📁 AI to revolutionize wealth management — Banks face new competition
Microsoft’s Martin Moeller says AI is shaking up wealth management, making banks sweat as startups move in. With firms like Klarna already replacing staff with AI and UBS seeing big productivity gains, the future looks automated.
Young investors want 24/7 AI advisors, and self-thinking “agentic AI” could be here in 2 years. Who needs a banker when your robo-advisor never sleeps?
Microsoft’s Martin Moeller says AI is shaking up wealth management, making banks sweat as startups move in. With firms like Klarna already replacing staff with AI and UBS seeing big productivity gains, the future looks automated.
Young investors want 24/7 AI advisors, and self-thinking “agentic AI” could be here in 2 years. Who needs a banker when your robo-advisor never sleeps?
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How to be a Prompt Engineer 101
The shortest and most comprehensive guide
1. start with an explanation
Make a denoscription and character situation at the beginning of the Prompt
Error example:
Please help me read the following code:
{your input here}
Correct example:
2. Prompt to describe the situation
In the prompt, it is necessary to describe the context, result, length, format and style as much as possible
Error example:
Write a short story for kids
Correct example:
3. gives output in the format
If you are doing data analysis, please give the input template of the format
Error example:
Extract house pricing data from the following text.
Text: """
{your text containing pricing data}
"""
Correct example:
4. Add some example questions and answers
Sometimes adding some question and answer examples can make GPT more intelligent
Correct example:
The question and answer example is also a standard template example in fine-tune
5. Simplify the sentence and clarify the purpose
Keep your words as short as possible and don't say useless content
Error example:
ChatGPT, write a sales page for my company selling sand in the desert, please write only a few sentences, nothing long and complex
Correct example:
6. Good at using introductory words
Error example:
Write a Python function that plots my net worth over 10 years for different inputs on the initial investment and a given ROI
Correct example:
The shortest and most comprehensive guide
1. start with an explanation
Make a denoscription and character situation at the beginning of the Prompt
Error example:
Please help me read the following code:
{your input here}
Correct example:
Now let's play the role, you are a senior information security engineer, I will give you a piece of code, please help me read the code and point out where there may be security vulnerable.
Text: """
{your input here}
"""2. Prompt to describe the situation
In the prompt, it is necessary to describe the context, result, length, format and style as much as possible
Error example:
Write a short story for kids
Correct example:
Write a funny soccer story for kids that teaches the kid that persistence is the key for success in the style of Rowling.3. gives output in the format
If you are doing data analysis, please give the input template of the format
Error example:
Extract house pricing data from the following text.
Text: """
{your text containing pricing data}
"""
Correct example:
Extract house pricing data from the following text.
Desired format: """
House 1 | $1,000,000 | 100 sqm
House 2 | $500,000 | 90 sqm
... (and so on)
"""
Text: """
{your text containing pricing data}
"""4. Add some example questions and answers
Sometimes adding some question and answer examples can make GPT more intelligent
Correct example:
Extract brand names from the texts below.
Text 1: Finxter and YouTube are tech companies. Google is too.
Brand names 2: Finxter, YouTube, Google
###
Text 2: If you like tech, you'll love Finxter!
Brand names 2: Finxter
###
Text 3: {your text here}Brand names 3:The question and answer example is also a standard template example in fine-tune
5. Simplify the sentence and clarify the purpose
Keep your words as short as possible and don't say useless content
Error example:
ChatGPT, write a sales page for my company selling sand in the desert, please write only a few sentences, nothing long and complex
Correct example:
Write a 5-sentence sales page, sell sand in the desert.6. Good at using introductory words
Error example:
Write a Python function that plots my net worth over 10 years for different inputs on the initial investment and a given ROI
Correct example:
# Python function that plots net worth over 10
# years for different inputs on the initial
# investment and a given ROI
import matplotlib
def plot_net_worth(initial, roi):❤3👍2
🔗 Ex-OpenAI tech chief poaches top researchers for new AI startup
Mira Murati, former OpenAI CTO, has launched Thinking Machines Lab—and she’s already raiding talent from OpenAI, Meta, and Mistral. Her startup is the latest in a wave of ex-OpenAI execs breaking away.
Murati is now raising funds to build a new AI powerhouse, competing with the very company she once helped lead.
