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A first draft isn't the workflow. Andrew Ng explains why outlining, researching and revising beats asking for one perfect answer. From his 2024 Sequoia talk. #AIWorkflows #AgenticAI
Vibe coding raises the floor. Agentic engineering keeps the professional quality bar intact. Karpathy on moving faster without handing away responsibility for the software. #AgenticEngineering #SoftwareQuality
Accenture describes a project that took two weeks to build and another twelve months to reach production. The bottleneck wasn't just writing code; it was getting the organization aligned. #EnterpriseAI #Delivery
A simple multi-agent pattern: an assembly line. Tina Huang walks through scanned documents becoming text, summaries, action items and saved data.
Do not stop when the code appears. Tina Huang's reflection example adds a specific review for correctness, style and efficiency, then a revision. Self-review is a step, not proof that code is correct.
A draft is not a finished workflow. Tina Huang explains the difference between asking for an essay in one go and outlining, researching, drafting and revising.
The concern is not just whether AI is conscious. It is using that debate to argue people should lose control of the future. Final part.
The line is simple: build AI for people, and keep the key decisions with people. Part 2 of 3. Next: where the consciousness debate gets dangerous.
The AI consciousness debate can turn into a debate about who controls the future. Part 1 of 3. Next: the line Sam Altman draws.