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VentureBeat

12h

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The 4 biggest AI stories from 2024 and one key prediction for 2025

2024 was a huge year for the commercialization of artificial intelligence with new firms and large models being introduced.
OpenAI released o1 and o3 large general-purpose models which provide better accuracy in coding and science tasks.
Google's Gemini series, once mocked for their image generations, came back roaring with more powerful versions that are increasingly appealing to businesses.
In 2025, AI-generated content will proliferate across business and consumer domains, enhancing personalization and driving efficiency.
Large language models and generative AI-powered robotics will revolutionize automation and human-robot interactions in commercial and consumer settings.
Salesforce unveiled Agentforce 2.0 and Google launched Project Astra, a real-time AI assistant designed to enhance user productivity.
Open-sourcing AI and expanding its offerings, SAP converted its Joule chatbot into an AI agent powered by large language models.
Firms began developing specific AI-powered bots, applications, and workflows that can work independently on specific problems.
New AI technologies such as Liquid AI's Liquid Foundation Models beyond the Transformer architecture began to surface.
2025 will see the debut of large-scale deployments of large language models and generative AI-powered robotics.

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VentureBeat

12h

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The code whisperer: How Anthropic’s Claude is changing the game for software developers

AI assistants have become indispensable tools in the global software development market, with one of the products leading this shift being the AI model, Anthropic’s Claude.
Claude's coding-related revenue has surged 1,000% over the past three months, with software development accounting for over 10% of all Claude's interactions.
Claude's ability to analyze up to 200,000 tokens of context, equivalent to about 150,000 words, has helped it generate a lot of value compared to previous models and maintain coherence throughout an entire development session.
OpenAI, Google's Gemini, and Meta's Llama 3.1 have doubled down on developer tools to compete with Claude.
Claude has led to significant productivity gains with GitLab reporting 25-50% efficiency improvements among its development teams and Sourcegraph seeing a 75% increase in code insertion rates after switching to Claude as its primary AI model.
Claude is changing who can write software as it has become more accessible to non-programmers, allowing every department to solve its own problems.
AI-coded code assistants will fundamentally change the way software is created, with Gartner predicting that by 2028, 75% of enterprise software engineers will use AI code assistants.
As AI handles routine tasks, developers are freed to focus on system architecture, code quality, and innovation.
The impact of AI on coding assistants extends far beyond individual developers, with major tech companies reporting significant benefits such as Amazon using its AI-powered software development assistant to migrate over 30,000 production applications.
However, the effects of AI coding assistants are not uniformly positive, with studies suggesting that while AI can accelerate certain development tasks, it may also introduce new challenges in code quality and maintenance.

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Medium

12h

180

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AI Engineers Future

Companies are adopting AI-driven solutions to keep up with current trends.
AI chatbots are being implemented on company websites for internal and client interaction.
The demand for AI engineers who possess skills in Data Science, AWS, and Python is high.
The future of the IT industry is focused on AI, making AI engineers essential.

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Analyticsindiamag

14h

124

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Infosys Partners With Indian National Academy of Engineering to Transform Engineering Education in India

Infosys Foundation signed a four-year MoU with INAE to enhance engineering education in India.
The collaboration aims to upskill educators and provide students with internships and mentorship opportunities.
Educators will receive in-person and virtual training to improve technical expertise and student engagement.
INAE will offer project-based internships and mentorships to students pursuing B.Tech and BE courses.

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Analyticsindiamag

16h

4.8k

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Ola Krutrim is Now Offering Free Credits to all IIT Students and Faculty

Bhavish Aggarwal’s Ola Krutrim is now offering free credits for Krutrim for students and faculties of all IITs in the country.
Ola Krutrim has announced free कृत्रिम (Krurtrim) credits for IIT students and faculty.
Ola had launched Krutrim AI Cloud, its own cloud platform for enterprises, researchers, and developers.
Ola Consumer, led by Aggarwal, is testing 10-minute food deliveries in Bengaluru using the ONDC platform.

