Unverified50% confidenceOpinionExact time
As agents' code-generation capabilities strengthen, review and governance are becoming scarcer capabilities than generation
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/5/2026
First Seen
Valid until: 1/3/2027
Sources
Related Entities
Related Claims
UnverifiedA pragmatic authorization approach is to stratify by impact scope: granting Agents a higher degree of autonomy in personal branches and sandbox environments, with increasingly higher thresholds for human approval and validation the closer one gets to shared codebases and production environments.72% similarUnverified强制代码提交面临专有数据集、商业敏感数据、超大规模算力、知识产权政策以及审稿人负担增加等现实约束67% similarUnverifiedThe stronger the model's capabilities, the higher the potential risk of misuse, and there is a trade-off between capability leaps and safety governance.66% similarUnverifiedAs IaC can now be generated in seconds, the human role is shifting from executor to reviewer and decision-maker.65% similarUnverified推理能力越强的模型生成内容越详尽，单次交互token消耗随之攀升，形成「能力越强、消耗越大」的技术约束65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/976646API
curl https://kongchang.com/api/v1/knowledge/claims/976646MCP
get_claim(id=976646)