In an era where manipulated media has become a significant threat, the concept of deepfakes - highly realistic and convincing audio-visual content created using artificial intelligence (AI) - has taken center stage. With the advent of consumer-grade AI tools, the creation of fake audio, video, and images has become remarkably easy, giving rise to a cottage industry of deepfake detection startups that use machine learning to identify manipulated media.

Reality Defender, one such startup, recently conducted an experiment with me, where we created a deepfake voice designed to mimic my own. The goal was to test the effectiveness of their AI-powered deepfake detection technology. What emerged was a fascinating insight into the challenges and limitations of detecting deepfakes.

In a surprise move, Swedish electronics company Teenage Engineering (TE) may be venturing into the instrument amp market with their latest filing at the Federal Communications Commission (FCC). The mysterious device, dubbed the KO-Amp 35, has sparked curiosity among music enthusiasts and tech aficionados alike. As part of TE’s esteemed EP family instruments, which include the KO-II and its variants, the KO-Amp 35’s mere existence hints at a potential foray into the budget guitar and instrument amp space.

In its 2025 Ads Safety Report, Google revealed that it blocked a record-breaking 8.3 billion ads globally, up from 5.1 billion the previous year. While this surge might suggest a significant increase in advertiser account suspensions, the actual numbers tell a different story. The search giant suspended only 4 million advertiser accounts, raising questions about its policing strategies.

Google attributes the disparity to its growing reliance on AI, particularly its Gemini models, which enable the company to detect and block policy-violating ads earlier and with greater precision. According to Google, its AI-driven systems caught over 99% of such ads last year before they were shown to users. This shift in enforcement highlights a broader change in Google’s approach to policing its platform.

In a groundbreaking move, Roblox is introducing a suite of agentic features to its AI assistant, designed to transform the game development process from start to finish. The revamped Roblox Assistant is no longer just a plain-language tool for developers; it’s now a collaborative partner that can analyze code and data models, ask clarifying questions, and translate prompts into actionable plans.

The new “Planning Mode” is a game-changer in the world of game development. This feature empowers creators to plan their games, get feedback, refine details, and then implement their plans. By leveraging AI-powered analysis and machine learning algorithms, Planning Mode helps developers create a roadmap for their projects, ensuring that their original intent is accurately reflected before any changes are made.

The streaming revolution continues to shape the entertainment industry, with Roku standing out as a significant player in this landscape. The company has reached a major milestone, boasting over 100 million households using its devices, including streaming sticks, boxes, and TVs. This feat underscores Roku’s ability to adapt and evolve, capitalizing on the shift away from traditional cable subscriptions.

Roku’s success can be attributed to its early mover advantage in the streaming device market. Launched as an in-house project at Netflix in 2008, Roku has since become a household name, allowing users to ditch their cable boxes and transition seamlessly to streaming services. The company’s popularity is not limited to the US; with over 50 percent of broadband households using its devices, Roku has established itself as a global leader.

In a significant shift in the entertainment landscape, Korean dramas (K-dramas) have become a global phenomenon on Netflix, with an unprecedented level of popularity and viewership. This surge in popularity is not limited to Squid Game, but encompasses a wide range of K-dramas that have captured audiences worldwide.

The data speaks for itself: according to Netflix’s own metrics, from 2023 to 2025, subscribers streamed over 51 billion hours of Korean movies and TV shows. This staggering figure demonstrates the incredible appeal of K-dramas, which has transcended cultural boundaries and geographical limitations.

As the artificial intelligence landscape continues to evolve, companies like Anthropic are pushing the boundaries of what is possible with their latest model releases. The announcement of Claude Opus 4.7 marks a significant milestone in this journey, but it’s also important to consider the implications of its performance relative to Mythos Preview, the company’s most powerful model overall.

Opus 4.7 represents a step up from its predecessor, Opus 4.6, particularly in advanced software engineering tasks that require complex coding and hand-holding. The new model is touted as being better at analyzing images,

In today’s crowded electric bike market, discerning consumers are no longer satisfied with just any old ride. Instead, they demand a trifecta of impressive specifications: battery life that lasts all day, ample storage space, and speed that keeps pace with their active lifestyle. Enter HeyBike’s Ranger 3.0 Pro, the latest iteration in their popular Ranger line. This little powerhouse checks all the right boxes and then some.

First and foremost, the Ranger 3.0 Pro boasts an astonishing 90-mile advertised range, a figure that puts it squarely in the top tier of e-bikes on the market. But what truly sets this bike apart is its clever design. The ability to fold into a compact package makes it perfect for city dwellers with limited storage space or those who need to take their ride onto public transportation. And yet, despite its scooter-inspired shape, the Ranger 3.0 Pro handles surprisingly well, thanks in part to its sturdy build and thoughtful geometry.

In a groundbreaking move, Silicon Valley startup Sabi is emerging from stealth mode with the goal of revolutionizing human-computer interaction. The company is developing a brain wearable that decodes a person’s internal speech into words on a computer screen, effectively allowing users to type just by thinking. This technology, known as a brain-computer interface (BCI), has the potential to enable anyone to become a cyborg.

A New Era of Brain-Computer Interfaces

In today’s fast-paced digital age, MacBooks have become an essential tool for many professionals and individuals alike. While these sleek devices are designed to be portable and versatile, they often lack the necessary features and connectivity options to fully optimize their potential. That’s where the best MacBook accessories come in – a carefully curated selection of peripherals that can elevate your MacBook experience, whether you’re working from home or on-the-go.