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Medium

35m

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Robots Gain Superhuman Vision: Seeing Through Walls with Radio Waves

Radio frequency (RF) sensing or through-wall imaging technology has enabled robots to see through walls or objects.
The technology works via emitting radio waves and analysing the signals that bounce back from walls or obstacles.
By measuring the time it takes for the waves to return and their changes in frequency and amplitude, various components create a detailed 3D map of the environment, including hidden objects and structures.
It offers several advantages over traditional vision-based systems: penetration and see-through capability in challenging environments; robustness and reliability in adverse conditions; ability to generate detailed 3D maps with object recognition; capability to cover large areas with a single sensor.
The potential applications of radio wave imaging are vast and span a wide range of sectors, from security and surveillance, construction and infrastructure, manufacturing and logistics, to healthcare, archaeology and cultural heritage, and autonomous vehicles.
Several companies and research institutions are actively developing and deploying radio wave imaging technology such as Vayyar Imaging, Walabot, MIT researchers and the University of Utah.
While the technology holds immense promise, there are still some challenges to overcome such as cost, complexity, and regulation.
However, ongoing research and development efforts are focused on improving resolution and increasing range, reducing cost, and developing new applications.
As the technology continues to advance, experts predict even more exciting applications will emerge, transforming our lives in ways we can only imagine.

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Medium

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French Onion Short Rib Soup with Gruyère Toast A rich, hearty twist on classic French…

French Onion Short Rib Soup with Gruyère Toast is a rich and hearty twist on classic French onion soup, featuring seared short ribs and melted Gruyère cheese on French bread slices.
To make the soup, caramelize onions with butter, shallots, garlic, thyme, sage, and red chili flakes. Then, sear the short ribs in a separate skillet. Add chicken broth, tamari/soy sauce, bay leaves, star anise, and baby carrots to the pot with the onions. Simmer for 2 ½ to 3 hours until the short ribs are tender.
Once cooked, remove and shred the meat from the bones, then return the meat to the soup. Make Gruyère toasts by topping French bread slices with shredded Gruyère cheese and baking until melted and bubbly. Ladle the soup into bowls, top each serving with a Gruyère toast, and garnish with fresh thyme or parsley if desired.
This recipe can be made ahead and tastes even better the next day. For extra richness, you can add balsamic vinegar or Worcestershire sauce. Serve the soup with a simple green salad or roasted vegetables for a complete meal.

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Medium

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Cyberfraud and it's effects on our society ‍

Cybercrime is a major global issue with a significant impact on individuals and businesses.
Reports from organizations such as Interpol and cybersecurity firms highlight countries that are often flagged for their role in originating internet fraud schemes.
The USA has a vast internet user base, making it a prime target for fraudsters who operate globally.
China is known for its fraudulent schemes that include fake investment platforms, counterfeit goods, and hacking, which often affect both domestic and international targets.
India is facing an increase in cybercrime, particularly in online banking and mobile payments, with financial fraud and online scams targeting both domestic and international victims being common.
Brazil faces a high rate of online fraud, especially through credit card fraud, identity theft, and phishing, as its growing internet penetration leads to an increase in cybercrime, particularly targeting users in e-commerce and financial transactions.
Nigeria is infamous for its online fraud schemes that target people worldwide, particularly through fake business deals, romantic scams, and phishing attacks.
The UK has a well-developed online infrastructure, but it is also a hotspot for cybercrime, as many online scams, especially investment fraud and phishing, originate from the country.
South Korea is one of the most internet-connected countries, which makes it a target for cybercriminals who often engage in phishing and identity theft schemes, particularly from neighboring countries.
Germany is a major target for cybercriminals involved in online fraud schemes, particularly involving banking, credit cards, and e-commerce, and reports from organizations like Europol and Interpol highlight significant amounts of online fraud originating from or affecting Germany.

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Medium

341

What You Should Know About Getting Into Data Science

To get into data science, it is important to have a strong foundation in mathematics and statistics, as well as programming knowledge.
Data engineering skills, including knowledge of databases and technologies like Apache Spark or Hadoop, are crucial for managing and processing large amounts of data.
Data science plays a significant role in the creation of artificial intelligence systems, utilizing machine learning and deep learning for advanced technology applications.
In addition to technical skills, communication, critical thinking, and data visualization abilities are important for a data scientist.

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Medium

342

Jimmy Barnes Jimmy Barnes is a talented satisfying successful artist, that left school at the age…

Jimmy Barnes, born James Dixon Barnes, is a renowned rock artist from Glasgow, Scotland.
He immigrated to Australia as a child and became one of the biggest faces in the music industry.
Barnes gained fame as the vocalist of Cold Chisel, a powerful rock group known for hits like 'Khe Sanh' and 'Flame Trees.'
In 1983, he embarked on a successful solo career, releasing albums like 'Bodyswerve' and 'For the Working Class Man,' showcasing his powerful voice and intense singing.

