Unverified50% confidenceFactExact time
In coding, web, office and legal scenarios, the runtime-evolving harness beat the static harness in every domain, including unmodified Claude Code and Codex.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/24/2026
First Seen
Valid until: 1/22/2027
Sources
Related Entities
Related Claims
UnverifiedAfter the models behind tools such as Codex and Claude Code complete major iterative upgrades, 'writing code' shifts from high-value labor to low-value labor.67% similarUnverifiedTools such as Codex and Claude Code will not cause programmers to disappear, but will instead shift programmers' responsibilities toward subsequent review and optimization65% similarUnverifiedCodex展现的是从需求拆解到调试修复的完整工程闭环，业内称之为Agentic Coding65% similarUnverifiedThe UP host proposes using Codex to complete the entire research workflow—finding source code, setting up the environment, running experiments, making comparisons, writing, and creating figures—with the human only directing and not writing any code.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1093661API
curl https://kongchang.com/api/v1/knowledge/claims/1093661MCP
get_claim(id=1093661)