Treat yourself to one of these WIRED-tested and -approved Prime Day picks under $30. Thirty dollars doesn't get you as much as it used to. In times like these, as the economy worsens, " Buy Now, Pay Later " services boom, daily bills skyrocket, and inflation continues to surge, it's more important than ever to make that dollar stretch. We've been scouring to find the best Prime Day deals under $30 on WIRED-tested and -approved gear. We've hand-tested and vetted all the deals on this list, so you can be assured this is the best price you'll find. It's the final day of Prime Day, so don't miss your chance to get these great deals while they last.

Treat yourself to one of these WIRED-tested and -approved Prime Day picks under $30. Thirty dollars doesn't get you as much as it used to. In times like these, as the economy worsens, " Buy Now, Pay Later " services boom, daily bills skyrocket, and inflation continues to surge, it's more important than ever to make that dollar stretch. We've been scouring to find the best discounts and deals on WIRED-tested and -approved gear for less than that for Prime Day. We've hand-tested and vetted all the deals on this list, so you can be assured this is the best price you'll find.

I made a joke earlier this week in my family group chat that everybody was getting 2 and a macaroni picture frame for Christmas. But seriously, have you seen those grocery store prices? I'm shopping for 20 people, and my bank account is already wincing. Luckily, with these Cyber Monday and Black Friday deals under 50, holiday shopping doesn't have to be pricey. We've rounded up deals on affordable tested-and-approved gear so you can get your shopping done without crying afterward. Updated November 30: We've added more deals, cut expired ones, and corrected prices. For under 20, this Arlo camera streams crisp 1080p video straight to your smartphone and even includes motion detection alerts and two-way communication to check in on pets. Whether mounted on a wall or tucked on a shelf, it's also stealthy security spy. With an 8/month subscription, you'll also get extra features like cloud storage.

Recently, there has been an increase in interest in evaluating large language models for emergent and dangerous capabilities. Importantly, agents could reason that in some scenarios their goal is better achieved if they are not turned off, which can lead to undesirable behaviors. In this paper, we investigate the potential of using toy textual scenarios to evaluate instrumental reasoning and shutdown avoidance in language models such as GPT-4 and Claude. Furthermore, we explore whether shutdown avoidance is merely a result of simple pattern matching between the dataset and the prompt or if it is a consistent behaviour across different environments and variations. We evaluated behaviours manually and also experimented with using language models for automatic evaluations, and these evaluations demonstrate that simple pattern matching is likely not the sole contributing factor for shutdown avoidance. This study provides insights into the behaviour of language models in shutdown avoidance scenarios and inspires further research on the use of textual scenarios for evaluations.

ActiveProtective developed a wearable that protects the hips of older adults using wearable airbags, alerting caregivers, monitors behaviors, and promotes safer mobility. BitLumens provides decentralized power to rural communities--for example, offering farmers solar home systems which they can pay in installments--which are not connected to the power line using the blockchain to provide them with a credit score. Civic Eagle built cloud platform using artificial intelligence (AI) to reduce the time and cost of identifying, tracking, and analyzing important legislation and regulations for organizations that need to respond to quickly changing policy environments. Einride vows to disrupt the unsustainable transportation industry, making the movement of goods more intelligent (emission-free, safe, and cost-efficient) by building interconnected, all-electric, autonomous trucks or "T-pods." Elevian develops regenerative medicines, with the potential to treat and prevent many age-related diseases and extend healthy lifespan, targeting a fundamental mechanism of aging: regenerative capacity, our body's ability to heal itself, which declines with age.