Technology / Research & Papers

Technology / Research & Papers
I Implemented the Self-Consistency Paper From Scratch. Here Is Where It Helps and Where It Does Not.
Jun 7, 2026Article
Self-consistency (Wang et al., 2022) is cited in 8,000 papers and used in almost zero production systems I know. I imple
Read more →
Technology / Research & Papers
From Leaderboard to Latency: I Turned a Research-Grade Model Into a Service and Measured Everything
Apr 23, 2026Article
I took a newly released research model, deployed it in the cloud, and benchmarked real-world latency, cost, and reliabil
Read more →
Technology / Research & Papers
From Attention to Inference: Three Papers That Will Reshape Enterprise AI Architecture in 2026
Apr 18, 2026Article
Academic research usually takes years to reach production—but three recent papers have immediate architectural implicati
Read more →

I Implemented the Self-Consistency Paper From Scratch. Here Is Where It Helps and Where It Does Not.