risks if exploited by cybercriminals [3].
  • Service providers need to adapt to meet these challenges, and ensure their networks are equipped to handle the demands of next-generation applications and services.
  • One major issue is the potential for these systems to produce inaccurate or misleading information, a phenomenon known as hallucinations[2].

This approach often involves the use of neural networks and supervised learning techniques, which are essential for training algorithms to recognize patterns indicative of cyber threats. However, the application of neural networks also introduces challenges, such as the need for explainability and control over algorithmic decisions[14][1]. Generative AI technologies are transforming the field of cybersecurity by providing sophisticated tools for threat detection and analysis. These technologies often rely on models such as generative adversarial networks (GANs) and artificial neural networks (ANNs), which have shown considerable success in identifying and responding to cyber threats. Cisco AI Defense delivers tangible benefits to stressed SecOps teams by offering enhanced visibility, streamlined security management, and proactive threat mitigation. For example, the platform provides detailed insights into AI application usage across the enterprise to improve visibility into AI-powered apps and workflows.

Challenges and Limitations

With a focus on robust infrastructure, seamless automation, and embedded security, the industry is well-positioned to thrive in 2025 and beyond, delivering value that extends far beyond traditional connectivity. Additionally, as AI becomes embedded in more critical functions—from autonomous vehicles to intelligent supply chains—the pressure on networks to deliver uninterrupted and ultra-reliable connectivity will increase. The evolution of 5G and the early adoption of 6G technologies will play a crucial role in supporting these advancements, providing the quality of service and low latency essential for AI’s success. GenAI applications excel in proactively suggesting additional actions and providing pertinent information, which is crucial for maintaining momentum in Agile and SAFe environments. By leveraging GenAI, project managers can make more informed decisions and anticipate potential challenges, thus maintaining a steady pace of project progression and continuous improvement[4]. GenAI’s capability to customize models and integrate proprietary data enhances the flexibility of Agile and SAFe practices.

Another significant advantage is the ability of GenAI to generate high-level requirements from user input and autonomously write AI-generated code for specific functionalities. This capability is particularly beneficial in software development projects, where efficiency in code generation and optimization is crucial[8]. The use of machine learning (ML) techniques, such as regression and clustering, further enhances predictive modeling and pattern recognition, providing deeper insights into project performance metrics[8]. One of the primary benefits of GenAI is its capability to generate weekly summaries based on meeting notes, which saves time and ensures consistency in communication[5].

Meanwhile, companies are developing AI models so advanced they could predict the stock market——though some still struggle to keep the lights on during power cuts or avoid waterlogged data centers during the monsoons. The rise of no-code and low-code platforms has been one of the most transformative trends in AI for 2024. These tools have taken AI out of the hands of specialists and placed it into the toolkit of everyday professionals. With drag-and-drop interfaces, pre-built templates, and user-friendly dashboards, these platforms enable non-technical users to create AI-driven solutions without writing a single line of code. Furthermore, new entrants in the AI sector can leverage the data and knowledge generated by these partnerships to refine their offerings.

generative ai application landscape

The conference exemplifies this spirit, offering a platform where emerging players can make their mark and established entities can explore new frontiers. The Indian Banks’ Association (IBA) is gearing up for its 20th Annual Banking Technology Conference, an event that has come to symbolise the relentless evolution and modernisation of India’s financial sector. Cisco’s latest announcement of AI Defense showcases how the intersection of AI and cybersecurity requires an evolution of a company’s security strategy. By addressing the unique risks posed by AI applications and providing tools tailored to the needs of SecOps teams, Cisco has positioned itself as a contender in the new AI security realm. As companies develop new AI applications, developers need a set of AI security and safety guardrails that work for every application.

Pascal Menezes is a proven technology thought leader, sales evangelist, product manager and seasoned IP architect with decades of experience in internetworking, next-generation information systems, and communication architectures. He is focused on SD-WAN, SASE, cloud scale architectures, real-time media networks, Software Defined Networks (SDN), Network Function Virtualization (NFV) and Lifecycle Service Orchestration (LSO). These advancements have given rise to industrial copilots, which leverage real-time data to offer actionable insights, improving productivity, safety, and sustainability in complex environments. These tools democratize AI access, enabling non-technical users to build predictive models, automate workflows, and analyse complex datasets. According to Gartner, 70% of AI applications in 2024 were developed using no-code or low-code tools, up from 50% in 2023.

