- Aug 7, 2024
- 3 min read
Hello, AI Enthusiasts.
Happy Wednesday night! We’re at the heart of the week, and it's a great opportunity to catch up on all things AI.
Let’s dive into the latest updates and explore the innovations that are making waves this week.
Here's another crazy day in AI:
An engineer broke his hand and let AI handle the code
Why AI projects need more than just technology
Paper: GPT-4’s accuracy in predicting social science results
Some AI tools to try out
TODAY'S FEATURED ITEM: Engineer's broken hands unlock coding breakthroughs
AI-generated image/Wix AI image creator
Have you ever wondered what it'd be like to code without actually typing? Sounds wild, right?
Erik Schluntz, an engineer and entrepreneur, shares his unexpected journey into the world of AI-assisted coding after breaking his hand in a biking accident. Schluntz reveals how he adapted to coding primarily using voice commands and AI assistance, leading to surprising productivity gains and insights into the future of software development.
Highlights:
Initial Setup: Erik used a combination of voice-to-text and Claude AI to continue coding despite his injury.
Voice-to-Text Challenges: While Mac's Voice Control was helpful for natural language, it struggled with coding syntax.
Claude AI in Action: By feeding large chunks of code into Claude, Erik could refactor functions and write unit tests efficiently.
Learning Curve: Erik quickly identified effective ways to give instructions to AI, realizing the importance of specific and example-based commands.
Autonomous Coding: Erik found success in allowing Claude to handle larger coding tasks autonomously, contrary to common advice of incremental prompting.
Tool Creation: Claude helped Erik build quick, disposable tools, such as a GPS visualization web app, significantly speeding up the debugging process.
Future of AI in Coding: Erik envisions a future where AI tools like Claude evolve into "AI Engineers," working autonomously on well-defined tasks and pairing with humans on more complex problems.
Human-AI Collaboration: Despite advancements, human engineers will remain crucial for high-level decision-making and overseeing AI-generated work.
This experience shows how a challenging situation can lead to unexpected innovation in software development. But don't worry, he's not saying human coders are going extinct or anything. It's more like we're getting a super-powered sidekick. Think of it as moving from a regular calculator to a graphing calculator - sure, it does more of the work, but you still need to know what you're doing to use it right.
So, what do you think? Ready to give your coding skills an AI upgrade?
Read more here.
OTHER INTERESTING AI HIGHLIGHTS:
Why AI projects need more than just technology
/Ron Schmelzer on Forbes
When building AI projects, the focus often lies on the technology itself. However, project success frequently hinges on human elements, such as communication and problem-solving skills, known as "power skills." Rich Maltzman, a master lecturer at Boston University, emphasizes the importance of blending methodologies like agile and waterfall, and fostering a collaborative environment where AI and human skills drive success. According to the Project Management Institute's Pulse of the Profession 2023 report, organizations prioritizing power skills see significantly higher success rates.
Read more here.
Paper: GPT-4’s accuracy in predicting social science results
/Ashwini Ashokkumar, Luke Hewitt, Isaias Ghezae, Robb Willer
A recent study explores the potential of GPT-4 to simulate human responses in social science experiments. By analyzing 70 pre-registered survey experiments with over 105,000 participants, researchers found that GPT-4's predictions closely match actual outcomes, even surpassing human forecasters in accuracy for unpublished studies. This capability could revolutionize experimental methods, enabling rapid, cost-effective pilot studies and enhancing theoretical research.
Read the paper here.
SOME AI TOOLS TO TRY OUT:
Black Forest Labs FLUX.1: advanced image generator with precise prompts and diverse outputs
Brainybear: scans websites or files to provide quick, accurate answers to customer queries
Table: personal CRM that imports and enriches contacts with smart reminders and interaction tracking
That’s a wrap on today’s Almost Daily craziness.
Catch us almost every day—almost! 😉
Leveraging AI for Enhanced Content: As part of our commitment to exploring new technologies, we used AI to help curate and refine our newsletters. This enriches our content and keeps us at the forefront of digital innovation, ensuring you stay informed with the latest trends and developments.
