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Jack Houghton

Category Podcast Podcast

In The Loop Episode 1 | DeepSeek’s AI Breakthrough: Hype or Game-Changer? A No-Nonsense Breakdown

Table of contents
What is China’s DeepSeek Ai?
What did DeepSeek do different
How AI models are created and ran
What’s so great about DeepSeek?
Improvement #1: 8-bit floating-point numbers
Improvement #2: Compress key-value memory by 93%
Improvement #3: Predict multiple words at once
Improvement #4: Mixture of Experts (MoE)
Debate: Did DeepSeek use distillation?
How distillation works
What DeepSeek actually did…
What this means for AI
Why this was misunderstood
Why DeepSeek is a big deal
Reason #1: It's come at a time of big geopolitical tension
Reason #2: A new scaling law - AI Is moving from training to inference
Reason 3: Reduced costs through open-source and commoditized models
Reason #4: Big Techin frenzy: Is it time to go bigger and more expensive?
Market reaction, winners, and losers—My take
Why did DeepSeek affect NVIDIA?
Jack Houghton
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Category Blog Thought Leadership

What Is The Future Of Agentic AI: Eight Predictions From A CPO

Table of contents
Prediction 1 - The shifting landscape of work: augmentation vs. replacement
From executors to strategists
The emergence of agent managers
Upskilling and adaptability
Prediction 2 - The decline of traditional SaaS: The rise of vertical agents
From generic software to purpose-built AI agents
Prediction 3 - The importance of interface design as the next frontier: Managing human-AI collaboration
Conveying information from a human to an agent
Conveying information from an agent to a human
Prediction 4 - The rise of multi-agent systems: Truly scaling agentic technology and performance
Prediction 5 - The dark side of agents: Risks and ethical concerns
Prediction 6 - Experimentation in business models: Aligning pricing with value
Prediction 7 - GUI automation: Human-computer interaction
Prediction 8 - The Decline of Model Moats and Companies Focusing on the Application Layer
Conclusion
Jack Houghton
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