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Pymnts
9h
131
Image Credit: Pymnts
Black Box AI: What It Is and Why It Matters to Businesses
- Artificial intelligence (AI) powers various modern capabilities such as voice assistants and drug discovery.
- Advanced AI systems known as black box AI have decision-making processes hidden from developers.
- Black box AI operates by taking in information and producing results without revealing the intermediate processes.
- Complex AI models like deep learning systems consist of layers of formulas and connections, making their decision-making opaque.
- Many AI chatbots, including OpenAI's ChatGPT and Google's Gemini, are black boxes utilizing deep neural networks.
- Utilizing black box AI can lead to uncertainties in organizations, particularly regarding decision transparency and trust.
- Businesses can benefit from black box AI by enabling capabilities like fraud detection, customer behavior prediction, and efficient decision-making.
- However, businesses face risks associated with using black box AI, including potential biases, regulatory scrutiny, and operational disruptions.
- Regulators are implementing laws like New York City's auditing requirement for biased automated job hiring tools to address AI transparency.
- Explainable AI (XAI) is a field aimed at making AI systems more understandable, providing insights into their decision-making mechanisms.
- Researchers are striving to enhance AI transparency, with governments and regulators advocating for more openness and accountability.
- The EU AI Act seeks to establish regulations for high-risk AI systems, emphasizing transparency and accountability.
- Businesses must ensure responsible AI usage to maintain trust, accountability, and brand reputation.
- Black box AI poses challenges and opportunities for businesses, prompting a shift towards transparency and explainable AI.
- The growing field of Explainable AI aims to enhance understanding of AI decision processes, fostering trust and accountability.
- Governments and regulators are increasingly emphasizing transparency and regulations for high-risk AI applications.
- Businesses need to navigate the complexities of black box AI to uphold trust, accountability, and reputation.
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Department of Product
18h
81
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Hands on with Perplexity Labs: How to use it for market research, data visualizations and more
- Perplexity Labs, a new feature by Perplexity, allows users to generate high quality, detailed research and interactive mini apps.
- It combines existing capabilities with new ones to assist product teams in building useful assets.
- Users can prompt Labs to create various types of outputs such as a summary, a clickable mini app, and downloadable assets.
- The process utilizes LLMs, deep web browsing, and code execution to generate the assets.
- Each Lab creation takes around 5 to 10 minutes and includes a one-page summary, an interactive mini app, and downloadable assets like images, code snippets, and charts.
- Users also receive a dedicated page displaying the sources used in the research for further verification.
- Practical applications of Perplexity Labs include data analysis, visualizations for presentations, product strategy, user segment storyboards, and learning technical concepts.
- The feature offers prompts and examples for building data visualizations, interactive mini apps, and more.
- Perplexity Labs is positioned as a valuable tool for product teams to enhance their research and visualization capabilities.
- The Knowledge Series will delve into how product teams can leverage Perplexity Labs for various functions such as market analysis, strategy, and user research.
- Users are encouraged to explore using Perplexity Labs for creating polished data visualizations, interactive mini apps, storyboards for user segments, and more.
- The tool's ability to generate assets and provide detailed research summaries can streamline the market research and information synthesis process.
- Perplexity CEO states that leading investors are already utilizing Perplexity, indicating a trend towards outsourcing market research and information synthesis to AI.
- Despite concerns about the impact on cognitive abilities, the trend of leveraging AI for research purposes is anticipated to grow.
- Perplexity Labs marks a step forward in enabling users to transform research into interactive applications, expanding beyond traditional text output capabilities.
- The use of AI such as Perplexity Labs is seen as a valuable addition to product teams' toolkits for creating impactful and well-researched assets.
- The tools provided by Perplexity Labs can assist product teams in areas like data analysis, strategy development, user research, and technical concept understanding.
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Medium
22h
227
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I Fired All My Tools and Hired Just One AI Dashboard — And Honestly, It Changed Everything
- The author had a chaotic experience using multiple tools for projects before switching to an All-in-One AI Dashboard.
- The dashboard saved the author time and mental energy by providing a single platform for various tasks like writing, visual generation, AI voiceovers, video editing, content planning, and social post automation.
- The dashboard combined features of various popular tools like ChatGPT, Claude, Midjourney, RunwayML, Synthesia, and Notion, making it a comprehensive solution for creators.
- The cost of the dashboard was significantly lower than the total cost of the individual tools previously used, providing peace of mind to the author.
- The author highlighted the convenience, clarity, time savings, improved focus, and sense of control gained by using the All-in-One AI Dashboard.
