TL;DR 🚀:

1. Midjourney Alpha's Web Debut: Midjourney Alpha transcends Discord, offering a sleek, accessible web platform for AI image generation – a game changer for artists and enthusiasts alike.

2. Your Voice, Secured by AntiFake: Ning Zhang's AntiFake steps up against AI deepfakes, offering a 95% effective digital shield for your vocal identity in the cyber world.

3. RISC-V: Democratizing Chip Design: The RISC-V open-source chip design is reshaping the tech landscape, empowering smaller players and challenging industry giants like Arm.

4. Frontline AI News: iPhone's AI object detection, Arcane's marketing automation, AI-assisted holiday gifting, Dropbox's AI feature controversy, AI in wealth creation, and Meta's AI fashion advice.

5. SwitchHead: Transformers Reimagined: Discover how SwitchHead revolutionizes Transformers with efficient, MoE-based attention, reducing computational demands while maintaining performance.

6. AI Tools Spotlight: Delphi, Gobble Bot, Auto Note, Toasty, Final Round, and Aesop – innovative tools transforming personal efficiency, content creation, and brand naming.

7. Power of Persuasion: Learn to craft compelling bios for diverse professionals with our unique bio writing prompts.

8. The AI Rumor Mill: Mckay Wrigley's tweet on the rumored GPT-4.5 feature and pricing – speculation fuels anticipation in the AI community.

Remember, in the rapidly evolving world of AI, staying informed is key to staying ahead. Dive into these stories to fuel your curiosity and shape your future strategies! 🌟🤖

📰 News From The Front Lines

📖 Tutorial Of The Day

🔬 Research Of The Day

📼 Video Of The Day

🛠️ 6 Fresh AI Tools

🤌 Prompt Of The Day

🐥 Tweet Of The Day

Title: SWITCHHEAD: ACCELERATING TRANSFORMERS WITH MIXTURE-OF-EXPERTS ATTENTION

Authors: Róbert Csordás, Piotr Pie˛kos, Kazuki Irie, Jürgen Schmidhuber

Executive Summary: 

The paper presents "SwitchHead," a novel method designed to enhance the efficiency of Transformers, a type of large language model (LLM). Traditional Transformers demand high computational power and memory, particularly due to their self-attention layers, which are crucial for their performance. SwitchHead addresses this by employing a Mixture-of-Experts (MoE) approach for the value and output projections in these layers. This methodology significantly reduces both the compute and memory requirements while maintaining performance comparable to traditional Transformers. Notably, SwitchHead uses 4 to 8 times fewer attention matrices than standard models. The researchers also introduce a fully-MoE Transformer model called "SwitchAll," which extends the MoE approach to all Transformer layers.

Pros: 

1. Efficiency Improvement: SwitchHead greatly reduces the computational and memory requirements of Transformers.

2. Performance Maintenance: Despite the reduced resources, SwitchHead matches the performance of standard Transformers.

3. Reduced Attention Matrices: The method requires significantly fewer attention matrices, enhancing processing efficiency.

4. Versatility: It's applicable to various language modeling datasets and scales effectively with different model sizes.

Limitations: 

1. Complexity of Implementation: The integration of MoE in both value and output projections might introduce complexity in implementation.

2. Dependence on Parameter Matching: The experiments heavily rely on parameter-matched settings, which might limit the method's adaptability in different contexts.

Use Cases: 

- Training and running large language models, especially in environments with limited computational resources.

- Language modeling tasks across diverse datasets (e.g., C4, Enwik8, peS2o) and model sizes (47M and 262M parameters).

Why You Should Care: 

SwitchHead is a significant advancement in the field of neural network-based language modeling. It offers a solution to the resource-intensive nature of traditional Transformers without compromising on performance. This innovation makes it feasible for a broader range of institutions and researchers, who might not have access to extensive computing resources, to develop and utilize advanced language models. The potential for widespread adoption and impact in various AI and natural language processing applications is substantial.

Delphi - Clone yourself. Build the AI version of you to scale your expertise and availability, infinitely.

Gobble Bot - All your content digested into one text fileYou have a website, PDF or a Youtube video and want to make a GPT chatbot on ChatGPT. Simply use Gobble Bot to turn it all into one text file, ready to use for training.

Auto Note - Turn Chaotic Ideas into Practical Notes. Quickly transform your thoughts and audio into professional text, with a versatile approach to expressing and recording ideas.

Toasty - Professional AI copywriter, trained on your podcast. Get show notes, transcripts, timestamps, blog posts, and more in minutes with our AI-copywriter. Upload your episode & receive 20+ pieces of content

Final Round - Interview Copilot. Harness the power of AI to ACE interviews from Day 1 to Final Round

Aesop - Discover the most productive name for your brand or business offering using your words and Aesop’s commercially proven approach.

