📈 China's Economy - Manufacturing and Non-Manufacturing PMIs
This report presents July's Purchasing Managers' Index (PMI) data for China, indicating a contraction in both manufacturing and non-manufacturing sectors.
Key Points:
• Manufacturing PMI fell to 49.2 in July, marking the first reading below 50 since February.
• A PMI reading under 50 suggests economic contraction.
• Non-manufacturing PMI decreased to 49.0, its lowest since December 2022.
🔗 Resources:
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💡 Historical AI Insight - Francois Fleuret Quote
This item references a historical quote from Francois Fleuret regarding the early days of deep learning and its perceived limitations.
Key Points:
• The quote highlights past skepticism about deep learning's capabilities.
• Fleuret noted early deep learning primarily handled small, structured tasks.
• The sentiment was that deep learning required specific architectural work per problem.
• This perspective predates many current general-purpose AI models.
🔗 Resources:
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🤖 AI Agents - Kimi Architecture Insights
This content promotes a discussion about the AI agent architecture used by Kimi, explained by its founder. It offers an opportunity to learn about designing AI agents from a practitioner's perspective.
Key Points:
• The session covers the specific architecture used for Kimi's AI agents.
• The explanation is provided directly by the company founder.
• This presentation focuses on practical implementation details.
🔗 Resources:
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🗓️ ECCV ILR+G Workshop - Student Support Grant Deadline Extension
The application deadline for the Student Support Grant for the ILR+G Workshop at ECCV has been extended. This provides applicants with additional time to submit their requests.
Key Points:
• The deadline for the Student Support Grant application is extended.
• The new submission deadline is August 2, 2026.
• The grant supports student attendance at the ILR+G Workshop.
🚀 Implementation:
- Access the application form via the provided link.
- Complete and submit the grant application before the new deadline.
🔗 Resources:
• Google Forms ↗ - Application form for the Student Support Grant.
🤖 AI Models - DeepSeek V4 Flash Performance Comparison
AikidoSecurity evaluated the DeepSeek V4 Flash model, finding its performance comparable to GPT 5.6 Sol and Kimi K3, but at a reduced operational cost.
Key Points:
• DeepSeek V4 Flash exhibits performance similar to GPT 5.6 Sol and Kimi K3.
• The DeepSeek model operates at a lower cost than its comparable counterparts.
• AikidoSecurity, a company in AI security, conducted this evaluation.
🔗 Resources:
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• AikidoSecurity ↗ - Company using AI for security and pentesting.
🔬 AI Research - Biotechnology Applications
An AI researcher shares their experience transitioning into biotechnology, focusing on developing new AI models for biological systems at Ingenix.
Key Points:
• The researcher transitioned into biotechnology as an AI researcher.
• Their work involves creating AI architectures to model biological systems.
• The role offers opportunities for innovation in applied AI.
🔗 Resources:
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