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The AI researchers at Andon Labs, the people who gave Anthropic Claude an office vending machine to run, and hilarity ensued, have published the results of a new AI experiment.
They wanted to see if LLMs were technically capable of functioning as a robot s brain, that is, connecting their thinking (textual decision-making) with real sensors and movement.
OpenAI developed OWL (OpenAI's Web Layer), a "revolutionary architectural approach" that separates the Chromium browser process from the main Atlas application, creating a more flexible and performant web browsing experience with ChatGPT integration:
Think of it like this: Chromium revolutionized browsers by moving tabs into separate processes. We re taking that idea further by moving Chromium itself out of the main application process and into an isolated service layer.
Most people think users choose products based on features or price. In reality, support decides who stays.
A cheaper tool becomes expensive fast when every issue turns into a ticket nightmare. Meanwhile, teams keep paying more for products that solve problems and support them when it matters.
Support is not a cost. It is part of the product experience. Fast replies build trust. Clear answers reduce churn. Companies that treat support as a growth lever win.
Most people think users choose products based on features or price. In reality, support decides who stays.
A cheaper tool becomes expensive fast when every issue turns into a ticket nightmare. Meanwhile, teams keep paying more for products that solve problems and support them when it matters.
Support is not a cost. It is part of the product experience. Fast replies build trust. Clear answers reduce churn. Companies that treat support as a growth lever win.
Over time, I ve realized how much effort we put into our websites on landing pages, pricing, testimonials, product tours and yet, most visitors only ever deeply interact with one or two sections depending on your ICP.
For developer-first products, that s usually docs.
For consumer apps, maybe it s onboarding or pricing.
For enterprise tools, perhaps case studies or ROI calculators.
Lately, I have been experimenting with how to feed context into GPT models more effectively.
For example, when fine-tuning or working with larger context windows, I have noticed that the dilemma is in organizing the surrounding information, rather than the prompt itself. Last week, I came to know that it's called Context Engineering.
I left the UK in August 2024 to go traveling with my partner. By the time I got back, I was single and unemployed. I wasn t in a good place. To cope with the traveling blues and the breakup, I turned to bedrotting. I was lying there, scrolling Instagram and TikTok, jumping from news app to news app, opening dozens of loops but never closing any of them. I was looking for distraction and some sort of comfort, but I couldn t get it on a screen. My phone habits were making me feel worse. So I set out to better manage my relationship with my device. And it didn t work. The existing screentime apps like Opal, Brick, and Jomo are very all-or-nothing. There's no middle ground where I felt I could stay informed without getting sucked back in by social media algorithms. I still wanted to go on YouTube to see what news channels were saying about international politics, but I didn t want to get distracted by all the other recommendations that happened to be there. I still wanted to see what my friends were up to on Instagram, but I didn't want to be enticed by the reels asking me to watch just one more video. I still wanted to check my emails, but I didn t want to lose half an hour to meaningless messages. Software s stickiness made it nearly impossible for me to stay disciplined. So I set out with a new mission: to make something for myself that would allow me to stay updated without becoming easily distracted. What I envisioned was a hub that put things in an environment where I had control letting me stay on my home turf instead of cruising through internet neighborhoods filled with booby traps. That way, I could avoid the endless stream of information, the notifications, and the slot machine-like UX. I ve started building that. Siftly (https://siftly.space/) is part wellness tool, part productivity tool. It s completely customizable and designed to put people back in control of their digital experience. Ironically, my relationship to screens has improved since I started creating the app because I'm coming at it from a creator mindset instead of a consumer mindset. But if Siftly doesn t work out, even if I go on the dole, I ll be doing it without the scroll.
next-forge is a boilerplate with everything you need to launch a production-ready @Next.js app. Acquired by @Vercel last June, it just got a new update by its original maker @haydenbleasel.
But the real costs often hide in the background- compute burn, idle tokens, redundant calls, or that temporary caching fix that quietly eats your budget.
