🌀 AI takes cancer screening to new heights!
How to add ChatGPT coding assistance to VSCode
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In Hangzhou, China, AI-enabled medical diagnostic tools are improving the accuracy of cancer screening and detection. These AI assistants help pathologists analyze tissue samples more efficiently and accurately.
In Today’s AI Daily:
- DeepSeek v3 advanced MoE model
- Microsoft and OpenAI defined AGI
- AI screening and detection of cancer
- Tutorial: How to add ChatGPT coding assistance to VSCode
- AI Tools & Prompts
DEEPSEEK
🤖 DeepSeek-V3: Advanced Mixture-of-Experts Language Model
Source: DeepSeek
DeepSeek-V3 is an advanced Mixture-of-Experts (MoE) language model developed by DeepSeek AI. It features 671 billion total parameters, 37 billion of which are activated per token. Building upon the architectures introduced in DeepSeek-V2, it incorporates Multi-head Latent Attention (MLA) and the DeepSeekMoE framework to enhance efficiency in both training and inference.
Key Highlights
- Innovative Architectures: DeepSeek-V3 utilizes MLA and DeepSeekMoE architectures, previously validated in DeepSeek-V2, to ensure economical training and efficient inference.
- Auxiliary-Loss-Free Strategy: The model introduces an auxiliary-loss-free approach for load balancing, optimizing performance without additional loss functions.
- Multi-Token Prediction Objective: To enhance the model's predictive capabilities, a novel training objective focusing on multi-token prediction is employed.
- Extensive Pre-Training: DeepSeek-V3 is pre-trained on 14.8 trillion diverse and high-quality tokens, followed by supervised fine-tuning and reinforcement learning stages to refine its performance.
Why It Matters: The development of DeepSeek-V3 represents a significant advancement in large-scale language models, offering enhanced efficiency and performance. Its innovative architectures and training strategies contribute to more effective natural language processing applications, potentially benefiting various sectors that rely on advanced AI capabilities.
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OPENAI
✨ Add ChatGPT Coding Assistance to Visual Studio
ChatGPT’s new Work with Apps feature lets you connect your code editor directly with AI assistance to get more accurate and contextual coding help.
Step-by-step:
- Open ChatGPT for macOS and enable "Work with Apps" in Settings.
- Install the VS Code extension via the VSIX file (you can find the download here).
- Connect VS Code through the Work with Apps menu.
- Start coding with AI-powered assistance!
Pro Tip: Keep your code visible alongside ChatGPT for the most contextual and accurate suggestions.
MICROSOFT
📈 Microsoft and OpenAI Define AGI with Financial Benchmark
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Source: Getty Images
Microsoft and OpenAI have established a financial criterion for achieving artificial general intelligence (AGI), setting a benchmark of $100 billion in profits to indicate AGI realization.
Key Highlights:
- Financial Definition of AGI: In a 2023 agreement, Microsoft and OpenAI defined AGI as a system capable of generating $100 billion in profits, providing a quantifiable target for this advanced AI milestone. 
- OpenAI’s Public Definition: OpenAI publicly describes AGI as “a highly autonomous system that outperforms humans at most economically valuable work. " Its nonprofit board is responsible for determining when AGI has been achieved. 
- Exclusion from Commercial Terms: The agreement specifies that AGI systems are excluded from intellectual property licenses and other commercial terms with Microsoft, which apply only to pre-AGI technology. 
- Projected Financial Trajectory: OpenAI anticipates significant financial growth, projecting $100 billion in revenue by 2029, despite expected cumulative losses of approximately $44 billion between 2023 and 2028. 
- Leadership Perspective: OpenAI CEO Sam Altman has expressed the belief that AGI will be realized sooner than generally expected, indicating a more accelerated timeline for this technological advancement.
Why It Matters: Establishing a financial benchmark for AGI underscores the economic significance of achieving this artificial intelligence level. By quantifying AGI in terms of profit generation, Microsoft and OpenAI highlight the anticipated transformative impact of AGI on various industries and the global economy. This approach also reflects the strategic planning and investment considerations in pursuing advanced AI capabilities.
THE AI DAILY PICKS
⚠️ Double Downtime: ChatGPT & Sora Crash Again
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Source: Getty Images
🔌 ChatGPT Outage: OpenAI reported that ChatGPT, its API access, and Sora (its AI video generator) experienced a brief outage on December 27. After a few hours of downtime, the company said services had been restored.
🤖 Freshworks AI Integration: Following CEO Girish Mathrubootham's departure, Freshworks, a major SaaS company, is moving forward with AI integration. The company is focusing on implementing AI in its application layer to provide value to customers. For example, it reduced turnaround time by 57% using GenAI for conversation summarization.
🏆 Japan AI Awards: In collaboration with Nikkei Business, the General Incorporated Association Generative AI Japan announced the 2024 Japan Generative AI Award winners. Nagoya Railroad Co., Ltd. won the Grand Prix for its project utilizing Generative AI across three layers of its organization.
💰 Nodepay Funding: Nodepay, a decentralized AI platform, has raised $7 million to power AI growth with real-time data infrastructure.
🩺 Cancer Detection AI: In Hangzhou, China, AI-enabled medical diagnostic tools are improving the accuracy of cancer screening and detection. These AI assistants help pathologists analyze tissue samples more efficiently and accurately.
TOOL OF THE DAY
🛠️ Powerful AI Tools You Should Know!
🎙️ Podcastle: AI-driven studio-quality recording with up to 10 participants on separate tracks.
🔐 Firefiles: Secure file sharing, real-time collaboration, and encryption.
🧠 Genei: AI-powered research tool that summarizes articles and extracts key info.
🎼 Aiva AI: AI-generated music in classical, pop, jazz, and cinematic styles.
🔊 Play.ht: 900+ natural-sounding text-to-speech voices in multiple languages.
PROMPT OF THE DAY
🗒️ Organize Meeting Notes
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