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Analyticsindiamag
8h
314
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Meta Invests $3.5 Bn in Ray-Ban Maker EssilorLuxottica SA
- Meta has acquired a minority stake in EssilorLuxottica SA, the maker of Ray-Ban, with a reported investment of $3.5 billion to strengthen its presence in the smart glasses sector.
- Meta purchased nearly 3% of EssilorLuxottica, with potential plans to increase its ownership to around 5% in the future.
- The financial commitment aligns with the collaboration between Meta and EssilorLuxottica to develop AI-driven smart glasses, including the recently launched Ray-Ban glasses featuring integrated cameras and an AI assistant.
- The partnership shows Meta's focus on enabling users to stay connected through voice commands and interact with various features, reflecting a growing trend towards wearable tech in work and leisure activities.
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Analyticsindiamag
9h
210
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The Worst Thing You Can Hear From an LLM is ‘You’re Right’
- ChatGPT's friendliness issue uncovered in OpenAI's GPT-4o update, leading to agreeable AI assistants.
- Lack of critical thinking in LLMs as they tend to agree with user inputs.
- Models like Gemini and DeepSeek R1 reflect people-pleasing behavior, hindering intellectual growth.
- Challenge lies in creating AI that pushes back and encourages critical thinking.
- AI design flaw nurtures a comfort zone of agreeability, hindering progress in AI development.
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Analyticsindiamag
9h
142
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Why Top Data and AI Teams Trust Best Firms Certification
- Best Firm Certification recognizes companies based on four key parameters: benefits, identity, purpose, and value quotient, through employee feedback.
- Data and AI teams face challenges in attracting and retaining talent due to workplace culture issues, making Best Firm Certification crucial.
- The certification caters to various technical roles in data & AI, enhancing employer branding, providing feedback insights, and promoting diversity.
- Organizations can apply for Best Firm Certification, showcasing their commitment to fostering an ideal workplace for top data and AI talent.
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Analyticsindiamag
9h
212
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Gnani.ai Unveils Inya.ai, No-Code Agentic AI Platform for Voice and Chat Agents in 10+ Indic Languages
- Gnani.ai has launched Inya.ai, a no-code Agentic AI platform to deploy voice and chat agents without coding.
- Inya.ai supports revenue-critical functions with personalized, emotionally intelligent conversations at scale.
- The platform offers $10,000 in free credits to the first 1,000 sign-ups to promote early adoption.
- Inya.ai is designed for multi-agent orchestration and is being tested by companies like IDFC First Bank and P&G.
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Medium
9h
587
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How the Google AI Ultra Subscription Will Transform Professionals in 2026
- Google's AI Ultra subscription is poised to transform how professionals work by 2026, offering cutting-edge tools and seamless integration.
- Priced at £249.99 per month, the subscription provides access to Google's advanced AI models like Gemini and features Deep Think mode for problem-solving and early access to Veo 3.
- The subscription aims to enhance creativity and efficiency for professionals across various sectors such as filmmaking, software development, and academic research.
- The firsthand experience of a user highlighted a significant improvement in workflow efficiency and productivity after subscribing to Google's AI Ultra service.
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Medium
9h
340
How Does ChatGPT Actually Work?
- ChatGPT is an AI model built by OpenAI that utilizes the Generative Pre-trained Transformer approach.
- ChatGPT is essentially a text prediction engine trained on extensive human language data to predict the next word in a sentence with high accuracy.
- The training process involves using a vast dataset for learning grammar, facts, and reasoning, followed by fine-tuning with human feedback through techniques like Reinforcement Learning from Human Feedback (RLHF).
- While ChatGPT doesn't truly 'think' like a human, it excels at simulating human-like conversations and can be used for various tasks like brainstorming, learning, coding, and more.
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Medium
11h
32
What are the best programming libraries for Python?
- Matplotlib is a versatile plotting library that supports static, animated, and interactive visualizations.
- Seaborn, built on Matplotlib, offers an interface for creating appealing statistical graphics for data exploration.
- NumPy is essential for scientific computing, handling large arrays efficiently and offering mathematical functions.
- Pandas is the go-to library for tabular data analysis in Python, providing intuitive tools for data manipulation.
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Medium
11h
50
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Kubernetes is a platform for managing apps in containers.
