The two-pass compiler is back – this time, it’s fixing AI code generation

A quick refresher Early compilers were single-pass: read source, emit machine code, hope for the best. They were fast but brittle—limited optimization, poor error handling, fragile output. The industry’s answer was the multi-pass compiler, and it...

AI supercharges DNA data retrieval, making it 3,200 times faster

Researchers around the world are embracing DNA-based storage right now. Mixing digital data and biology could bridge the best of both worlds, though a...

TypeScript 5.9 supports deferred module evaluation

The preview of the expandable hovers feature, meanwhile, offers “quick info verbosity.” Developers using an editor like Visual Studio Code now will now see...

How to create your own RAG applications in R

Figure 4: Results when using ellmer to query a ragnar store in the console. The my_chat$chat() runs the chat object’s chat method and returns results...

How to advance a tech career without managing

Technical mastery once guaranteed advancement. For engineers, data scientists, designers, and other experts, the career ladder used to be clear: learn deeply, deliver reliably,...

AI benchmarking tools evaluate real world performance

In addition, he said, the models themselves “have progressed significantly over the last two-to-three years, and this means that the evaluation criteria need to...
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