A Reddit thread argues programming may collapse into AI-generated binaries

Imaginary_Dinner2710 · reddit · 2026-08-04

A Reddit post argues that programming may eventually become a high-level specification process rather than writing source code, echoing Elon Musk’s claim that code could become like assembly and then disappear altogether.

The author compares this to embedded programming, where assembly survives only in niche cases, and asks whether future systems could generate binaries directly from text descriptions. The post also raises concerns about ambiguity, verifiability, model deception, and how much humans will still inspect code when agents become the primary interface.

The conclusion is that software work may move to a much higher abstraction layer within five years, possibly requiring new programming abstractions beyond today’s “ultra-high-level” languages.

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