AI Update Product Managers [One Place Solution]

Key AI Large Impacting Applications & their LLMs :

OpenAI ChatGPT

Microsoft

Google Gemini

Meta AI using Llama 3 version

IBM Watson

Comparison

https://www.techtarget.com/searchenterpriseai/tip/Gemini-vs-ChatGPT-Whats-the-difference

https://www.zdnet.com/article/chatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot/

Zone 1 [LLM Foundation] - > Zone 2 [General Use cases] -> Zone 3 [Specific Recommendations] -> Zone 4 [Notable LLMs] -> Zone 5 [Foundation Tooling] -> Zone 6 [End User UIs]

Google announcements : Focussed on Software, OS Product Feature Integration
Ask Photos, Gemini in Gmail, Gemini Nano for Chrome, Gemini Android for google applications - Maps, search, Youtube
https://techcrunch.com/2024/05/14/google-i-o-2024-everything-announced-so-far        

Apple AI Announcements : Focussed on the chip to software making
https://techcrunch.com/2024/05/07/apple-teased-ai-improvements-including-the-m4s-neural-engine-at-its-ipad-event/        

Meta AI Announcements : Focussed on AI assistant to Gaming, VR, Metaverse
https://about.fb.com/news/2024/04/meta-ai-assistant-built-with-llama-3/        

Key LLM Models :

Key Skills to know for PMs, Designers :

Prompt Engineering : https://www.datacamp.com/blog/what-is-prompt-engineering-the-future-of-ai-communication

Tools knowhow :

• Cloud Fundamentals for Azure, AWS, GCP
• Data Science Fundamentals with Supervised, Trained models
• Various ML Algorithms & which one to select

Use case wise applications :

Banking, FMCG, Telecom & Most large Industry Applications : Customer Services & Using GenAI Arts for Marketing creatives

Consultancy, Product/Project Management, Analytics Related : Validation of use cases/wireframes/PRDs, documentation, Email conversation

Content Management : Translation, GenAI

Some Key Innovations to Keep an eye on :

Microprocessors GPU -> Devices -> OSes -> More efficient AI AppsEmpowering Microprocessors technology to enhance hashtag#GPU power to process faster hashtag#text hashtag#image consumption & bring more accurate results.Next how these will function across various handheld, stationary, wearable devices is the topic for search!

Responsible AI Practices : https://www.datascience-pm.com/achieving-responsible-ai/
Its important to manage the hallucinations + Dark Patterns possibilities arising from Artificial Intelligence        

Courses :

https://www.deeplearning.ai/short-courses/llmops/

https://online.duke.edu/course/ai-product-management/

https://www.coursera.org/search?query=AI

Further ways to upgrade in AI :

Bootcamps : https://bootcamprankings.com/best-artificial-intelligence-bootcamps/

Freelancing : https://www.upwork.com/freelance-jobs/artificial-intelligence/

Competitions : https://www.kaggle.com/competitions

Opensources : https://www.freecodecamp.org/news/open-source-ai/

Communities : https://community.upwork.com/t5/AI-Machine-Learning/bd-p/AIMachineLearningforum-board

References :

https://medium.com/beyond-the-build/unlocking-the-power-of-ai-in-product-management-a-comprehensive-guide-for-product-professionals-53198782153e

https://www.dhirubhai.net/pulse/rise-ai-product-manager-6-key-skills-one-aseem-dokania/

https://scalable.news/p/ai-for-startups-and-product-people

https://aman.ai/primers/ai/

https://aman.ai/primers/ai/LLM/#leaderboards

https://www.productplan.com/learn/ai-product-management/

PS : I also happen to function a community for AI & Product management with Ayushi Agarwal - feel free to join