Exploring Chip Design in the Age of AI with Thomas Andersen

Synopsys is a leading electronic design automation company specializing in silicon design and verification, as well as software integrity and security. Their tools are foundational to the creation of modern chips and embedded software, powering everything from smartphones to cars. Chip design is a deeply complex process, often taking months or years and requiring the

The post Chip Design in the AI Era with Thomas Andersen appeared first on Software Engineering Daily.

Crew AI with João Moura

Agentic AI is seen as a key frontier in artificial intelligence, enabling systems to autonomously act, adapt in real-time, and solve complex, multi-step problems based on objectives and context. Unlike traditional rule-based or generative AI, which are limited to predefined or reactive tasks, agentic AI processes vast information, models uncertainty, and makes context-sensitive decisions, mimicking

The post Crew AI with João Moura appeared first on Software Engineering Daily.

Modern Distributed Applications with Stephan Ewen

A major challenge with creating distributed applications is achieving resilience, reliability, and fault tolerance. It can take considerable engineering time to address non-functional concerns like retries, state synchronization, and distributed coordination. Event-driven models aim to simplify these issues, but often introduce new difficulties in debugging and operations. Stephan Ewen is the Founder at Restate which

The post Modern Distributed Applications with Stephan Ewen appeared first on Software Engineering Daily.

Five New Categories of Devices That CBP May Inspect When Entering the US

Travelers arriving in the United States need to be informed about the enhanced powers of U.S. Customs and Border Protection (CBP) to inspect electronic devices as per the newly issued directive 3340-049B. This directive, released in early January, expands the types of devices eligible for searches, now encompassing flash drives, SIM cards, smartwatches, vehicle infotainment systems, GPS units, and drones. In contrast, the previous directive 3340-049A restricted the list to computers, tablets, disks, drives, tapes, mobile phones, and other communication gadgets, cameras, music, and media players.

The addition of these extra devices signifies the increasing variety of personal data storage means that travelers might possess. Although smartphone access by CBP officers remains the same, the directive underscores the significance of smartphones, which frequently hold the most personal data.

Reports suggest a rising trend in electronic device inspections at the U.S. border. As stated by The National Post, CBP executed 55,318 searches over a 12-month period covering 2024 and 2025, reflecting a 17% rise from the preceding year. This number includes searches of devices owned by 13,590 Americans, a notable 56% increase compared to the previous year. Nevertheless, these searches account for only 0.01% of international travelers. With the directive broadening the array of searchable devices, travelers must remain aware of the possibility of their electronic devices being inspected upon arrival in the U.S.

Ranking the 15 Most Potent Desktop CPUs Based on Geekbench Score

**15 Of The Most Robust Desktop CPUs Currently Ranked By Their Geekbench Score**

In the continuously advancing realm of desktop computing, the pursuit for the most formidable CPU remains a relentless endeavor for gamers, editors, and multitaskers alike. With rising expenses for GPUs, SSDs, and memory, investing in a high-end CPU can unleash unmatched performance and guarantee your system operates seamlessly. Here, we rank the most robust desktop CPUs according to their Geekbench scores.

1. **AMD Ryzen Threadripper PRO 9985WX**
– **Cores/Threads**: 64/128
– **Geekbench Score**: 31,343
– **Price**: $7,894
– **Highlights**: Unsurpassed performance with a colossal 320MB cache. Perfect for extreme multitasking and productivity.

2. **AMD Ryzen Threadripper PRO 9975WX**
– **Cores/Threads**: 32/64
– **Geekbench Score**: 27,846
– **Price**: $3,924
– **Highlights**: Elevated base clock speed and remarkable performance for its cost.

3. **AMD Ryzen Threadripper PRO 9995WX**
– **Cores/Threads**: 96/192
– **Geekbench Score**: 27,272
– **Price**: $11,499
– **Highlights**: Excessive for most, but ideal for high-performance workstations.

4. **AMD Ryzen Threadripper 9980X**
– **Cores/Threads**: 64/128
– **Geekbench Score**: 27,228
– **Price**: $4,775
– **Highlights**: Top-tier performance with PCIe 5.0 and DDR5 compatibility.

5. **AMD Ryzen Threadripper 9970X**
– **Cores/Threads**: 32/64
– **Geekbench Score**: 27,012
– **Price**: $2,385.07
– **Highlights**: Superb for content creators due to its high thread count.

6. **AMD Ryzen Threadripper 9960X**
– **Cores/Threads**: 24/48
– **Geekbench Score**: 26,007
– **Price**: $1,499
– **Highlights**: Cost-effective high-performance CPU with future-proofing attributes.

7. **AMD Ryzen Threadripper PRO 9965WX**
– **Cores/Threads**: 24/48
– **Geekbench Score**: 25,847
– **Price**: $2,699.99
– **Highlights**: Excellent choice for professionals with outstanding memory bandwidth.