  • Let’s break down Cisco’s announcement, the AI-specific features of its latest offering, and the benefits it provides to security operations (SecOps) teams.
  • From the Galaxy S24’s generative edit feature that can realistically remove subjects or photo clean up with Apple Intelligence on the iPhone 16 Pro Max, these generative AI tools do an amazing job of realistically editing images.
  • As organizations increasingly recognize the benefits of AI, there is a growing demand for project managers who are skilled in AI technologies [4].
  • It’s heartening, of course, to see policymakers draft ambitious blueprints, albeit with the occasional “fine print” that makes you wonder if they consulted a data scientist or just a lawyer with a thesaurus.

Furthermore, GenAI can generate weekly summaries based on meeting notes, thus streamlining communication within the team[5]. Concerns about the quality of outputs, potential biases, and the reliability of AI-generated information necessitate vigilant oversight and validation by project managers[5]. The rapid adoption of GenAI also poses risks related to intellectual property, cybersecurity, and the potential for disillusionment as initial excitement wanes[5][6]. Despite these challenges, the benefits of GenAI in automating routine operations, enhancing communication, and optimizing workflows highlight its transformative potential.

The post generative ai application landscape 1 appeared first on premier mills.

]]> https://www.premills.com/generative-ai-application-landscape-1/feed/ 0 generative ai application landscape 1 https://www.premills.com/generative-ai-application-landscape-1-2/ https://www.premills.com/generative-ai-application-landscape-1-2/#respond Sat, 10 May 2025 14:49:55 +0000 https://www.premills.com/?p=3499 Impact and Influence of GenAI on Project Managers Generative AI to Combat Cyber Security Threats For instance, adversaries use generative AI to create sophisticated threats at scale, identify vulnerabilities, and bypass security protocols. Notably, social engineers employ generative AI to craft convincing phishing scams and deepfakes, thus amplifying the threat landscape[4]. Despite these risks, generative […]

The post generative ai application landscape 1 appeared first on premier mills.

]]> Impact and Influence of GenAI on Project Managers

Generative AI to Combat Cyber Security Threats

generative ai application landscape

For instance, adversaries use generative AI to create sophisticated threats at scale, identify vulnerabilities, and bypass security protocols. Notably, social engineers employ generative AI to craft convincing phishing scams and deepfakes, thus amplifying the threat landscape[4]. Despite these risks, generative AI provides significant opportunities to fortify cybersecurity defenses by aiding in the identification of potential attack vectors and automatically responding to security incidents[4]. GANs play a crucial role in simulating cyberattacks and defensive strategies, thus providing a dynamic approach to cybersecurity [3].

This transformative technology has the potential to significantly enhance efficiency by handling time-consuming activities such as moving cards on a board and drafting summaries, which are typically seen as nuisance-like tasks[5]. Generative AI, while offering promising capabilities for enhancing cybersecurity, also presents several challenges and limitations. One major issue is the potential for these systems to produce inaccurate or misleading information, a phenomenon known as hallucinations[2]. This not only undermines the reliability of AI-generated content but also poses significant risks when such content is used for critical security applications. While generative AI offers robust tools for cyber defense, it also presents new challenges as cybercriminals exploit these technologies for malicious purposes.

As GenAI tools become more prevalent, there is an increasing need for project managers to develop AI-related competencies [4]. For instance, generative models can assist in creating detailed project plans or cost estimations, freeing project managers from manual and repetitive tasks [9]. Generative AI offers significant advantages in the realm of cybersecurity, primarily due to its capability to rapidly process and analyze vast amounts of data, thereby speeding up incident response times. Elie Bursztein from Google and DeepMind highlighted that generative AI could potentially model incidents or produce near real-time incident reports, drastically improving response rates to cyber threats[4].

generative ai application landscape

It’s essential to consider the potential for bad actors, but taking drastic actions against companies that dominate AI is premature as it may lead to unintended consequences. In the last year, we’ve been given AI-assisted photo editing tools that make complex tasks a breeze. From the Galaxy S24’s generative edit feature that can realistically remove subjects or photo clean up with Apple Intelligence on the iPhone 16 Pro Max, these generative AI tools do an amazing job of realistically editing images. As we move ahead, perhaps India’s biggest battle will not be the technology per se but the mindset behind embracing it.

ATA Virtuals (Affiliate Targeting AI) Launches AI-Powered Decentralized Marketing Platform with Specialized AI Agents

The company’s focus on AI-ML technologies has positioned it as a key player in the journey towards financial inclusion and economic growth. Every feature launched by Wegofin is built on advanced architecture and is designed to deliver unparalleled performance, reliability, and trust. GenAI tools have revolutionized task management by intelligently assigning tasks, predicting potential bottlenecks, and suggesting optimal workflows. For example, AI-powered tools can import current workflows, break down complex projects, and plot them on a roadmap, thereby helping project managers determine realistic time frames for project completion[5]. This dynamic and responsive planning is critical in Agile environments where adaptability and swift responses to change are paramount. Looking forward, generative AI’s ability to streamline security protocols and its role in training through realistic and dynamic scenarios will continue to improve decision-making skills among IT security professionals [3].

