InfoQ

OpenAI Codex-Spark Achieves Ultra-Fast Coding Speeds on Cerebras Hardware

In a major shift in its hardware strategy, OpenAI launched GPT-5.3-Codex-Spark, its first production AI model deployed on ...
IEEE

Linked-Loop Codes for the Unsourced A- and B-Channels With Erasures

Abstract: The A-channel is a noiseless multiple access channel in which users simultaneously transmit $Q-$ ary symbols and the receiver observes the union of all ...
IEEE

Repo: Proactive Swapping Exploiting Loop Patterns in Modern Applications

Abstract: Modern data-intensive applications such as large language models already outrun affordable DRAM. Page swapping to fast SSDs or network-attached memory adds capacity, but existing operating ...
GitHub

Supercharge your Claude Code — Kill loops, save tokens, remember everything.

"Claude tried the same failing approach 15 times in a row. I watched it burn through my tokens doing the exact same thing over and over while I wasn't looking." Claude Code sometimes enters loops — ...
GitHub

An open-source production-ready, release-cycle threat modeling loop that detects logic bugs (replay attacks, race conditions, token/invite abuse) through pattern-based scanning ...

┌─────────────────────────────────────────────────────────────┐ │ run_threat_model.py │ │ (CLI Entry Point ...