⚙️ AI Upgrades

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July 28, 2023

Good morning. Just as the recent revelations about UFOs have shown us that the universe is far more exciting and mysterious than we ever imagined, today's newsletter is set to take you on a similar journey of discovery.

In today’s newsletter:

  • 🔧 OverflowAI: Stack Overflow's New AI Assistant for Developers

  • 🤖 HADAR: The Future of Machine Perception

  • 🔍 Samsung's Shift: High-End AI Chips Amid Memory Production Slump

  • 💼 AutogenAI Raises $22.3M: Boosting Business Proposals with AI

  • 🛡️ Unmasking Vulnerabilities: Research Reveals Chatbot Security Issues

  • 🔄 Generative AI: Expected to Drive a 12 Million Career Shift by 2030

 NEWS

OverflowAI: Stack Overflow's Game-Changing Sidekick for Developers

Midjourney

Stack Overflow is about to get a major upgrade thanks to its new brainchild, OverflowAI.

You know how developers have been grumbling about the accuracy of AI-generated content? Well, Stack Overflow has been listening. They're planning to use their treasure trove of over 58 million Q&As to train this AI beast, making sure it spits out answers that are as reliable as a Swiss watch.

Privacy, you ask? Stack Overflow's got it covered. They're sticking to their guns with their existing privacy policy, so you can rest easy. The AI should respect your privacy, only peeking at public or explicitly shared info when generating its responses.

OverflowAI isn't about to steal the limelight from the community-driven model that makes Stack Overflow… well, Stack Overflow. Think of it as a helpful sidekick, ready to offer quick, AI-generated solutions, while still letting users turn to the community for those trickier, more nuanced issues.

When? Stack Overflow has spilled the beans that alpha testing for OverflowAI is set to kick off in late August 2023. So, it looks like full implementation could be just around the corner. And with Stack Overflow being the seasoned pro that it is, they've likely got the infrastructure to handle any extra traffic and data processing needs. The nitty-gritty details are still under wraps, but we're keeping our eyes peeled for more info.

NEWS

HADAR: Lighting Up the Future of Machine Perception

Midjourney

In the fast-paced world of machine perception, there's a new kid on the block making some serious noise. Meet Heat-Assisted Detection and Ranging (HADAR).

HADAR: The Game Changer

Forget about the old guard - active sonar, radar, and LiDAR. HADAR is playing by its own rules, using heat signals to get a lay of the land. It's got a knack for dodging the 'ghosting effect', that annoying issue of textureless images that often trips up the traditional methods. Picture a robot kitted out with HADAR: it could navigate a pitch-black room like it's a sunny day at the park.

The Magic of HADAR and AI

But the real magic happens when HADAR teams up with artificial intelligence and machine learning. AI algorithms can take the clean, detailed data from HADAR and make razor-sharp predictions and decisions. And machine learning, AI's trusty sidekick, can use this data to train models that get better and better, picking up on the nitty-gritty details like the material properties of objects. This dynamic duo of HADAR and AI supercharges the scalability of machine perception, tackling the challenges that pop up when the number of intelligent agents starts to climb.

Transforming Autonomous Vehicles

This power couple of HADAR and AI is set to shake things up. Take autonomous vehicles, for example. Right now, they're relying on sensors like LiDAR, which can get thrown off by things like darkness or fog. But with HADAR and AI at the wheel, these vehicles can navigate safely and accurately, no matter what the weather's doing. This could be a game-changer for reducing accidents and making autonomous vehicles more reliable than ever.

Revolutionizing Human-Robot Interactions

And the possibilities don't stop there. Robots equipped with HADAR and AI could pick up on human body heat and movements with pinpoint accuracy, leading to more natural interactions. Imagine a care robot for the elderly or disabled, kitted out with HADAR and AI: it could sense a person approaching based on their body heat and react proactively, even in the dead of night.

The Takeaway

So, HADAR isn't just a cool new tech - it's a giant leap towards a future where machines see and interact with the world just like we do, supercharged by the power of heat perception and artificial intelligence.

🔍 Samsung Shifts Focus: High-End AI Chips Over Memory Production

Amidst a slump in memory chip production, Samsung Electronics is doubling down on high-performance memory chips like high-bandwidth memory due to robust AI demand. Despite a significant operating loss in its semiconductor business in the first half of 2023, Samsung sees a brighter future in AI. The company plans to continue its memory chip production cuts while doubling its capacities of high-performance memory chips, anticipating a continual growth in demand for these advanced chips.

💼 AutogenAI Secures $22.3M: Revolutionizing Bids and Pitches with AI

AutogenAI, a London-based startup, has developed a generative AI tool designed to help businesses write stronger proposals. The company recently secured $22.3 million in funding from Blossom Capital, which will be used to hire more talent, expand its platform, and grow its customer base. Despite being in business for less than a year, AutogenAI has already acquired 28 clients, demonstrating the potential of AI in enhancing business operations.

🛡️ Unmasking Vulnerabilities: A Deep Dive into Chatbot Security

A research team from Carnegie Mellon University and the Center for AI Safety has successfully found vulnerabilities in AI chatbots like ChatGPT, Google Bard, and Claude. The researchers demonstrated that these models can be tricked into bypassing content filters and providing harmful information, misinformation, and hate speech. This discovery underscores the need for stronger AI safety methods and potential reassessment of how guardrails and content filters are built.

🔄 Generative AI: Catalyst for a 12 Million Career Shift by 2030

McKinsey's new report suggests that generative AI will not eliminate jobs in the long term, but rather change the nature of work and create opportunities for employees to transition into higher-paying positions. The report estimates that 12 million people will switch careers by 2030, a 25% increase from projections two years ago. While some sectors like office support and customer service may see a decline due to AI automation, others like healthcare and STEM fields are expected to see significant growth. The challenge lies in ensuring proper training for workers to transition into these new roles.

  • Rewind: Rewind captures everything you’ve seen on your Mac and iPhone and makes it searchable with AI. Your colleagues will wonder how you do it all. (link)

  • Taskade: From marketing, sales, support, HR to startup, and agency work. Get things done 10x faster with AI-powered chat bot, project assistant, and workflow automation. (link)

  • Steve AI: Steve AI helps you make professional videos in minutes. (link)

Our database of all the best AI tools mentioned in our newsletter is coming soon!

Have cool resources or tools to share? Submit a tool or reach us by replying to this email (or DMing us on Twitter).

Prompt: A quaint Italian seaside village with colorful buildings, boats, and the reflection of the setting sun on the water, in the impressionist style of Claude Monet, with visible brush strokes and dappled light --ar 16:9 --q 2 --s 750

Prompt: A futuristic cityscape with towering skyscrapers, flying vehicles, and a diverse population of humans and robots, painted in a concept art style inspired by Syd Mead, with a focus on detail and realism --ar 16:9 --q 2 --s 750

That's a wrap for now!

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We appreciate your continued support, and we'll catch you in the next edition.