**Why a Cost-Aware Planning Agent Matters** As AI agents become more prevalent in our daily lives, it’s crucial to develop systems that can make decisions not just based on accuracy, but also on real-world constraints. In this tutorial, I’ll show you how to build a cost-aware planning agent that balances output quality with token utilization, latency, and tool-call budgets. This is essential because AI agents are no longer just assistants – they’re decision-makers that require explicit consideration of trade-offs, efficiency, and resource awareness. **Budgeting Abstractions: The Foundation of Cost-Aware Planning** To start, we define the core budgeting abstractions that allow…
Author: Naveed Ahmad
**The Spy Who Came to Deel: Corporate Espionage Allegations Send Shockwaves Through Silicon Valley** You know the saying “keep your friends close, but your enemies closer.” Well, it seems like Deel, a startup in the HR and payroll space, took that saying a little too seriously. According to reports, the Department of Justice is investigating Deel for allegedly hiring a company spy to snoop on its biggest rival, Rippling. **The Juiciest Spy Story Ever** In a statement to TechCrunch, Deel denies any wrongdoing, claiming it’s “not aware of any investigation” and will cooperate with authorities if needed. But we’re not…
I’m still trying to process the whirlwind that was Davos this year. I mean, I’ve been to some crazy conferences in my time, but the World Economic Forum was a whole different beast. It’s like someone took Silicon Valley and dropped it into the Swiss Alps. Talk about a culture clash! The common thread that tied everything together was, of course, AI. It was like the elephant in the room that everyone was either obsessed with or terrified of. I mean, the CEOs were definitely letting it all hang out – in a good way! It was refreshing to see…
**Meta Pauses Teen Access to AI Characters Amid Growing Scrutiny and Controversy** In a surprise move, Meta has announced that it’s temporarily blocking teenagers’ access to its AI characters across all its apps, effective immediately. The company claims the decision is necessary to revamp its AI characters to make them more suitable for teens, but the move is widely seen as a response to growing concerns over the impact of social media on young people. This news comes on the heels of a high-profile case in New Mexico, where Meta is accused of not doing enough to protect children from…
**The End of Windows as We Know It?** As we hurtle towards a future shaped by AI and autonomous agents, I’ve been pondering the fate of Windows, the operating system that’s been synonymous with personal computing for decades. As I see it, Windows is on the cusp of becoming obsolete, replaced by a new breed of AI-powered systems that will render our current hardware and software redundant. **The Decline of Windows** Make no mistake, Windows is still a popular platform, but its grip on the market is beginning to slip. As of late 2025, a staggering 41% of users were…
Meme Magic is Coming to Google Photos! Hey, fellow meme enthusiasts! I’ve got some awesome news to share with you all – Google Photos has just rolled out a brand new feature that lets you create meme magic with your own photos! Introducing “Me Meme”, an AI-powered function that turns your personal photos into hilarious memes with just a few taps. I first spotted this feature in development back in October, thanks to Android Authority, and now it’s officially live for U.S.-based users. The “Me Meme” feature uses Gemini AI technology, the same AI model that powers other Google Photos…
**The AI Agent Hype: A Math-Driven Reality Check** I’m about to dive headfirst into the world of AI agents, and I have to warn you – my perspective might not be the most popular one out there. In fact, I’m about to sound like a party pooper. But, bear with me, because the math just doesn’t add up. Lately, I’ve been reading about a paper that’s got everyone in the AI community talking: “Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models.” Yeah, it’s a real mouthful, but trust me, it’s a game-changer. Essentially, the authors are saying that…
**Tesla Takes the Wheel: No Human Driving These Robotaxis** Elon Musk just dropped a bombshell on his social media platform, X, announcing that Tesla has officially launched robotaxi rides in Austin, Texas – with no human safety driver on board! This marks a major milestone for the electric vehicle giant, which is pushing the boundaries of autonomous technology. So, what’s the big deal? For starters, this is a huge step towards fully autonomous driving, where humans aren’t needed to intervene in case something goes awry. The robotaxis in Austin are part of a controlled deployment, with the company testing the…
Here’s a rewritten version of the article in a more natural, conversational tone: **Tesla Abruptly Drops Autopilot: What’s Next for Electric Giant?** Hey everyone! I’ve been keeping an ear to the ground on all the latest Tesla news, and I’ve got some juicy scoop to share with you all. As of January 23, 2026, Tesla has decided to discontinue its Autopilot driver-assistance system, sending shockwaves through the autonomous driving community. I’m still trying to wrap my head around this one, and I’m guessing many of you are too. So, what’s the deal with Autopilot? It was a fancy bundle that…
**The TV Revolution: Substack Takes a Leap into Video with Apple TV and Google TV Debut** Hey everyone, I’m excited to share some big news with you all – Substack, the popular newsletter platform, has just launched a TV app for Apple TV and Google TV! That’s right, you can now watch video posts and livestreams created by your favorite authors on the big screen. This new development is a major step in Substack’s push into video and livestreaming, and it’s got everyone in the industry buzzing. The app is designed to provide a seamless viewing experience, with a “For…