Maurycy Blaszczak's Knowledge 🧠

  • AI & ML
    • LLM excels at a broad range of text generation use cases
    • Prompt engineering controls model's behavior
    • Text embeddings represent text in numerical form
    • The success of AI solution depends on clear goals and robust test cases
  • Business Strategy
    • Ability to capture the value depends on the perceived bargaining power
    • Because acquiring the right resources is usually due to luck, the goal is to build capabilities to identify and exploit opportunities
    • Business ecosystem consists of a customer, complements, and components
    • Companies should set their boundaries to optimize cost of owning a resource vs transaction costs
    • Company acquires and sustains the resources providing the competitive advantage through dynamic capabilities
    • Company has a competitive advantage due to Valuable, Rare, Difficult to Imitate, and Supported by Organization resources
    • Competition can be asymmetric in the cost of competing or being a competitor in the first place
    • Competitive behaviour is driven by awareness, motivation, and capability
    • Competitive system can be disturbed by disruptive innovation that happens at the bottom of the market
    • Competitors are companies that share the same markets and resources
    • Complements in consumption relate to each other in generic, unique, or supermodular ways
    • Complements in production relate to each other in generic, unique, or supermodular ways
    • Customers select products that offer the best value for money
    • Digitalization decreases transaction costs reshaping the boundaries of companies allowing to operate with little ownership, be more focused, and access high quality resources
    • Digitalization will require companies to develop the capability to coordinate across functions and companies
    • Dynamic capabilities adjust resources by integration, reconfiguration, and gain and release
    • Ecosystem bottlenecks constrain the growth and performance of the ecosystem
    • Good business model is aligned with company goals, self-reinforcing, and robust
    • Good competitor analysis is critical
    • Good strategy is resilient
    • In a business ecosystem, a company may pursue system, component, or bottleneck strategy
    • In business ecosystems, the success of actor A and B depends on success of actor B and C
    • In digital transformation, companies need to address limitations on true coordination and circular causality
    • In digitalization, companies should design products to gather context-aware data, develop analytics for such data, and manage digital ecosystem beyond their industry
    • Interplay between complements' relationships across consumption and production dimensions determines ecosystem complexity
    • Organization's resources & capabilities, processes, structure & systems, and culture must be aligned to its strategy
    • Strategy consists of arenas, vehicles, differentiators, staging, and economic logic
    • The first wave of digitalization was about improving products with digital technology and gathering analytics on product usage
    • The reaction to the competitive pressure depends on entry costs
    • The second wave of digitalization was about designing organizational boundaries and structures to digital technology and exchanging usage data with other companies to develop products across company boundaries
    • The usage of the dynamic capabilities depends on managers, who are responsible for sensing opportunities and threats, and exploiting & renewing resources
    • The velocity of competitors' reaction depends on how the company frames competitive behaviour in announcements
    • Value can also be created through the architecture of transactions
    • Value creation happens through Valuable and Supported by Organization resources and the value is superior due to Rare and Difficult to Imitate resources
  • General Management
    • Effective meetings depend on preparation, structure, and follow up
  • Maps of Content
    • AI & ML Map of Content
    • Business Strategy Map of Content
    • General Management Map of Content
    • Negotiation Strategy Map of Content
    • Organizational Leadership Map of Content
    • Research Methods Map of Content
  • Negotiation Strategy
    • Effective negotiation is driven by preparation, discussion, and assessment
    • Negotiation strategy consists of counterparties, leverage, staging, framing, and value sharing
    • Team negotiation is more effective than individual negotiation similarly to how ensemble model of weak learners is stronger than singular weak learner
  • Organizational Leadership
    • Organization should build capabilities while growing to keep growing
    • Organization should maintain performance and decision-making discipline
    • Organization should reduce complexity that gets in the way of getting things done
  • Research Methods
    • Effective interview protocols require structured preparation while maintaining conversational flexibility
    • Effective questionnaire design requires systematic attention to item construction and structural organization
    • Scale development requires systematic validation through literature, stakeholder input, and testing
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Maps of Content

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General Management Map of Content

General Management Map of Content

Effective meetings depend on preparation, structure, and follow up.


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