**How Agentic Memory Research Unifies Long-term and Short-term Memory for LLM Agents** Imagine designing a language model (LLM) agent that can effortlessly store, retrieve, and manage both long-term and short-term memory without relying on hand-tuned heuristics or additional controllers. Sounds like a tall order, right? Well, researchers from Alibaba Group and Wuhan University have proposed a framework called AgeMem, which makes this possible. In this article, we’ll dive into how AgeMem achieves this unification and what it means for LLM agent design. **The Struggle with Memory in LLMs** Current LLM agent frameworks treat memory as two separate entities: 1. **Long-term…
Author: Naveed Ahmad
**The Elusive Task of Taking Down Deepfake Pornography Apps** You might have seen the headlines: ClothOff and Grok, two apps that allow users to create and share non-consensual deepfake pornography, have been making waves online for years. But as a recent lawsuit filed by a clinic at Yale Law School on behalf of a 14-year-old student in New Jersey reveals, these apps are notoriously hard to take down. The case in question started with a shocking act of online bullying. The 14-year-old’s classmates used ClothOff to modify her Instagram photos, creating child abuse imagery that’s now being used as evidence…
The Lidar Business Saga Continues: Luminar’s $22 Million Bidder and the Road Ahead As the tech world waits with bated breath, Luminar’s lidar business has just received a $22 million bid from Quantum Computing Inc. But will this be the final act in this complex drama, or is there still more to the story? You may recall that Luminar filed for Chapter 11 bankruptcy protection back in December, and since then, it’s been trying to offload some of its assets to stay afloat. The lidar business, in particular, has been a key focus for the company, and this latest bid…
**French Startup Harmattan AI Soars to Unicorn Status with $200M Series B, Backed by Dassault Aviation** France’s defense tech scene just got a serious injection of cash, and it’s all thanks to Harmattan AI, a startup that’s been making waves with its groundbreaking AI-powered protection tech. Valued at a whopping $1.4 billion, the company has just secured a $200 million Series B round led by Dassault Aviation, the renowned manufacturers of the Rafale fighter jet. Just two years old, Harmattan AI has already earned a reputation as the “European Anduril” (think Anduril Industries, its American counterpart). Their mission? To revolutionize…
**The 22-Year-Old CEO on a Mission to Put Africa’s Defense in Africans’ Hands** I recently stumbled upon the story of Nathan Nwachuku, a 22-year-old entrepreneur who’s making waves in the EdTech industry. As the CEO of Terra Industries, a pioneering defense firm, Nwachuku is on a mission to revolutionize the way Africa approaches its security challenges. With a whopping $11.75 million in funding, Terra is set to become Africa’s first defense prime, providing cutting-edge technology to governments and organizations to monitor and respond to threats. Terra’s innovative approach is centered around creating autonomous protection systems for vital infrastructure and resources…
The Ride-Hailing Giant is Leveling Up: InDrive’s Bold Move to Super App Status In a move that’s sending shockwaves through the ride-hailing industry, InDrive is taking the next big step by expanding its services beyond just ride-hailing. The company is now diving headfirst into advertising and grocery delivery, and I couldn’t be more excited to see what this means for the future of mobility. So, what’s behind this bold move? According to reports, InDrive is feeling the pressure of intense competition and tighter margins in growing markets. To stay ahead of the curve, the company is shifting its focus to…
**Motional’s Revival: From Crossroads to AI-First Autonomous Car Leader** I’ll never forget the day I wrote about Motional’s struggles just a couple of years ago. The company was at a crossroads, having missed a critical deadline to launch a driverless robotaxi service with Lyft, and had lost a major financial backer, Aptiv. But, as we all know, setbacks can be a blessing in disguise. Fast forward to today, and Motional has not only survived but thrived, thanks to a bold new strategy centered around AI. The turning point came when Motional’s president and CEO, Laura Main, realized the vast potential…
The Great Escape Act: Are Google’s Founders Bailing on California? So, it looks like Sergey Brin and Larry Page are slowly but surely distancing themselves from the Golden State. According to a recent report by The New York Times, these tech giants are quietly disentangling themselves from their various businesses and investments in California. But why? Is it just a coincidence, or is something more going on? Well, it seems like one major factor is playing a role – a prospective ballot measure that could impose a one-time, 5% tax on individuals with assets worth over $1 billion. Yeah, you…
**The Mysterious Case of Instagram’s Password Reset Requests: Breach or Bug?** Oh, the drama unfolding in the world of social media! Instagram, the popular visual platform, is currently dealing with a wave of confusing password reset requests, leaving users scratching their heads. So, what’s going on here? Did a breach occur, or is this just a minor glitch? To make matters more complicated, Malwarebytes, an antivirus software firm, shared a screenshot of an email from Instagram, which allegedly claimed that cybercriminals had stolen sensitive data from 17.5 million Instagram accounts. Yikes! The email supposedly contained a treasure trove of sensitive…
**Wing’s Next Big Leap: Expanding Drone Delivery to 150 More Walmart Stores** Whoa, folks! Big news in the world of drone delivery! Wing, the Alphabet-owned company that’s been changing the game with its on-demand service, is teaming up with Walmart once again. This time, it’s about to bring its speedy delivery to an additional 150 Walmart stores across the US. That’s a whole lot of drone action! According to Wing’s new Chief Business Officer, Heather Rivera, the rollout will happen this year and into 2027, building on the success of their current pilot programs in Dallas-Fort Worth and Atlanta. And…