~/talk

Adapting to the Future of Work in Tech

Talkat TechLead Conference 2024 · on Saturday, 2024-06-15· at 12:55· [large-language-models, ai-assisted-development]

Claim: LLMs cannot be made factual and today they automate only a fraction of development work. Evidence: GitHub built a developer-driven AI-assisted workflow and co-pilot proves useful as a coding companion, but autoregressive models remain uncontrollable and prone to hallucination. Prediction: change is gradual over a 5–10 year horizon toward software 2.0 and model-driven systems. Recommendation: deepen math and systems fundamentals, treat AI as tooling not replacement.

AI-written summary · about

  1. 0:00Future of work in tech
  2. 2:16Past shaping software engineering
  3. 9:25Modern software engineering
  4. 13:13LLM limits in coding
  5. 16:26AI-assisted development future
  6. 21:24Creating versus discovering tech future
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