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  • 🚀 Advancing Open-source Language Models with Mixed-Quality Data

🚀 Advancing Open-source Language Models with Mixed-Quality Data

Google lays off 30,000 staff

Author

Jane Lee
December 26, 2023

Plus: Top 100 People in AI

Read time: 5 minutes

Happy New Week!

We're excited to share a yearly summary featuring the top AI releases.

Besides, Deloitte AI Institute highlights the importance of ethical AI usage, while OpenChat’s Open-source Language Models (OLMs) set new AI training benchmarks with Mistral AI's tech.

Stay tuned for more insights!

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📈 AI Stock Daily

ai-stock

🔐 Deloitte's Framework for Trust in AI

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Source: Deloitte

Deloitte AI Institute's focus on ethics in generative AI stresses the need for responsible use and risk management.

Key Takeaways:

  • Deloitte's Lara Abrash and Beena Ammanath highlight managing generative AI risks as a priority.

  • The institute's report centers on Trustworthy AI, with a focus on fairness, reliability, and transparency.

  • Addressing the 'hallucination' risk is crucial for user trust in generative AI.

  • Deloitte emphasizes responsible governance in AI, discussing various trust domains.

  • The article spotlights the societal and ethical implications of AI, advocating for its responsible deployment.

Why it matters: Deloitte's guidance on ethical generative AI practices is essential in an era where AI's societal impact is increasingly scrutinized. Their focus on risk management and ethical governance serves as a blueprint for responsible AI innovation.

🚀 Advancing Open-source Language Models with Mixed-Quality Data

advancing-open-source-language-models-with-mixed-quality-data

Source: Open Chat

OpenChat leverages Mistral AI's 7B LLM and C-RLFT to set new standards in AI model training.

Key Takeaways:

  • OpenChat utilizes Mistral AI's 7B LLM.

  • Implements C-RLFT, a new reinforcement learning fine-tuning technique.

  • Collects mixed-quality data from sources like GPT-4 and GPT -3.5.

  • C-RLFT distinguishes between expert and sub-optimal data efficiently.

Why it matters: OpenChat's method could lead to significant advancements in AI, emphasizing the effective use of mixed-quality data and sophisticated training techniques.

💡 Sam Altman's AI Vision Turning Real

Sam Altman's vision of AI revolutionizing cost structures is more believable post-ChatGPT.

Key Takeaways:

  • Altman's 2021 AI prediction seems more likely now.

  • ChatGPT's success exemplifies AI's potential.

  • OpenAI's expected valuation is around $100 billion.

Why it matters: The unfolding of Altman's AI prediction, with ChatGPT's role, hints at a future with much lower technology and energy expenses.

🌐 Pioneers of AI: Insider's Top 100

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Source: Business Insider

Insider's AI 100 list unveils key figures who anticipated AI's rapid and inevitable rise.

Key Takeaways:

  • AI's swift emergence has been both startling and foreseen.

  • The AI 100 list celebrates those who predicted AI's impact.

  • Dr. Emily M. Bender calls for accountability in AI.

Why it matters: The AI 100 list sheds light on the individuals shaping AI's future, emphasizing the significance of responsible and ethical AI development.

🤖 Google's AI Shift Affects 30,000 Jobs

googles-ai-shift-affects-30000-jobs

Source: Mint

Google's new AI tools in ad sales lead to a large-scale workforce reorganization.

Key Takeaways:

  • AI advancements cause restructuring in Google's ad sales.

  • The need for specific ad sales roles diminishes due to AI.

  • Previously, Google made a significant layoff of 12,000 staff.

Why it matters: Google's move showcases how AI advancements can profoundly alter workforce requirements and business operations.

🌟 A Look at Midjourney's Path

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Source: r/midjourney

midjourneys-path

Source: Ruben Hassid

⚡ The AI Quick Hits

1. 🌭 World's 1st robot/AI restaurant opening (Read more)

2. 🎮 AI first controls minds in video games (Read more)

3. 👜 AI spots fake Louis Vuitton bags (Read more)

4. 🔮 6 key questions to shape gen AI's future (Read more)

5. 🚫 Concern rises on AI and 2024 election (Read more)

💸 Daily AI Fundraising

Arkon Energy secured $110M to expand its US bitcoin mining and launch an AI cloud service in Norway - Also supports a new AI project in Norway for generative AI and language model training.

Sehat Kahani, a Pakistani telehealth, raised $2.7 million in Series A funding -The new funding will enhance AI capabilities for predictive telehealth and precision medicine.

🏅 Top AI Tools

5 in Top 25 Most-upvoted Products of The Year by Product Hunt

  1. 🐱 AudioPen uses AI to transform unstructured audio notes into clearly summarized text.

  2. 🎉 Lottielab streamlines site animation, easily importing and animating files like SVGs and Figma documents.

  3. 🍕 AI Content Genie automates social media with weekly, editable AI-generated content for review and scheduling.

  4. 🌈 STORI AI automates brand identity creation, generating unique content for your website and social media.

  5. 🎸 Flowla is a platform that unites all sales-related links and documents into one collaborative space so your team can close deals more effectively.

New Empowered AI Tool

  1. 📚 SubtitleBee is an online tool that allows you to automatically add captions and subtitles to your videos in minutes.

  2. 🏆 Evoto algorithm creates incredible functions that free your mind from routine tasks.

  3. 🎁 Toplyne is a headless sales AI that works intelligently in the background to surface high intent pipeline for your sales team

  4. 🌺 Owlead is a Twitter growth service to help you get organically real Twitter followers for your business, effortlessly.

  5. 😄 Hint personalizes astrology with NASA data and expert insights for a unique horoscope experience

✏️ Tutorial: Craft An Avatar for Your Social Network

1 - Access “Avatar Craft” - A Custom GPT by AI Fire’s team member

tutorial-craft-an-avatar-for-your-social-network

2 - Enter your requests
→ You can give it a name for a demo
→ Demonstrate your avatar such as style, platform, …
(Currently, the Social Networks list includes 7: LinkedIn, Facebook, YouTube, TikTok, Instagram, WhatsApp, and X)
→ Hit “Enter” to generate and wait for magic

tutorial-craft-an-avatar-for-your-social-network-1
tutorial-craft-an-avatar-for-your-social-network-2

🎯 Top Groundbreaking AI Release of 2023

top-groundbreaking-ai-release-of-2023

💼 AI Jobs

  • InterSTEM: AI Solution Engineer (Link)

  • CareerAddict: AI Architect (Link)

  • Information Commissioners Office: Group Manager (AI Compliance) (Link)

  • Digital Waffle: Head of Artificial Intelligence (Link)

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