Today’s Stack
We’re diving into the latest AI developments that are reshaping our digital landscape. From debunking prompt engineering myths to exploring next-gen media generation with Fal.ai’s $23M funding boost, we’ve got a packed issue that’ll keep you at the forefront of AI innovation.
- New AI Tools.
- AI Glossary Term of the Week.
- OpenAI Enhances ChatGPT with Advanced Voice Features.
- Next-Gen Media Generation
- OpenAI has released a new o1 prompting guide
- AI News Stack.
New AI Tools
- CVBee.ai: AI CV Maker Free Online
- LearnFast AI: The Ultimate Physics Solver Powered by Advanced AI
- Vidful.ai: Free AI Video Generator Online
- You.com – Enhance your productivity with AI
- Fal.ai – Next-Gen Media Generation
AI Glossary Term of the Week
Imagine if you combined a fortune teller, a chess grandmaster, and a supercomputer, then gave this entity the ability to not just predict the future, but to tell you exactly what to do to shape that future to your liking.
That’s prescriptive analytics in a nutshell. It’s like having a hyper-intelligent GPS for decision-making that not only tells you where you’re likely to end up but also suggests the best routes to get to your desired destination, complete with traffic forecasts, scenic detours, and coffee stops.
OpenAI Enhances ChatGPT with Advanced Voice Features
OpenAI is rolling out a significant upgrade to its Advanced Voice feature for ChatGPT, bringing a host of new capabilities to Plus and Team users. Here’s what you need to know about this exciting update:
New Features
- Custom Instructions: Users can now set specific guidelines for how Advanced Voice should interact, potentially allowing for more personalized conversations.
- Memory: The system can now remember context from previous interactions, enabling more coherent and continuous dialogues.
- Five New Voices: OpenAI has introduced a variety of new voice options, expanding the range of auditory experiences for users.
- Improved Accents: The system now offers enhanced accent capabilities in select foreign languages, adding more authenticity to multilingual interactions.
- Multilingual Apologies: In a quirky yet practical feature, Advanced Voice can now say “Sorry I’m late” in over 50 languages!
Rollout Process
- The update is being gradually released to all Plus and Team users over the course of the week.
- Users will receive a notification in the ChatGPT app when Advanced Voice becomes available to them.
Performance Improvements
OpenAI also highlights enhancements in:
- Conversational speed
- Overall smoothness of interactions
- Accent quality in various languages
What This Means for Users
This update represents a significant leap in ChatGPT’s voice capabilities, potentially transforming how users interact with the AI. The addition of memory and custom instructions could lead to more nuanced and context-aware conversations, while the expanded voice options offer greater personalization.
However, the geographical limitations highlight ongoing challenges in global AI deployment, possibly due to varying data protection and AI regulations across regions.
AI Startup Fal.ai Secures $23M to Power Next-Gen Media Generation
Fal.ai, a rising star in the AI-generated media space, has raised a whopping $23 million in funding. Let’s break down what this means for the future of AI-powered content creation.
What’s Fal.ai?
Fal.ai is a developer-focused platform that hosts AI models for generating audio, video, and images. But it’s more than just a hosting service – it’s a comprehensive toolkit for AI-powered media creation. Here’s what Fal.ai offers:
- Privately Managed Compute: Fal.ai provides the infrastructure to run AI models at scale. This is crucial for businesses that need to process large amounts of data or generate media content in bulk.
- Workflows for Running Models: They offer tools to streamline the process of deploying and running AI models, making it easier for developers to integrate AI into their applications.
- APIs for Open Source Models: Fal.ai hosts a variety of open-source models for image, audio, and video generation. This means developers can access cutting-edge AI capabilities without having to train or host the models themselves.
- High Performance: Their platform boasts high-speed inference, allowing for real-time media generation – a game-changer for interactive applications.
What Can You Do with Fal.ai?
The possibilities are vast, but here are some concrete examples:
- Image Generation: Create custom images on-the-fly for e-commerce product visualizations, graphic design, or content creation.
- Audio Synthesis: Generate human-like voices for audiobooks, voice assistants, or localized content.
- Video Creation: Produce video content automatically, potentially for personalized ads, educational content, or entertainment.