The AI wars are heating up.
Mira Murati, former OpenAI CTO, has launched Thinking Machines Lab—and she’s already raiding talent from OpenAI, Meta, and Mistral. Her startup is the latest in a wave of ex-OpenAI execs breaking away.
Murati is now raising funds to build a new AI powerhouse, competing with the very company she once helped lead.
The AI wars are heating up.
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These Prompts can help you get your next dream job!
1. Practice Interview Questions:
- "ChatGPT, please ask me some common behavioral interview questions."
- "Can you give me an example of a challenging interview question and provide feedback on my response?"
2. Mock Interviewer:
- "ChatGPT, act as an interviewer, and ask me questions for a marketing manager position."
- "Please evaluate my answers and provide suggestions for improvement."
3. Research Company and Role:
- "What can you tell me about [Company Name]'s recent achievements?"
- "ChatGPT, help me understand the responsibilities of a software engineer at [Company Name]."
4. Behavioral Questions:
- "ChatGPT, let's practice answering a situational interview question. Describe a time when you faced a difficult deadline."
- "Can you help me structure my response to a behavioral question about handling conflicts in the workplace?"
5. Industry Insights:
"What are the emerging trends in the e-commerce industry?"
- "ChatGPT, tell me about the challenges faced by the healthcare sector."
6. Resume Review:
- "Please review my resume and suggest improvements to highlight my project management skills."
- "What are some effective ways to showcase my achievements in a sales resume?"
7. Interview Etiquette:
- "ChatGPT, provide tips on professional body language during an interview."
"What should I wear for a video interview? Any specific recommendations?"
8. Questions to Ask:
- "ChatGPT, help me generate a list of thoughtful questions to ask the interviewer about the company culture."
- "What are some good questions to ask about career growth opportunities in an organization?"
9. Handling Difficult Questions:
- "How can I effectively address a question about a gap in my employment history?"
- "ChatGPT, guide me on responding to a question about a challenging project I worked on."
10. Post-Interview Reflection:
- "ChatGPT, provide feedback on my overall performance in the interview."
- "Let's discuss my strengths and weaknesses based on my interview experience."
1. Practice Interview Questions:
- "ChatGPT, please ask me some common behavioral interview questions."
- "Can you give me an example of a challenging interview question and provide feedback on my response?"
2. Mock Interviewer:
- "ChatGPT, act as an interviewer, and ask me questions for a marketing manager position."
- "Please evaluate my answers and provide suggestions for improvement."
3. Research Company and Role:
- "What can you tell me about [Company Name]'s recent achievements?"
- "ChatGPT, help me understand the responsibilities of a software engineer at [Company Name]."
4. Behavioral Questions:
- "ChatGPT, let's practice answering a situational interview question. Describe a time when you faced a difficult deadline."
- "Can you help me structure my response to a behavioral question about handling conflicts in the workplace?"
5. Industry Insights:
"What are the emerging trends in the e-commerce industry?"
- "ChatGPT, tell me about the challenges faced by the healthcare sector."
6. Resume Review:
- "Please review my resume and suggest improvements to highlight my project management skills."
- "What are some effective ways to showcase my achievements in a sales resume?"
7. Interview Etiquette:
- "ChatGPT, provide tips on professional body language during an interview."
"What should I wear for a video interview? Any specific recommendations?"
8. Questions to Ask:
- "ChatGPT, help me generate a list of thoughtful questions to ask the interviewer about the company culture."
- "What are some good questions to ask about career growth opportunities in an organization?"
9. Handling Difficult Questions:
- "How can I effectively address a question about a gap in my employment history?"
- "ChatGPT, guide me on responding to a question about a challenging project I worked on."
10. Post-Interview Reflection:
- "ChatGPT, provide feedback on my overall performance in the interview."
- "Let's discuss my strengths and weaknesses based on my interview experience."
❤3
⚠️ O'Reilly Media, one of the most reputable publishers in the fields of programming, data mining, and AI, has made 10 data science books available to those interested in this field for free .
