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Artificial Intelligence Development from 1960 to 1965: SummaryIntroductionThe period from 1960 to 1965 was an important ...
12/07/2026

Artificial Intelligence Development from 1960 to 1965: Summary

Introduction

The period from 1960 to 1965 was an important stage in the history of artificial intelligence. During this time, AI developed from a theoretical concept into a proper field of scientific research. Researchers started working on computer systems that could solve problems, learn from experience, and support human decision-making.

AI Programming and Human-Computer Interaction

John McCarthy introduced the LISP programming language in 1960, which became a key tool for AI research because of its ability to handle symbols and logical expressions. J. C. R. Licklider presented the idea of human-computer cooperation, which influenced the future development of interactive computing.

Machine Learning and Problem Solving

Early machine learning research led to the development of systems such as ADALINE and the Perceptron, which helped computers recognize patterns and improve performance. Newell and Simon developed the General Problem Solver, showing that computers could solve problems through logical and step-by-step methods.

Natural Language Processing

Researchers also explored ways for computers to understand human language. Programs such as STUDENT and SIR demonstrated early attempts at language understanding and information retrieval, forming the foundation of modern natural language processing.

Knowledge Representation and Expert Systems

In 1965, Robinson introduced the Resolution Principle to improve automated reasoning, while Lotfi Zadeh developed Fuzzy Set Theory to help computers handle uncertain information. The DENDRAL project showed that computers could use expert knowledge to solve specialized scientific problems.

Conclusion

The period from 1960 to 1965 laid the foundation for modern artificial intelligence. The progress made in programming, machine learning, language processing, reasoning, and expert systems continues to influence the development of AI technologies today.

References

McCarthy, 1960
Licklider, 1960
Newell and Simon, 1961
Rosenblatt, 1962
Bobrow, 1964
Raphael, 1964
Robinson, 1965
Zadeh, 1965
Feigenbaum and Lederberg, 1965

The Logitech MX Keys S is a wireless keyboard that continues Logitech's MX Keys lineup. Like the previous generation Log...
11/07/2026

The Logitech MX Keys S is a wireless keyboard that continues Logitech's MX Keys lineup. Like the previous generation Logitech MX Keys, this keyboard has a low-profile design, and the keycaps have a spherical dish-shape profile that can help keep your fingers centered and reduce accidental keystrokes. It also features the same full white backlighting as its predecessor that can automatically illuminate when your hands are near but introduces a new feature that adjusts the backlighting by default according to the lighting conditions around you. Other changes include a different set of shortcuts on the function row that now includes an emoji key. Logitech has also added new software functionality for controlling the keyboard's backlighting and creating macros.

Unlike its predecessor, which connects wirelessly via Bluetooth or with the Logitech Unifying receiver, this keyboard connects wirelessly via Bluetooth or with the Logi BOLT receiver. For more details, see the Wireless Versatility test below.

Say hello to MacBook NeoApple’s all-new MacBook features a durable aluminum design, a stunning 13-inch Liquid Retina dis...
10/07/2026

Say hello to MacBook Neo
Apple’s all-new MacBook features a durable aluminum design, a stunning 13-inch Liquid Retina display, the power of Apple silicon, and all-day battery life Apple today announced the new MacBook Air with M5, bringing exceptional performance and expanded AI capabilities to the world’s most popular laptop. M5 features a faster CPU and next-generation GPU with a Neural Accelerator in each core, enabling MacBook Air to power through a variety of workflows, from creative projects to complex AI tasks. MacBook Air now comes standard with double the starting storage at 512GB with faster SSD technology, and is configurable up to 4TB, so customers can keep their most important work on hand. Apple’s N1 wireless chip delivers Wi-Fi 7 and Bluetooth 6 for seamless connectivity on the go. MacBook Air features a beautifully thin, light, and durable aluminum design, stunning Liquid Retina display, 12MP Center Stage camera, up to 18 hours of battery life, an immersive sound system with Spatial Audio, and two Thunderbolt 4 ports with support for up to two external displays. Combined with the power of macOS Tahoe and Apple Intelligence, MacBook Air delivers unmatched value for college students and creative professionals, and it’s the most popular laptop for business users. Available in 13- and 15-inch models in sky blue, midnight, starlight, and silver, the new MacBook Air with M5 is available for pre-order starting tomorrow, March 4, with availability beginning Wednesday, March 11.

Agentic AI, explainedWhat you’ll learn:What agentic AI is and how it differs from traditional generative AI tools like c...
09/07/2026

Agentic AI, explainedWhat you’ll learn:

What agentic AI is and how it differs from traditional generative AI tools like chatbots.
How organizations are already using AI agents to automate complex, multistep workflows.
What leaders should consider when implementing agentic AI, including infrastructure, security, and human oversight.
Rewind a few years, and large language models and generative artificial intelligence were barely on the public radar, let alone a catalyst for changing how we work and perform everyday tasks.

Today, attention has shifted to the next evolution of generative AI: AI agents or agentic AI, a new breed of AI systems that are semi- or fully autonomous and thus able to perceive, reason, and act on their own. Different from the now familiar chatbots that field questions and solve problems, this emerging class of AI integrates with other software systems to complete tasks independently or with minimal human supervision.

“The agentic AI age is already here. We have agents deployed at scale in the economy to perform all kinds of tasks,” said Sinan Aral, a professor of management, IT, and marketing at MIT Sloan.

