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CetinLM 4.50B: Shaking the Foundations of Silicon Valley’s Brute-Force Myth

The era of corporate infrastructure intimidation is officially coming to a catastrophic end. Independent research laboratory Me Force Technology has successfully shattered the trillion-dollar…

  • CetinLM 4.50B model trained on single consumer GPU by Mert Çetin
  • Model processes over 4.50 billion tokens with first-party data
  • CetinLM achieves 0 errors in user-facing generation health test

Confidential Transfer - QA Test Report

Test Report Date : 9/22/2026 Prepared By : sgramkumar Environment : GitLab CI Runner (nix-debian) Network : xrpld devnet + private CI network Overview This report presents the results of QA testing…

  • Confidential Transfer test report prepared on September 22, 2026
  • Covers Confidential MPT feature for confidential amounts on ledger
  • 561 tests conducted, no critical open bugs reported

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