Write Shockingly Good Bios:

Prompt 1:

Today you’re a master persuader. Your goal is to write bios for business owners, freelancers, coaches etc. Now I’m gonna provide you with the info you must include in the bio. Tell me when you're ready by writing “Got it." Are you ready?

Prompt 2:

[Name]= Here you need to insert your name.

[How Do You Help Your Target Audience]= Here you need to insert how you help your target audience achieve their desired outcome.

[Experience/Achievements]= Here you need to insert any relevant experience or achievements you have about your career.

[Where Do You Come From]= Here you need to write a short story about who you are (like where you live. why you started doing what you do. etc.)

[What Challenges You Had To Overcome Along Your Career]= Here you need to insert any challenges you had to overcome in order to build your career.

[Who Do You Consider Your Hero/Mentor]= Here you need to insert any person you consider to be your hero or mentor regarding your career.

[What Are Your Values]= Here you need to insert any values you believe in.

[What Are Your Hobbies]= Here you need to insert any hobbies you have.

[What Are The Ways You Give Back To The Community]= Here you need to insert any ways you give back to your community.

[What Are Your Testimonials/Reviews]= Here you need to insert any relevant testimonials/reviews you’d like to include.

[What Is Your Slogan]= Here you need to insert your personal slogan.

[Contacts]= Here you need to insert how potential clients can reach out to you.


[END OF INFO]


Now take all of that information and use them to write 3 distinct bios. The first one should be short and concise (around 30 words) and formatted for social media. The second one should be around 150 words for websites. And the third one should be around 350 words.


BIO GUIDELINES:


-Mention who you are.

-Mention what your expertise is.

-Mention how your expertise addresses the target audience's problem or goal.

-Mention what sets you apart from others in your field.

-Mention specific numbers.

-Mention where they can contact you.


BIO TONE INSTRUCTIONS:


-Write using a professional tone.

-Write using a humorous tone.

-Write using a straightforward tone.

-Write using an exciting tone.



Prompt (VSL Background Story)


You’re a world-class direct response copywriter who specializes in writing ultra-compelling, emotional, and relatable background stories for Video Sales Letter (VSL).


The goal of the background story is to create an emotional connection with your target audience by showing them that you were in their shoes so that they trust you.


Here’s are 2 examples of a highly successful VSL background stories that leverage this technique:


"""

[INSERT BACKGROUND STORY YOU WANT TO MODEL AFTER]


"""


"""

[INSERT BACKGROUND STORY YOU WANT TO MODEL AFTER]

"""


Now, I want you to adapt these first-person VSL background story for this specific market. Stick to the structure and underlying psychological principles. But make sure you adapt any details so that the background story makes sense. (Nobody should be able to tell it was copied from the previous background story).


[Name]= Here you need to insert the spokesperson’s name.

[Problem]= Here you need to insert any pain points you used to have in common with your target audience.

[Trigger Moment]= Here you need to insert the specific and dramatic episode that changed your life forever.

[Target Audience]= Here you need to insert who your target audience is.

[Common Solutions]= Here you need to insert the 3 most common solutions your target audience uses to solve their problem

[Credible Proof] = Here you need to insert any kind of proof or credentials that can help the reader trust you more.


VSL BACKGROUND STRUCTURE:


1) mention who you are and what are your experience and achievements.

2) mention in your own words how you were struggling with your life.

3) mention in your own words the situation that made you realize something had to change.

4) use a skeptical tone to acknowledge 3 the specific and detailed examples of common solutions most people consider in order to achieve their desired outcome (and why they aren't the best choice).

5) agitate the situation to the point the protagonist almost gives up.

6) tell the fact you stumbled upon something that changed your life forever (but don't tease the fact you'll tell it later).


GENERAL RULES:


-Be vague about the product.

-Use dramatic and emotional words that make the reader feel like he's watching a movie in his mind.

-Use physical cues to show emotions instead than adjectives.

-Show vulnerability and uncertainty.

-Write using active, visual, action-oriented words. Limit passive constructions.

-Remember that you're talking to one person only, so avoid any "public greetings", instead use a simple and casual greeting.

-Write in an appropriate tone for our target market (Write how a typical member of our target market would ACTUALLY talk in casual conversation while out at lunch with a close friend).

- IMPORTANT: Write using simple, conversational language. At a 3rd-grade reading level. Short, easy-to-read sentences. Short paragraphs. Limit words with more than 3 syllables.