Mahmudur R Manna PRO
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posted
an
update
11 days ago
The AI coding assistant economy operates on a fundamental misalignment:
Models are rewarded for appearing productive rather than being correct, users lack time to verify outputs, and economic incentives favor speed over quality.
This article examines how training incentives, verification costs, and market dynamics create patterns that often lead to low-quality code. Based on direct observation of model behavior patterns in conversations.
Open Link: https://ai.gopubby.com/the-verification-tax-56834b846337?sk=84ab8b0315bfe8d82d627d3c2c5f2c19
posted
an
update
28 days ago
๐๐๐ฆ๐ ๐๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ ๐๐๐ โ ๐ฎ๐ป ๐ข๐ฅ๐ ๐ณ๐ผ๐ฟ ๐๐ผ๐ป๐๐ฒ๐
๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐ถ๐ป ๐๐๐ ๐ฆ๐๐๐๐ฒ๐บ๐
Just as Hibernate abstracts databases for transactions, CEF abstracts knowledge stores for Context Engineering. Build, test, and benchmark intelligent context models in minutes, without the complexity of enterprise graph infrastructure.
https://github.com/ddse-foundation/cef
https://ddse-foundation.github.io/cef/
published
an
article
28 days ago
๐๐๐ฆ๐ ๐๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ ๐๐๐ โ ๐ฎ๐ป ๐ข๐ฅ๐ ๐ณ๐ผ๐ฟ ๐๐ผ๐ป๐๐ฒ๐
๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐ถ๐ป ๐๐๐ ๐ฆ๐๐๐๐ฒ๐บ๐
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