AI strategy & adoption

Podcast

AI writing tools accumulate cognitive debt and erode thinking capacity

Deep Questions with Cal Newport June 30, 2025

---

AI strategy & adoption 9

Deep work & focus 7

Productivity & habits 6

• MIT study: AI-assisted writers showed 47% less brain activity
• Writing is cognitive weightlifting — outsourcing it makes you weaker
• Tech CEO AI panic headlines are hype driven by investor incentives

Read more →

AI strategy & adoption

YouTube

How consumer AI will evolve: product, distribution, and emotional relationships

Y Combinator June 27, 2025

---

AI strategy & adoption 9

Product-market fit 7

Growth hacking 6

• AI is shifting consumers from attention-based to relationship-based products
• Great products beat marketing tricks — there is no distribution shortcut
• Health and personal security are the highest-opportunity categories for consumer AI

Read more →

AI strategy & adoption

YouTube

Satya Nadella on AI strategy, compute, and the future of software

Y Combinator June 25, 2025

---

AI strategy & adoption 9

Founder interviews 6

Management 5

• Change management, not compute, is the biggest blocker to AI deployment
• Software engineering abstracts upward — the job becomes software architect
• AI needs social permission: prove real-world surplus or lose the mandate

Read more →

AI strategy & adoption

Podcast

GenAI gunslinging vs. architecting: when to use each approach

How I Work June 23, 2025

---

AI strategy & adoption 9

Processes & SOPs 5

• Quick prompting wastes time on complex tasks through endless refinement
• Architecting: align on goals and structure before generating anything
• Logic models (o3, o4) deliver noticeably better results with architecting

Read more →

Prompt engineering

Podcast

AI prompt engineering in 2025: What works and what doesn't

Lenny's Podcast Product Career Growth June 19, 2025

---

Prompt engineering 10

AI strategy & adoption 7

• Five core techniques remain essential: few-shot examples, decomposition, self-criticism, contextual information, and ensemble methods.
• Prompt injection will never be fully solved—it's unsolvable like social engineering, requiring lab-level innovations not external guardrails.
• As AI agents gain real-world autonomy, prompt security shifts from embarrassment to existential risk for finances, robotics, and infrastructure.

Read more →

AI tools & automation

YouTube

Software is changing again: Karpathy on LLMs, agents, and building for the AI era

Y Combinator June 19, 2025

---

AI tools & automation 9

AI strategy & adoption 9

MVP & prototyping 6

• LLMs are operating systems, not utilities — we're in the 1960s
• The generation–verification loop is the bottleneck every product must optimise
• Agents can't click: build your docs and APIs for LLMs now

Read more →

AI strategy & adoption

YouTube

Matching AI agent architecture to the right problem

Dylan Davis June 17, 2025

---

AI strategy & adoption 10

Processes & SOPs 6

• Multi-agent systems beat single agents by 80% — but only for research
• Coding agents fail when sub-tasks share dependencies; use single agents
• A three-question framework tells you which architecture fits your problem

Read more →

AI strategy & adoption

YouTube

How leaders can partner effectively with AI

Coaching for Leaders June 16, 2025

---

AI strategy & adoption 8

Identity & self-belief 6

Management 5

• Asking deeper, contextual questions is the core AI skill.
• Beginner's mind unlocks more value than domain confidence alone.
• Emotional intelligence now determines whether AI deployment builds or destroys trust.

Read more →

AI strategy & adoption

Podcast

Career and AI advice for the graduating class of 2025

Masters of Scale June 14, 2025

---

AI strategy & adoption 7

Resilience & grit 6

Identity & self-belief 5

• AI-native graduates hold a real edge over experienced colleagues — use it.
• Your first job doesn't define your career; strategic beats passionate.
• Comfort with 'I don't know' is more valuable than any credential.

Read more →

AI strategy & adoption

YouTube

Building practical AI in large organizations: a bridge, not a tool

Lean Startup Co. June 12, 2025

---

AI strategy & adoption 10

Management 6

• The missing role in most AI efforts is the bridge between business and tech.
• Spreading AI investment across too many initiatives guarantees none succeed.
• Data quality is the hidden foundation of user adoption, not a backend concern.

Read more →

AI strategy & adoption

YouTube

MCP in production: why it fails and how to use it safely

Dylan Davis June 10, 2025

---

AI strategy & adoption 10

Automation & tools 7

• MCP agents fail 20–50% of the time with today's best models.
• Four rules cut failure rate: fewer tools, human language, chaos limits, locked dangerous actions.
• Only coding, research, and triage have proven production-scale success today.

Read more →

AI strategy & adoption

YouTube

Google search is dead and IP is the last moat in an AI world

GaryVee June 10, 2025

---

AI strategy & adoption 9

Niche selection 6

Community building 5

• Google's intent-based search behaviour has already moved to AI tools.
• IP and NIL are the only assets AI cannot commoditise away.
• Distribution shifts — not the tech itself — predict who wins each era.

Read more →

AI strategy & adoption

Podcast

Anthropic's CPO Mike Krieger on AI timelines, product strategy, and the future of building

Lenny's Podcast Product Career Growth June 5, 2025

---

AI strategy & adoption 9

Product-market fit 7

Competitive analysis 6

• 90% of Anthropic's code is AI-written — bottlenecks have moved to alignment and merging
• Embedding product teams in model post-training yields far more leverage than UX work alone
• MCP's real goal: make every AI integration composable and reusable across all models

Read more →

AI strategy & adoption

YouTube

Mary Meeker's 340-slide AI report: key findings distilled

Dylan Davis June 5, 2025

---

AI strategy & adoption 9

Market research 7

Fundraising & VC 5

• Inference costs fell 105,000x — smarter AI is now nearly free to serve.
• Only 37% of US adults have ever used ChatGPT.
• Nvidia captures ~25% of all global data center capex spend.

Read more →

AI tools & automation

YouTube

Seven prompt engineering lessons from Claude 4's leaked system prompt

Dylan Davis June 3, 2025

---

AI tools & automation 10

AI strategy & adoption 8

Automation & tools 5

• Match tone and length to conversation type using style rules in your system prompt.
• Use a no/maybe/now decision tree to avoid unnecessary tool calls and latency.
• Reserve hard 'never' rules for legal or safety limits; default to positive instructions.

Read more →