Joe Mwangi

@joemwangi.bsky.social

Scientist and a researcher. Love programming (Java, C), specifically graphics programming. Nuclear energy, clean energy supporter. Movies enthusiast! Love cats and dogs!

Lake Bogoria in Kenya‘s great rift Valley is a spectacular place to view flocks of up to 1.8 and 2 million lesser and greater flamingoes. The lakes high alkaline waters, foster massive blooms of blue green algae called spirulina which serves as a primary food source for these birds

the 'film is superior to digital because of film grain' folks: "Film grain equals cinema!" Christopher Nolan: "I want the least film grain possible."

Nolan on 60 minutes saying he chose to film is latest movie on IMAX film because it has "very little visible grain"

SHOCKER! For a simple piece of code like "Array.new(10_000_000) {Object.new}", JRuby 10.1 with JDK 26 and compact object headers uses LESS REAL MEMORY than CRuby 4.0. That's just crazy. Real parallel scaling AND lower memory use?!

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Many people still judge Java by its 2000-era type system. Historically Java prioritised practical affordances over clean formalism, which caused inconsistencies. Amber and Valhalla are tightening that model, and the type system may look very different in a few years, even better than some languages.

srrrse@without.boats · 5mo ago

This was unfair. What’s actually remarkable about Java is that all of its basic affordances are well chosen, and then implemented with completely wrong formalisms. This makes it the perfect inverse of Haskell, which has immaculate formalisms for god awful affordances.

This weekend, I've added a new feature on CERCA: Manual Reference Entry. If it cannot read your PDF, you can now paste the reference list directly and proceed with the analysis. It's available for download on SourceForge now. sourceforge.net/projects/cer...

CERCA

Download CERCA for free. CERCA – Citation Extraction & Reference Checking Assistant. CERCA is an open-source research tool that supports the verification of bibliographic references in scientific manu...

sourceforge.net

Unfortunately, this is no longer an isolated issue. Last week, reports indicated that NeurIPS, one of the world’s leading AI conferences, accepted papers containing 100+ AI-hallucinated citations. This problem is growing rapidly as generative tools become widespread in academic writing.

I developed CERCA, an open-source tool designed to help reviewers and researchers identify hallucinated or inconsistent references in academic manuscripts. I started this small project after discovering a hallucinated reference citing my own work.

screenshot of CERCA an open-source tool to help reviewers and researchers identify hallucinated or inconsistent references in academic manuscripts