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Medium

113

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There’s No Such Thing As A Bad Personality — Just Bad Management

When you transition from engineer to engineering manager (EM), you shift from dealing with technical tasks to working with people. Diversity is an important consideration for your team and results. However, the most important diversity is the mix of personalities you’ll be working with. Everyone has a different personality and approach to work. The problem is when someone doesn’t understand this and fails to manage the different personalities on their team appropriately. You have to take personality into account when working with your team, especially when giving critical feedback. Everyone has different connection needs based on their personality. You need to accept personality traits as part of the people you’re working with and not take it personally. Managing different kinds of people well takes time.
As an EM, you’ll not only oversee technical tasks, but you'll also need to manage your team. This means being aware of their personalities and how they impact team dynamics. This means speaking to each side in a “language” they’ll understand. Failing to make personality management a priority means spending even more time, energy, and resources hiring and training replacements. Knowing how people’s personalities work will help you build better and healthier relationships with them. It also helps you resist the tendency to approach your team with a one-size-fits-all approach.

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Medium

11h

258

Session Tracking And URL Rewriting

Session tracking is a mechanism used to allocate requests to a session.
URL rewriting and cookies are commonly used for session tracking.
URL rewriting transmits session-relevant data through parameters in a URL.
URL rewriting can become messy and error-prone, especially for complex web applications.

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Medium

11h

309

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The Art and Science of Prompt Engineering: Why It Matters

Prompt engineering is becoming essential in leveraging generative AI models like GPT.
It involves crafting inputs (prompts) to guide models effectively.
Well-structured prompts enhance accuracy and relevance of model outputs.
Incorporating prompt engineering reduces the trial-and-error process in workflows.

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Medium

14h

Image Credit: Medium

A Merry Medium Christmas

The holiday season is approaching, and emotions are varied amongst people.
While some are excited, others are indifferent or disinterested.
Many people are planning to spend time with family, highlighting the significance of familial bonds.
There are concerns about performance and not meeting certain standards, causing some to question their effectiveness.

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Unite

15h

215

Image Credit: Unite

How AI is Making Sign Language Recognition More Precise Than Ever

A team at Florida Atlantic University has used artificial intelligence and a new approach to improve Sign Language recognition's accuracy. Their technology can now recognize American Sign Language (ASL) alphabet gestures with precision. The researchers have carefully integrated transfer learning, meticulous data creation, and precise tuning for the system's remarkable performance. MediaPipe and YOLOv8, when put together, provide a 98% accuracy rate and 99% F1 score. The next step is to teach this system wider-ranging hand shapes and gestures and ensure it works in any environment while being fast for practical and real-time uses.
Previous sign language recognition technology has struggled with Accuracy because of the complex languages and unique grammar and syntax of each sign language worldwide. Understanding each element of sign language, which includes facial expressions and body language, is more challenging than just hand movements. The Florida Atlantic University's College of Engineerging and Computer Science focused on recognizing ASL alphabet gestures with clarity using 21 keys precisely marked on the hands in the dataset of 29,820 static images.
MediaPipe is an expert hand watcher capable of tracking finger movements and hand positions accurately. This ability to provide accurate hand landmark tracking makes it an exceptional option for sign language interpreters to detect hand gestures' precise coordinates. The YOLOv8 is an advanced object detection technology that understands what these gestures represent after interpreting the tracked points of each sign and predicting the probability of a hand gesture being present within each image.
The system understands each person's hand gestures, detecting and classifying American Sign Language gestures with 98% precision. This technology works flawlessly in different and elaborate lighting, different hand positions, and different people's signs, making it quite versatile and futuristic. The researchers are working to cover all the aspects previously missed and teach the system even more hand shapes and gestures, making it smoother, quicker, and reliable for all types of people just like their real hands.
The success of this project will open up exciting possibilities to enhance communication and understanding among people, regardless of any language barriers. This technology can be used to create tools that would improve communication for the deaf and hard-of-hearing community. The researchers are hoping to work on the speed and reliability of communication between hearing-impaired and normal people and how to integrate this technology seamlessly into everyday life.
The translation of sign languages can be highly complex because each sign represents a unique concept. Different grammars and syntaxes unique to each language worldwide make building accurate sign language translations difficult. Being able to break these communication barriers through this technology is essential for people to connect on different aspects of life.
Such progress in communication technology represents a step closer to real-world applications in either healthcare or education, where instant language translation could make life easier for both deaf and hearing communities. The cumulative efforts of engineers and Computer Scientists to improve communication demonstrate the versatility of programming and AI in technology's continued growth and development.

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