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- 🤖 Twelve Labs's Next-Gen AI
🤖 Twelve Labs's Next-Gen AI
PLUS: Top Tips for Securing a Career in Artificial Intelligence
Hyrise AI
October 25, 2023
Welcome, AI Enthusiasts.
Twelve Labs, a San Francisco-based startup, is developing AI models that understand videos at a deep level. These models are designed to solve complex video-language alignment problems, enabling developers to create applications that can analyze and understand videos much like humans do.
And
While a formal education in computer science helps, experience often holds more value for recruiters in the AI field. Staying informed and improving your skills is crucial in this dynamic and evolving field. With determination and the right skills, a career in AI is within reach.
In today’s issue:
🤖 Twelve Labs Unveils Next-Gen Video Understanding Capabilities
🦾 Top Tips for Securing a Career in Artificial Intelligence
🛠️ 3 New AI tools
💻 Custom code in ChatGPT
🤖 3 Quick AI updates
Read time: 4 minutes.
LATEST HIGHLIGHTS
Image source: DALL-E
To recap: Twelve Labs, a San Francisco startup, is developing AI models that understand videos deeply, aiming to create an infrastructure for multimodal video understanding that can be used for various applications, from semantic video search to content moderation, and has recently secured $10 million in strategic funding from Nvidia, Intel, and Samsung Next to advance its video comprehension capabilities.
The details:
Twelve Labs is developing AI models for in-depth video understanding, enabling applications such as semantic video search and content moderation.
The company has secured $10 million in strategic funding from Nvidia, Intel, and Samsung Next to advance its video comprehension technology.
Twelve Labs' models integrate visual, audio, and speech components within videos and aim to address bias and fairness concerns in their models.
Here is the key takeaway: Twelve Labs, a San Francisco startup, is pushing the boundaries of video understanding with AI models that can analyze videos deeply, offering applications across various industries. With recent strategic funding from major tech players, the company is poised to advance its technology and bring powerful video comprehension capabilities to developers and businesses.
Image source: DALL-E
In Summary: Artificial intelligence (AI) is a rapidly growing field with ample career opportunities. To secure a job in AI, you need to develop technical skills such as programming languages (Python, C++, Java) and acquire knowledge in various AI domains.
Key points:
Develop technical skills in programming and key AI domains like machine learning, deep learning, natural language processing, and computer vision to secure an AI job.
Explore AI opportunities in industries like automotive, healthcare, banking, and retail, as AI is shaping various sectors.
Build a robust online presence, continuously upskill, and consider internships to gain experience and stand out in the competitive AI job market.
Remember that experience often holds more value than formal education in AI, so gaining practical experience and staying updated with evolving AI technologies are essential for a successful career.
Our thoughts: In conclusion, the AI job market is thriving, but it demands a proactive approach. Combining technical skills, industry exploration, online presence, and practical experience is the formula for a successful AI career in this dynamic and competitive field.
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AI DOJO
Step 1: Identify Educational Goals and Topics
Determine the specific subjects or topics in which you want to use ChatGPT-4 as a virtual tutor. Define clear learning objectives for students.
Step 2: Access ChatGPT-4 Platform
Access ChatGPT-4 through OpenAI's platform or API, ensuring you have the necessary tools and permissions to integrate it into your educational environment.
Step 3: Student Onboarding
Introduce students to the virtual tutoring system powered by ChatGPT-4. Provide instructions on how to interact with the AI tutor and access its assistance.
Step 4: Topic Selection and Query Submission
Instruct students to select a specific topic or subject they need assistance with. They can submit queries related to concepts, problems, or explanations.
Step 5: ChatGPT-4 Interaction
Students can engage with ChatGPT-4 by typing or speaking their questions. The AI tutor will respond with explanations, solutions, or clarifications based on the input.
Step 6: Clarification and Follow-up Questions*
Encourage students to seek clarifications or ask follow-up questions to deepen their understanding. ChatGPT-4 can provide additional information as needed.
Step 7: Practice Exercises*
Assign practice exercises or problems related to the topic. ChatGPT-4 can guide students through problem-solving steps and provide feedback on their solutions.
Step 8: Real-Time Assistance*
Ensure that ChatGPT-4 offers real-time assistance as students work through problems or study materials. This allows for an interactive learning experience.
Step 9: Assessment and Progress Tracking*
Implement a system to assess student progress and understanding. Track their interactions with ChatGPT-4 to identify areas where they may need additional support.
Step 10: Feedback Gathering*
Collect feedback from students on their experiences with ChatGPT-4. Ask for suggestions on how to improve the virtual tutoring system.
Step 11: Continuous Content Update*
Keep ChatGPT-4's knowledge base updated with relevant educational materials, textbooks, and resources to ensure it remains a valuable tutoring resource.
Step 12: Addressing Limitations*
Educate students about the limitations of ChatGPT-4 and its inability to replace human teachers entirely. Encourage them to seek human guidance for complex or critical topics.
Step 13: Accessibility and Inclusivity*
Ensure that the virtual tutoring system is accessible to all students, including those with disabilities. Provide alternative communication options as needed.
Step 14: Data Privacy and Security*
Implement robust data privacy and security measures to protect student information and interactions with ChatGPT-4.
Step 15: Monitoring and Evaluation*
Continuously monitor the effectiveness of ChatGPT-4 as a virtual tutor. Evaluate its impact on student learning outcomes and make adjustments as necessary.
QUICK BYTES
China's emergence as the world's largest consumer of semiconductors, surpassing its oil imports in U.S. dollar terms, signifies a strategic shift toward an innovation-driven economy. It highlights China's aspiration to establish itself as a leader in the global technology arena. This transformative shift carries far-reaching consequences for international trade, geopolitical stability, and the security of technology supply chains.
The California Department of Motor Vehicles (DMV) has suspended Cruise's deployment and driverless testing permits following an incident in which a pedestrian was hit by a human-driven car and subsequently stuck under a Cruise robotaxi. The DMV's decision, prompted by Cruise withholding video footage from the ongoing investigation, affects Cruise's robotaxi operations in San Francisco, highlighting concerns about the safety of autonomous vehicles and their compliance with regulatory requirements.
YouTube Music has introduced a feature allowing users to create customized playlist art using generative AI. This experimental feature is initially available for English language users in the United States, with plans to expand to other regions and languages. Users can select from various themes and prompts to generate unique cover art for their playlists, providing a more personalized experience. Additionally, YouTube Music plans to launch a feature on the Home tab to help users quickly access their recent favorites, making it easier to find and play their preferred music.
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