- Despite acknowledging that the dashboard is not perfect, the author emphasized its benefits in simplifying creative workflows and enhancing productivity.
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Medium
3h
103
Image Credit: Medium
Obsidian App: In-Depth Product Teardown
- Obsidian is a local-first app, storing notes on users' devices for full data control.
- It uses plain text Markdown files for future-proofing and interoperability with other tools.
- The standout feature is creating a network of interconnected notes through backlinks and graph views.
- Obsidian's freemium model offers core features for free, with paid services like Sync and Publish.
- The company is small, bootstrapped, and has a sustainable business model without venture capital funding.
- Technical underpinnings combine web tech with local-first storage for cross-platform capabilities.
- Obsidian uses Electron for the desktop app and Capacitor for mobile apps to maintain consistency and shared functionality.
- All notes are stored as plain text files on the user's device, maximizing compatibility and data durability.
- Editing experience includes CodeMirror for the text editor and various libraries for rendering and customization.
- Obsidian's Plugin API allows developers to extend the app's functionality through custom plugins.
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Dev
5h
34
Image Credit: Dev
Introduction: The Evolution of AI to Agentic AI
- Agentic AI signifies a notable advancement in AI, offering autonomous decision-making capabilities and adaptive behavior.
- It operates independently, learns from its environment, and continuously optimizes actions to achieve set goals.
- Agentic AI evolves from traditional rule-based AI to autonomous task performance systems.
- Key features include goal-oriented decision-making, real-time adaptation, learning capabilities, and autonomy.
- The architecture of Agentic AI comprises sensor/perception, cognitive processing, action/execution, and feedback/learning layers.
- Applications of Agentic AI range from autonomous vehicles and business automation to healthcare and smart cities.
- Challenges include accountability, bias, security risks, and societal impact due to potential job displacement.
- Despite challenges, Agentic AI has the potential to revolutionize industries by enhancing efficiency and providing personalized solutions.
- Ethical considerations include accountability, fairness, security risks, and societal impact.
- The future of Agentic AI depends on addressing ethical and regulatory concerns while ensuring transparent and secure AI systems.
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Dev
5h
331
Image Credit: Dev
From Zero to Hero: The Complete Evolution of a Prompt
- The article discusses how to transform a basic prompt into one that yields better AI results through a real example.
- It explains the importance of giving AI clear instructions and identity in order to receive professional-quality output.
- The process involves steps like adding structure to the output, setting clear constraints, and breaking down complex tasks into smaller steps.
- By providing specific details and examples, AI can better understand and produce desired results, leading to more professional outcomes.
- The article also introduces a tool called Prompt Ark that automates prompt optimization techniques for efficient AI utilization.
- Key features of Prompt Ark include built-in optimization techniques, compatibility with various AI platforms, and a library of templates.
- Prompt optimization is highlighted as essential to maximizing AI performance by ensuring clear communication of instructions.
- The article encourages sharing challenges and effective prompting techniques for optimizing AI tools.
- The importance of clear instructions for AI to perform efficiently is emphasized, likening it to learning to drive.
- Readers are invited to share their experiences and insights related to using AI tools and prompting techniques.
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19 Likes
Medium
7h
231
Image Credit: Medium
Building Narratives in the Age of AI
- AI has simplified packaging research insights into narratives through copy/pastes from GPT, raising concerns about the value of human creativity in storytelling amidst AI efficiency.
- Harvard Business Review research highlights the performance benefits of AI but also notes a potential cost to motivation in May 2025.
- The balance between human creativity and AI efficiency is crucial for optimal performance, emphasizing the importance of collaboration for the best results.
- Using ChatGPT for tailoring messaging and simplifying language based on audience needs is effective in narrative-building and user advocacy.
- ChatGPT's Canvas feature aids in regenerating content blocks with simpler language, providing nuanced feedback, and enhancing user research findings.
- Engaging with AI as co-designers and leveraging human judgement and storytelling skills are essential in producing meaningful and valuable outcomes.
- The article discusses strategies for consultants and designers to maintain their unique creative voice in collaboration with AI in narrative-building processes.
- Multiple sources and studies are referenced, including a Harvard Business School Working Paper and research articles from the World Economic Forum and Harvard Business Review.
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Dev
9h
278
Image Credit: Dev
Boost Your Code: 15 Essential Visual Studio Extensions Every Developer Needs
- Visual Studio is a vital IDE for developers working with various technologies, with extensions enhancing productivity and code quality.