Generative AI (GenAI) is a cutting-edge technology within the artificial intelligence landscape that creates new content, such as text and images, based on user inputs and extensive data sets. Differing from traditional machine learning (ML), which focuses on recognizing patterns and making predictions from historical data, GenAI is distinguished by its ability to generate novel and contextually relevant content. Since the release of notable tools like ChatGPT, the adoption of GenAI has surged across various sectors, including project management, where it is transforming conventional practices[1][2]. Security firms worldwide have successfully implemented generative AI to create effective cybersecurity strategies. An example is SentinelOne’s AI platform, Purple AI, which synthesizes threat intelligence and contextual insights to simplify complex investigation procedures[9].

generative ai application landscape

Generative AI is revolutionizing the field of cybersecurity by providing advanced tools for threat detection, analysis, and response, thus significantly enhancing the ability of organizations to safeguard their digital assets. This technology allows for the automation of routine security tasks, facilitating a more proactive approach to threat management and allowing security professionals to focus on complex challenges. The adaptability and learning capabilities of generative AI make it a valuable asset in the dynamic and ever-evolving cybersecurity landscape [1][2]. In project management, GenAI is significantly enhancing efficiency by automating routine tasks, thereby enabling project managers to focus more on strategic planning and stakeholder management. Tools powered by GenAI can intelligently assign tasks, predict potential bottlenecks, and suggest optimal workflows, making project planning more dynamic and responsive[3]. For instance, tools like Dart AI can deconstruct complex projects, create roadmaps, and help determine realistic timelines for completion, thereby streamlining project execution[3].

Dongly Tech: Revolutionizing the Technology Industry through cutting-edge technology

This report, which scrutinizes the partnerships between large cloud service providers and generative AI model developers such as OpenAI and Anthropic, raises valid questions. However, let’s take a step back and examine whether these collaborations stifle competition or showcase the AI sector’s inherent resilience and adaptability. One of the primary advantages of GenAI in Agile and SAFe practices is its ability to automate repetitive tasks, thus accelerating processes and enabling teams to focus on high-value work[3]. Automation through GenAI reduces manual effort and errors, allowing project managers and teams to dedicate more time to strategic tasks and innovation. Weekly summaries based on meeting notes generated by GenAI, for instance, ensure that team members are consistently aligned without expending additional effort on documentation[5]. Enterprises that leverage GenAI for tasks such as code generation, text generation, and visual design can significantly enhance their productivity and innovation capabilities [3].

The integration of GenAI into project management is creating new career growth opportunities for project managers. As organizations increasingly recognize the benefits of AI, there is a growing demand for project managers who are skilled in AI technologies [4]. This demand is opening up new career paths and advancement opportunities for project managers who are willing to embrace AI and continuously update their skillsets [4].

Join the community of 2M+ industry professionals

Moreover, GenAI aids in risk management by providing scenario analysis and insights generation, helping project managers to anticipate and mitigate potential risks before they impact the organization[7]. By handling time-consuming tasks, GenAI frees project managers to focus on intraorganizational influences and relationships, thus enhancing their business acumen and strategic capabilities[7]. Generative AI (GenAI) offers numerous advantages in project management, making it a transformative tool for modern practices. By automating repetitive and mundane tasks, GenAI enables project managers to focus on higher-value activities such as strategic planning and stakeholder management.

  • This technology has brought both opportunities and challenges, as it enhances the ability to detect and neutralize cyber threats while also posing risks if exploited by cybercriminals [3].
  • Service providers need to adapt to meet these challenges, and ensure their networks are equipped to handle the demands of next-generation applications and services.
  • One major issue is the potential for these systems to produce inaccurate or misleading information, a phenomenon known as hallucinations[2].

This approach often involves the use of neural networks and supervised learning techniques, which are essential for training algorithms to recognize patterns indicative of cyber threats. However, the application of neural networks also introduces challenges, such as the need for explainability and control over algorithmic decisions[14][1]. Generative AI technologies are transforming the field of cybersecurity by providing sophisticated tools for threat detection and analysis. These technologies often rely on models such as generative adversarial networks (GANs) and artificial neural networks (ANNs), which have shown considerable success in identifying and responding to cyber threats. Cisco AI Defense delivers tangible benefits to stressed SecOps teams by offering enhanced visibility, streamlined security management, and proactive threat mitigation. For example, the platform provides detailed insights into AI application usage across the enterprise to improve visibility into AI-powered apps and workflows.