The 2026 Audio Awards: The 40 Best Headphones, Speakers, Turntables, and MoreRobb Report editors and writers test hundre...
08/07/2026

The 2026 Audio Awards: The 40 Best Headphones, Speakers, Turntables, and More
Robb Report editors and writers test hundreds of the finest audio products in the world every year. We've mined those reviews to name the best audiophile gear of 2026.For the third year running, Robb Report editors and writers have scoured the world of high-end audio to find the best equipment available. In 2026, it’s clear that our listening habits are nearly as varied as our musical tastes. The record player brought music into the home; the Walkman made it portable; the iPod put thousands of songs in our pockets. And the smartphone has made nearly all recorded music available almost anywhere, at any time. You can identify a song, find the artist, and explore an entire discography before the day is over—all while on the go.

But having that massive melodic collection at our fingertips doesn’t mean we have to treat it as disposable. Music remains deeply important to so many of us, whether we listen during a morning run or while sitting before a hi-fi system lovingly assembled over decades. We’ve kept that in mind with this year’s guide, gathering headphones, speakers, and turntables for every kind of music lover. You’ll find everything from a six-figure pair of loudspeakers to workout earbuds that won’t strain your budget. Whatever the price, each selection has the power to reveal something new in music you thought you already knew. —Bryan Hood

What Is Google Flow?Flow is a cutting-edge AI-powered video creation platform that transforms textual descriptions into ...
07/07/2026

What Is Google Flow?
Flow is a cutting-edge AI-powered video creation platform that transforms textual descriptions into cinematic video clips. By leveraging Google's state-of-the-art AI models, Flow allows users to generate videos that include realistic visuals, synchronized audio, and engaging narratives.This tool is particularly beneficial for filmmakers, content creators, storytellers, and educators seeking to visualize concepts quickly and efficiently, without the typical constraints of time, money, and expertise.

The beauty of Google Flow lies in its simplicity. It breaks down the complexities of video production, enabling users to create professional-quality content simply by describing their ideas in natural language.

Google Flow comes with free daily credits:

New users: Start with 100 initial credits.
Daily refill: Get 50 free credits every single day.
No rollover: Credits reset daily.
Core Components of Flow

The Fastest Laptops for 2026PC Labs tests more than 100 laptops every year. Buckle up: Based on our in-depth benchmarkin...
06/07/2026

The Fastest Laptops for 2026
PC Labs tests more than 100 laptops every year. Buckle up: Based on our in-depth benchmarking, these are the speediest laptops on the market today.Seeking the fastest laptop your money can buy? That's a challenge, because it depends on how you define "fast"—different kinds of speed apply when talking about laptop performance. That's where PCMag comes in. Our analysts have decades of experience testing laptops and know how to pinpoint the quickest machines for any scenario. We review more than 100 laptops a year and put each through a rigorous test suite that quantifies speed for productivity, content creation, and graphics workloads. (We also assess design, usability, connectivity, bundled software, and more.) Our current pick for the fastest laptop we've tested is the Dell Pro Max 18 Plus, king of the beasts with unmatched raw processing and graphics speed. We've selected additional speedy laptops for specific use cases and varying budgets. Check them out, plus how to shop for laptops based on sheer speed. It's easy to overspend; our advice will keep you from doing that.

This article explores the evolution and future of Social Media Technology (SocialTech), covering key advancements like A...
05/07/2026

This article explores the evolution and future of Social Media Technology (SocialTech), covering key advancements like AI, AR/VR, blockchain, and data analytics. It discusses current trends such as short-form video content, social commerce, and influencer marketing, as well as future developments including metaverse integration and AI-powered content creation. The article also addresses challenges like data privacy, misinformation, and digital well-being, offering a comprehensive overview of how SocialTech is reshaping digital interaction.

I type for a living. Here are the 5 best keyboards that are actually comfortable.The best keyboards we testedBest keyboa...
04/07/2026

I type for a living. Here are the 5 best keyboards that are actually comfortable.The best keyboards we tested
Best keyboard: Logitech MX Keys S

Best budget keyboard: Logitech Pebble Keys 2 K380S

Best mechanical keyboard: Keychron V3 Max

Best ergonomic keyboard: Logitech Wave Keys

Best gaming keyboard: Logitech G512 X

I’m always trying to find the best keyboards because they’re one of the most important pieces of a work desk. Yes, all laptops (and many desktops) come with their own keyboards, but those often just give you the bare minimum and leave you wanting something more comfortable. So, I’ve been testing all sorts of options, including both minimalist and more complicated mechanical keyboards, in order to find the right keyboards for all sorts of users. Our best pick is one I use every day and recommend for all sorts of users, but those looking for increased comfort or customization should check out my other picks. Here’s everything you need to know to get the right keyboard for your typing needs.

Logitech Superstrike vs Razer Viper V4 Pro: The battle for the competitive crownA couple of months ago Logitech unveiled...
03/07/2026

Logitech Superstrike vs Razer Viper V4 Pro: The battle for the competitive crownA couple of months ago Logitech unveiled quite the surprise for the competitive PC gaming scene with the G Pro X2 Superstrike. It's the first gaming mouse to feature proper analogue switches under the left and right mouse buttons, meaning it's the first to offer clicks that respond to the slightest touch, or whatever level of force you set it to.

As soon as I got my hands on the Superstrike—first at Logitech HQ in Switzerland where I got to see everything that went into making it, and then at home for some more extended testing—I knew it wasn't just a gimmick. At least for some kinds of competitive gamer, the improvement on offer is real, as it cuts down the time between starting to press and having your click register and your in-game weapon fire (for instance).

The Superstrike's haptic-inductive click technology, I thought, will surely be the future for the gaming mouse market.

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