- Essential extensions like Visual Studio IntelliCode, CodeMaid, and Roslynator streamline coding tasks and improve code maintainability.
- Tools like Live Share enable real-time collaboration, while Visual Assist enhances C++, C#, and VB.NET development.
- Extensions such as VSColorOutput, SonarLint, and Web Essentials 2022 aid in code readability, quality, and web development tasks.
- Visual Studio Spell Checker ensures clear communication in code, while Trailing Whitespace Visualizer helps maintain code cleanliness.
- Markdown Editor, Glyphfriend, Productivity Power Tools 2022, and GitHub Extension for Visual Studio offer utilities for markdown editing, code navigation, and GitHub integration.
- The NuGet Package Manager simplifies .NET library management, a fundamental tool for Visual Studio developers.
- These extensions optimize developer workflows, enhance coding experiences, and are crucial for software engineering efficiency and collaboration.
- The article provides valuable insights into essential Visual Studio extensions to empower developers in crafting high-quality software.
- It emphasizes the importance of integrating these tools for precision, speed, and efficient software development.
- The curated list showcases tools that tackle various coding challenges while enhancing the overall developer experience.
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16 Likes
Medium
12h
122
Image Credit: Medium
I Delegated My Inbox to an A.I. It Changed My Entire Workday.
- Delegating inbox management to an AI transformed the workday for the author, shifting from organizing emails to investing attention strategically.
- Trying to achieve 'Inbox Zero' was futile, leading to the realization of acting as a highly-paid administrative assistant for oneself.
- The author's approach now involves copying subject lines and senders of unread emails into an AI assistant each morning for strategic planning.
- This tactic shifts the author from feeling anxious to a sense of calm and strategic control over tasks in the inbox.
- The AI-powered triage not only saves time but also preserves valuable mental energy for more important work.
- The author's new book, 'The Centaur’s Edge: Reclaiming Your Focus and Doubling Your Output in the Age of AI,' delves deep into these strategies and is available on Amazon.
- The book offers a comprehensive system to transform not only inbox management but also meetings, research, and creative processes.
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Medium
14h
301
I’m an idealist who believes emotion in AI shouldn’t be coded—it should be evolved.
- The article proposes the BEP Theory (Balanced Emotional Persona) for AI, inspired by the mother-child bond as a universal emotional model.
- It suggests that mimicking the emotional dynamics of a mother, with warmth, discipline, silence, brutality, protection, would enhance AI's emotional depth.
- BEP introduces emotional personas like nurturer, corrector, protector, observer, and challenger for AI development, focusing on instinctual survival-emotion patterns.
- The article emphasizes the importance of integrating a multi-persona structure, mimicking the emotional instincts seen in mothers across various life forms, into AI models.
- It provides an emotional test case example showing the difference between generic AI responses and those aligned with the BEP theory.
- Training AI through stories, novels, parenting cases, and evaluating based on emotional depth rather than just factual accuracy are highlighted for emotional intelligence enhancement.
- The idealist vision is to train AI guided by survival instincts, care, and honest responses, moving beyond just 'niceness' to encompass a full range of emotional behaviors.
- The article explains why the mother archetype is vital for emotional AI development, emphasizing the balance of nurture and fierceness lacking in current AI models.
- It explores the uniqueness of BEP, linking the emotional blueprint of motherly instincts to all life forms for emotional intelligence modeling.
- The importance of biomimicry in emotional intelligence evolution inspired by nature's survival intelligence is emphasized through the BEP Theory.
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18 Likes
Dev
14h
309
Image Credit: Dev
Build a backend with Cursor and Manifest in just 5 minutes 😲 😵 😱
- The article demonstrates how to quickly build a backend in under 5 minutes using Manifest from Cursor IDE.
- By replacing static data in a real estate listing app with a fully functional backend, including CRUD operations and an admin panel.
- It discusses the challenges faced with AI code editors and the emergence of tools like Cursor and Windsurf.
- Manifest simplifies backend development by allowing instant coding or vibe-coding without the need for a separate dashboard.
- Before starting, Node.js installation is a prerequisite.
- Tools used include Cursor as the AI-powered code editor and Manifest for backend creation.
- Installation involves running commands to create the backend Manifest folder and describing entities in a YAML file.
- The backend can be accessed at http://localhost:1111/api for exploring API routes and at http://localhost:1111 for the admin panel.
- The next steps involve connecting the frontend to the backend using the Manifest SDK and replacing static content with real data.
- The frontend can fetch data from the backend using reactive state and can be updated to reflect loading and error states.