Challenges and Limitations

With a focus on robust infrastructure, seamless automation, and embedded security, the industry is well-positioned to thrive in 2025 and beyond, delivering value that extends far beyond traditional connectivity. Additionally, as AI becomes embedded in more critical functions—from autonomous vehicles to intelligent supply chains—the pressure on networks to deliver uninterrupted and ultra-reliable connectivity will increase. The evolution of 5G and the early adoption of 6G technologies will play a crucial role in supporting these advancements, providing the quality of service and low latency essential for AI’s success. GenAI applications excel in proactively suggesting additional actions and providing pertinent information, which is crucial for maintaining momentum in Agile and SAFe environments. By leveraging GenAI, project managers can make more informed decisions and anticipate potential challenges, thus maintaining a steady pace of project progression and continuous improvement[4]. GenAI’s capability to customize models and integrate proprietary data enhances the flexibility of Agile and SAFe practices.

Another significant advantage is the ability of GenAI to generate high-level requirements from user input and autonomously write AI-generated code for specific functionalities. This capability is particularly beneficial in software development projects, where efficiency in code generation and optimization is crucial[8]. The use of machine learning (ML) techniques, such as regression and clustering, further enhances predictive modeling and pattern recognition, providing deeper insights into project performance metrics[8]. One of the primary benefits of GenAI is its capability to generate weekly summaries based on meeting notes, which saves time and ensures consistency in communication[5].

Meanwhile, companies are developing AI models so advanced they could predict the stock market——though some still struggle to keep the lights on during power cuts or avoid waterlogged data centers during the monsoons. The rise of no-code and low-code platforms has been one of the most transformative trends in AI for 2024. These tools have taken AI out of the hands of specialists and placed it into the toolkit of everyday professionals. With drag-and-drop interfaces, pre-built templates, and user-friendly dashboards, these platforms enable non-technical users to create AI-driven solutions without writing a single line of code. Furthermore, new entrants in the AI sector can leverage the data and knowledge generated by these partnerships to refine their offerings.

generative ai application landscape

The conference exemplifies this spirit, offering a platform where emerging players can make their mark and established entities can explore new frontiers. The Indian Banks’ Association (IBA) is gearing up for its 20th Annual Banking Technology Conference, an event that has come to symbolise the relentless evolution and modernisation of India’s financial sector. Cisco’s latest announcement of AI Defense showcases how the intersection of AI and cybersecurity requires an evolution of a company’s security strategy. By addressing the unique risks posed by AI applications and providing tools tailored to the needs of SecOps teams, Cisco has positioned itself as a contender in the new AI security realm. As companies develop new AI applications, developers need a set of AI security and safety guardrails that work for every application.

Pascal Menezes is a proven technology thought leader, sales evangelist, product manager and seasoned IP architect with decades of experience in internetworking, next-generation information systems, and communication architectures. He is focused on SD-WAN, SASE, cloud scale architectures, real-time media networks, Software Defined Networks (SDN), Network Function Virtualization (NFV) and Lifecycle Service Orchestration (LSO). These advancements have given rise to industrial copilots, which leverage real-time data to offer actionable insights, improving productivity, safety, and sustainability in complex environments. These tools democratize AI access, enabling non-technical users to build predictive models, automate workflows, and analyse complex datasets. According to Gartner, 70% of AI applications in 2024 were developed using no-code or low-code tools, up from 50% in 2023.

  • Let’s break down Cisco’s announcement, the AI-specific features of its latest offering, and the benefits it provides to security operations (SecOps) teams.
  • From the Galaxy S24’s generative edit feature that can realistically remove subjects or photo clean up with Apple Intelligence on the iPhone 16 Pro Max, these generative AI tools do an amazing job of realistically editing images.
  • As organizations increasingly recognize the benefits of AI, there is a growing demand for project managers who are skilled in AI technologies [4].
  • It’s heartening, of course, to see policymakers draft ambitious blueprints, albeit with the occasional “fine print” that makes you wonder if they consulted a data scientist or just a lawyer with a thesaurus.

Furthermore, GenAI can generate weekly summaries based on meeting notes, thus streamlining communication within the team[5]. Concerns about the quality of outputs, potential biases, and the reliability of AI-generated information necessitate vigilant oversight and validation by project managers[5]. The rapid adoption of GenAI also poses risks related to intellectual property, cybersecurity, and the potential for disillusionment as initial excitement wanes[5][6]. Despite these challenges, the benefits of GenAI in automating routine operations, enhancing communication, and optimizing workflows highlight its transformative potential.

The post generative ai application landscape 1 appeared first on premier mills.

]]> https://www.premills.com/generative-ai-application-landscape-1-2/feed/ 0