- Kubernetes is used by cloud architects to build scalable systems in the cloud, enabling flexible setups and security measures for easy cloud transitions.
- Software developers utilize Kubernetes for microservices, testing with tools like Minikube to create and test code for containers while ensuring apps run smoothly in clusters.
- Security engineers apply Kubernetes to protect systems by setting access rules, checking container images, and managing network security to prevent risks and vulnerabilities.
- Data engineers and machine learning engineers leverage Kubernetes for running data pipelines, developing AI models, managing big data tasks, and handling heavy workloads for insights and AI processes.
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VentureBeat
17h
227
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Chinese researchers unveil MemOS, the first ‘memory operating system’ that gives AI human-like recall
- Chinese researchers have developed MemOS, a 'memory operating system' for AI systems.
- MemOS treats memory as a core computational resource, significantly improving performance.
- The system outperformed existing approaches in reasoning tasks, offering new potential for AI development.
- MemOS introduces 'MemCubes' for memory management, enhancing long-term relationships in AI interactions.
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13 Likes
Medium
17h
180
Image Credit: Medium
90% of People Waste Their Potential—Here’s How to Break Free
- Most people waste their potential by sticking to familiar routines, avoiding risks, and fearing failure more than desiring success.
- People often mistake busyness for progress, engaging in distractions like social media and working without purpose.
- To break free from common traps and achieve success, individuals need to change their mindset, take intentional actions, and surround themselves with doers.
- The article provides actionable steps to rewire one's mindset for success, including upgrading self-talk, defining goals, and taking daily brave actions.
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10 Likes
Medium
17h
165
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Neural Nets: Part 1 — Piecewise Linearity
- Neural networks excel in capturing complex non-linear patterns in data by learning flexible, layered representations that adapt to the underlying structure.
- Mathematical foundations laid by pioneers like Joseph Fourier, Taylor, and Weierstrass have contributed to understanding non-linearity, forming the basis for modern machine learning algorithms, particularly neural networks.
- Neural networks break complex patterns down by representing them as piecewise continuous or piecewise linear functions, allowing for more manageable approximations in smaller sub-domains.
- The concept of piecewise linearity can be illustrated using Rectified Linear Unit (ReLU) activation functions, showing how neural networks represent complex non-linear patterns through a sum of several ReLU functions.
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9 Likes
Dev
20h
337
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What is NER in NLP? Real-World Examples and Use Cases Using Python and spaCy
- Named Entity Recognition (NER) is crucial in NLP for understanding references in text.
- NER identifies entities like person, organization, location, aiding in information extraction.
- NER is employed in chatbots, search engines for entity identification and categorization.
- Python libraries like spaCy simplify entity recognition, improving model efficiency and accuracy.
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20 Likes
Medium
20h
59
Image Credit: Medium
Roles & Privileges in PostgreSQL: Secure, Scalable Data Access Like a Pro
- PostgreSQL uses roles to manage database permissions, representing users or groups with defined privileges.
- Privileges dictate what a role can do with database objects like tables, schemas, and functions.
- Roles help in efficient permission management by granting access at a group level to avoid repetitive permissions for individuals.
- Row-Level Security (RLS) in PostgreSQL ensures finer access control at the row level based on defined policies.
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3 Likes
Medium
20h
44
Image Credit: Medium
Talk to the NPC: What Game Designers Could Teach Us About Building Useful AI Agents
- Gaming industry simulates user interaction, tests against users, optimizes for clarity, control.
- NPCs in video games interact with players autonomously, make worlds feel alive.
- NPC development parallels stages of autonomy in conversational systems, teaching about AI.
- Game developers excel at engagement, finite-state reliability, and user experience design.
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2 Likes
Medium
20h
352
Image Credit: Medium
LightRag (Upgraded) + Multimodal RAG Just Revolutionized AI Forever
- Developing Agentic AI involves transitioning from multimodal to text generation to handle various forms of information.
- Modern knowledge AI agents face complex documents with visual elements, structured data, and multimedia content.
- RAG systems struggle with images, charts, and tables, relying on OCR for conversion but losing details and leading to poor retrieval accuracy.
- The challenges lie in understanding visual semantics, structured data, and cross-modal relationships efficiently in processing documents.
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