✔️ To use the online and PDF versions of these books, you can use the following links:👇
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0⃣ Python Data Science Handbook
┌ Online
1⃣ Python for Data Analysis book
┌ Online
🔢 Fundamentals of Data Visualization book
┌ Online
🔢 R for Data Science book
┌ Online
🔢 Deep Learning for Coders book
┌ Online
🔢 DS at the Command Line book
┌ Online
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┌ Online
🔢 Think Stats book
┌ Online
🔢 Think Bayes book
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❤4👍1
Mira Murati's new AI startup is set to be valued at $9 billion, sources say
Mira Murati, the former CTO of OpenAI, has launched a new startup called Thinking Machines Lab, which aims to raise $1 billion at a valuation of approximately $9 billion. Despite being less than a year old, the startup has garnered significant investor interest, particularly due to Murati's background in AI, including her work on ChatGPT.
Thinking Machines Lab focuses on making AI systems more accessible and customizable. Murati has assembled a team of engineers and researchers from OpenAI, Meta, and Anthropic to further this mission, positioning the lab as a key player in advancing AI technology.
Mira Murati, the former CTO of OpenAI, has launched a new startup called Thinking Machines Lab, which aims to raise $1 billion at a valuation of approximately $9 billion. Despite being less than a year old, the startup has garnered significant investor interest, particularly due to Murati's background in AI, including her work on ChatGPT.
Thinking Machines Lab focuses on making AI systems more accessible and customizable. Murati has assembled a team of engineers and researchers from OpenAI, Meta, and Anthropic to further this mission, positioning the lab as a key player in advancing AI technology.
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ChatGPT & Free AI Resources
🚨 Breaking: OpenAI just released GPT-4.5, the startup's largest AI model to date. Available now to Pro ($200/mo tier) users and developers on paid tiers via API. Everything else you need to know about the highly-anticipated launch⤵️⤵️
1/ GPT-4.5 is a leap forward in scaling unsupervised learning.
Reasoning models (like o1 + o3-mini) are great for STEM/logic.
Unsupervised learning increases world model accuracy and intuition — leading to better EQ and a broader knowledge base (and less hallucinations)
Reasoning models (like o1 + o3-mini) are great for STEM/logic.
Unsupervised learning increases world model accuracy and intuition — leading to better EQ and a broader knowledge base (and less hallucinations)
ChatGPT & Free AI Resources
1/ GPT-4.5 is a leap forward in scaling unsupervised learning. Reasoning models (like o1 + o3-mini) are great for STEM/logic. Unsupervised learning increases world model accuracy and intuition — leading to better EQ and a broader knowledge base (and less…
2/ OpenAI says early testers reported GPT 4.5 interactions feeling more natural and intuitive.
In human preference testing:
— 70.8% preferred GPT-4.5 for professional tasks
— 58.4% chose it for creative work
— 55.9% picked it for everyday queries
In human preference testing:
— 70.8% preferred GPT-4.5 for professional tasks
— 58.4% chose it for creative work
— 55.9% picked it for everyday queries
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ChatGPT & Free AI Resources
2/ OpenAI says early testers reported GPT 4.5 interactions feeling more natural and intuitive. In human preference testing: — 70.8% preferred GPT-4.5 for professional tasks — 58.4% chose it for creative work — 55.9% picked it for everyday queries
3/ With a focus on unsupervised learning over reasoning, 4.5 isn't a step up from previous models on math or science.
However, it does surpass o3-mini and o1 on SWE-Lancer, OpenAI's recently released freelance coding task benchmark
However, it does surpass o3-mini and o1 on SWE-Lancer, OpenAI's recently released freelance coding task benchmark
ChatGPT & Free AI Resources
3/ With a focus on unsupervised learning over reasoning, 4.5 isn't a step up from previous models on math or science. However, it does surpass o3-mini and o1 on SWE-Lancer, OpenAI's recently released freelance coding task benchmark
GPT-4.5 currently supports search, file/image uploads, and canvas for writing/code — no multimodal features like Voice Mode, video, or screensharing yet.
OpenAI expects to roll out the new model more broadly to Plus and Team plans next week.
The acceleration continues 🗣
OpenAI expects to roll out the new model more broadly to Plus and Team plans next week.
The acceleration continues 🗣
Developer: I trained AI. (2015) ✅
AI: Now I train you. (2024) 😂🔥
Free AI Resources: 👇
https://lnkd.in/dyEZQwXv
AI: Now I train you. (2024) 😂🔥
Free AI Resources: 👇
https://lnkd.in/dyEZQwXv
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