- Real-time Editing: Implement features like background removal, style transfer, or object insertion in photos and videos.
- Content Moderation: Use AI to detect and filter inappropriate content in user-generated media.
- Personalization: Create personalized visual or audio content for each user of your application.
While the growth and potential of Fal.ai are exciting, it’s worth noting that they take a hands-off approach to content moderation, leaving it up to the companies using their platform. As AI-generated content becomes more prevalent, how do you think we should approach the balance between innovation and responsible use?
OpenAI has released a new o1 prompting guide
The Rise of the “AI Gurus”
As AI language models gained popularity, a cottage industry of self-proclaimed “AI gurus” emerged, promising to unlock the full potential of these models through elaborate prompting techniques. Here’s how they built up the hype:
- Complexity as Expertise: These gurus often presented intricate prompting methods as secret formulas, implying that only those with special knowledge could truly harness AI’s power.
- Jargon Overload: Terms like “few-shot learning,” “zero-shot prompting,” and “chain-of-thought reasoning” were thrown around liberally, often without clear explanations of their actual benefits.
- Cherry-picked Results: Gurus would showcase spectacular results achieved through their methods, often without mentioning the numerous attempts or specific conditions required to produce them.
- Courses and Workshops: Many offered expensive courses or workshops promising to teach these “essential” skills, creating a sense of FOMO (fear of missing out) among AI enthusiasts and professionals.
- Overcomplicated Prompts: They promoted the use of lengthy, convoluted prompts, often including roleplaying elements or elaborate backstories for the AI.
The OpenAI Reality Check
Now, OpenAI, the creator of models like GPT-4 and GPTo1, has released new guidance that effectively debunks much of the prompt engineering hype.
- Shift to Simplicity: OpenAI advises keeping prompts simple and direct, contradicting the complex methods promoted by many “gurus.”
- Internal Reasoning: The new guidance suggests that these advanced models perform reasoning internally, making techniques like “chain-of-thought” prompting unnecessary.
- Efficiency and Accessibility: Simpler prompts lead to more efficient use of the models and make them more accessible to a broader audience.
While some aspects of prompt engineering aren’t entirely without merit, its importance was greatly exaggerated by those looking to profit from the AI boom. OpenAI’s guidance represents a reality check, reflecting the true advancement in AI capabilities.
Remember: The best approach is often the simplest one. Clear, concise communication with AI models, much like with humans, usually yields the best results. As we move forward, the focus should be on innovative applications of AI rather than elaborate prompting techniques.
Artificial Intelligence News Stack
James Manyika: ‘AI is not just generative AI‘ – Most things that people don’t think of as AI, are in fact AI. I’m always amazed when people think Google translate is not AI … AI is not just …
Meta’s going to put AI-generated images in your Facebook and Instagram feeds – Meta is rolling out a test that puts AI-generated images in your Facebook and Instagram feeds. Some of the images could include your face.
Google Paid $2.7 Billion To Bring Back an AI Genius Who Quit in Frustration – At a time when tech companies are paying eye-popping sums to hire the best minds in artificial intelligence, Google’s deal to rehire Noam Shazeer …
You.com founder talks the future of AI: Opening Bid – In the rapidly evolving landscape of artificial intelligence, 2024 is set to usher in a new era of AI agents collaborating with humans to enhance …
Behind OpenAI’s Audacious Plan to Make A.I. Flow Like Electricity – Sam Altman, OpenAI’s chief executive, is talking to the United Arab Emirates, Asian chipmakers and U.S. officials to expand the computing power …
Tecton Moves Mountains Of Data To AI Models Automagically – You know what the hardest thing about building an AI system is? No, it is not getting your hands on GPUs to do processing, and no it is not …
Meta’s AI can now talk to you in the voices of Awkwafina, John Cena, and Judi Dench – Meta is rolling out voice chat to Meta AI in apps like Facebook and Instagram, along with celebrity voices for them, as well as the ability to ask …
Using AI to repurpose existing drugs for treatment of rare diseases – The AI model, called TxGNN, is the first one developed specifically to identify drug candidates for rare diseases and conditions with no treatments.