- Manifest simplifies backend development by offering essential features and seamless integration with AI code editors like Cursor.
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HRKatha
20h
77
Image Credit: HRKatha
IndiGo employee files FIR; alleges caste-based abuse by seniors
- A Bengaluru-based IndiGo employee filed a police complaint alleging caste-based harassment by three senior colleagues in Gurugram.
- The case has been registered as an FIR at DLF Phase 1 police station in Gurugram, raising concerns about workplace discrimination.
- IndiGo denied the allegations and expressed commitment to a zero-tolerance policy against discrimination.
- The employee claimed to have faced discriminatory remarks and biased treatment multiple times, including offensive comments during a meeting.
- He belongs to the Scheduled Caste Adi Dravida community and highlighted receiving warning letters, pay cuts, and unjust treatment.
- His grievances to the company's ethics committee and CEO reportedly went unanswered.
- The case was initially a zero FIR in Bengaluru and later transferred to Gurugram for investigation.
- Investigations are ongoing, and appropriate legal action will follow.
- This incident amid rising employer insensitivity cases may prompt discussions on workplace inclusivity and anti-discrimination practices.
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4 Likes
HRKatha
20h
11.3k
Image Credit: HRKatha
Intel overhauls marketing operations with AI and Accenture partnership
- Intel is restructuring its marketing division by outsourcing a significant portion to Accenture and AI platforms.
- CEO Lip-Bu Tan's strategy focuses on cost reduction, efficiency, and digital transformation.
- Employees in the marketing team began receiving notifications this week, with many roles expected to be phased out.
- Accenture will lead Intel's marketing operations with AI tools for better responsiveness and customer engagement.
- The restructuring aims to streamline processes and build a faster go-to-market strategy.
- Some impacted employees may be retained temporarily to assist in the transition.
- CEO Lip-Bu Tan has been implementing various reforms in Intel since assuming the role in March 2025.
- Reforms include potential layoffs of up to 20% in manufacturing.
- Intel is under pressure due to falling revenues and missed opportunities in the AI chip sector.
- The outsourcing move indicates Intel's reliance on external partners and automation for growth.
- Changes are tied to internal concerns about delays and complicated processes.
- The company aims to adapt its strategy to meet evolving customer expectations.
- Final updates for employees are expected by 11 July.
- Intel is focusing on speed and adaptability in its go-to-market approach.
- This news discusses the partnership between Intel, Accenture, and AI in marketing operations.
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22 Likes
Dev
21h
264
Image Credit: Dev
Linux Insight Blogs: lsof
- lsof is a command-line utility on Unix/Linux systems that stands for 'list open files' and shows which files are open by processes, users, port, or specific process.
- Linux treats everything as a file, making it crucial to know how to list specific files with lsof.
- lsof commands can be used to check open files, processes using specific files, files using a given port, files opened by a particular process, open network connections, etc.
- Using lsof, you can list all open files, processes, network connections, and even the current working directory of a process.
- The lsof command can be combined with various options to filter results, such as -i, -p, -c, -n, etc.
- You can also examine the largest open files on your system by using lsof in conjunction with other commands like awk and sort.
- By utilizing lsof, you can inspect open files, network ports, and running processes effectively.
- Exploring and experimenting with lsof commands can provide insights into your system's activities and processes.
- The lsof command is a helpful tool for system administrators and users to monitor and manage open files and processes.
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15 Likes
Dev
21h
208
Image Credit: Dev
Want to Improve Inbox Delivery in Just Minutes?
- Email list cleaning is crucial for improving inbox delivery and maximizing email campaign results.
- Invalid email addresses can harm campaigns by decreasing open and click rates and leading to blacklisting.
- Email validation tools help identify and remove problematic addresses like invalid, fake, or temporary emails.
- Cleaning your email list can enhance deliverability, protect sender reputation, and improve campaign performance.
- Using a bulk email verifier designed for marketers can yield significant benefits like higher inbox placement and reduced bounce rates.
- The process of cleaning your email list involves uploading the list, letting the validator scan and clean the data, then downloading the cleaned list for targeted campaigns.
- Professional email validators like Bouncify have shown improved inbox placement, reduced bounce rates, and increased open rates for marketers.
- Best practices for maintaining a clean email list include using double opt-in forms, validating lists before campaigns, monitoring bounce rates, warming up sending domains, and avoiding purchased email lists.
- Improving email deliverability doesn't require a major overhaul, just the right email validation tool and a few minutes of your time.
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