8. **AMD Ryzen Threadripper 7980X**
– **Cores/Threads**: 64/128
– **Geekbench Score**: 25,109
– **Price**: $4,499
– **Highlights**: Smooth multitasking with a substantial cache and enhanced frequency.

9. **AMD Ryzen Threadripper PRO 7985WX**
– **Cores/Threads**: 64/128
– **Geekbench Score**: 24,682
– **Price**: $7,927
– **Highlights**: High-intensity workstations reap the rewards from this capable CPU.

10. **AMD Ryzen Threadripper PRO 7995WX**
– **Cores/Threads**: 96/192
– **Geekbench Score**: 24,510
– **Price**: $8,599.99
– **Highlights**: Perfect for tasks that require CPU rendering.

11. **AMD Ryzen Threadripper 7970X**
– **Cores/Threads**: 32/64
– **Geekbench Score**: 23,771
– **Price**: $1,999.99
– **Highlights**: Excellent for demanding workstations thanks to PCIe 5.0 support.

12. **AMD Ryzen Threadripper PRO 7975WX**
– **Cores/Threads**: 32/64
– **Geekbench Score**: 23,746
– **Price**: $3,841.49
– **Highlights**: Facilitates hardware virtualization, ideal for virtual machines.

13. **AMD Ryzen Threadripper 7960X**
– **Cores/Threads**: 24/48
– **Geekbench Score**: 23,632
– **Price**: $1,199.99
– **Highlights**: High-performance cores with SMT.

The Quantity of Gold Found in a Vintage Laptop

the amount of gold contained in your smartphone is likely not substantial enough to make it a worthwhile pursuit. For instance, experts on gold indicate that it would require multiple phones to extract a single gram of gold.

This raises an interesting follow-up question: How much gold can you find in your old laptop? Given that laptops are typically larger than smartphones and consist of more parts, one might anticipate a slightly higher gold content. Indeed, gold is utilized rather extensively within a computer, primarily for circuit boards, connectors, and various other contacts. However, despite its presence in several areas, the total amount of gold within a laptop remains relatively minimal and would yield little value if harvested and refined.

SD Bullion approximates that around one-fifth of a gram of gold is incorporated within the average computer, perhaps even a bit more. Laptops are generally on the smaller side of computers, and SD Bullion suggests that each one contains roughly a tenth of a gram of gold. Like smartphones, that’s not a significant amount, but could become valuable in bulk … provided you were prepared to disassemble hundreds of devices to make it economically viable. Consider the labor involved in gathering the devices, dismantling them, and then sorting and melting the materials!

What is the reason for using gold in a desktop or laptop?

Indie App ‘Tasks’ Improves User Experience with Over 50 New App Intents and Revamped Interface in Recent Update

### Indie App Spotlight: Tasks 4.3 Update

Welcome to Indie App Spotlight, a weekly feature where we showcase the newest advancements in the indie app scene. This week, we turn our attention to **Tasks**, a productivity application that has recently undergone a noteworthy update.

#### Overview of Tasks

Tasks is an all-encompassing to-do list app tailored for the Apple ecosystem. Released in 2020, it offers users features such as projects, subtasks, kanban boards, folders, and reminders, all designed to improve task organization and management.

#### New Features in Version 4.3

The recent update, version 4.3, brings over **50 new app intents**, facilitating smooth integration with Siri, Shortcuts, and Spotlight. This upgrade allows users to automate numerous tasks, including:

– Showing a grocery list when arriving at a grocery store.
– Automatically sending reminders for overdue tasks.
– Getting a daily task list at the beginning of each day.

Along with these capabilities, Tasks has received a redesign that includes an enhanced sidebar, a new kanban view, and improved support for Liquid Glass. These updates are aimed at enriching the user experience, making the app ideal for both professional and personal task management.

#### Availability and Pricing

Tasks is offered for free on the App Store for iPhone, iPad, Mac, Apple Watch, and Apple Vision Pro. It features a generous free tier, with a Pro version accessible via subscription: $3.99 per month, $24.99 per year, or a one-time payment of $79.99 for lifetime usage. Users must have a device using iOS 16.6 or later to take advantage of the app.

For additional details and to download the app, head to the [App Store](https://bit.ly/3PRJEMl).

#### Conclusion

The Tasks application continues to progress, equipping users with robust tools for effective productivity management. With its latest update, it emerges as a flexible choice for anyone seeking to optimize their task management workflow.

The Difficulty of Evaluating AI Models with Ankur Goyal

Evaluations are critical for assessing the quality, performance, and effectiveness of software during development. Common evaluation methods include code reviews and automated testing, and can help identify bugs, ensure compliance with requirements, and measure software reliability. However, evaluating LLMs presents unique challenges due to their complexity, versatility, and potential for unpredictable behavior. Ankur Goyal is

The post The Challenge of AI Model Evaluations with Ankur Goyal appeared first on Software Engineering Daily.