Researchers propose a self-distillation fix for ‘catastrophic forgetting’ in LLMs

During training, the same model plays two roles. A teacher version is conditioned on both the query and expert examples. A student version sees only the query, reflecting real-world deployment. The student updates its...

New Python lock file format will specify dependencies

Python’s builders have accepted a proposal to create a universal lock file format for Python projects that would specify dependencies, enabling installation reproducibility in...

Beyond Logic: Rethinking Human Thought with Geoffrey Hinton’s Analogy Machine Theory

For centuries, human thinking has been understood through the lens of logic and reason. Traditionally, people have been seen as rational beings who use...

When AI nukes your database: The dark side of vibe coding

One July morning, a startup founder watched in horror as their production database vanished, nuked not by a hacker, but by a well-meaning AI...

MuleSoft gains Agent Scanners to rein in enterprise AI chaos

Simple yet foundational for CIOs Agent Scanners’ automated agent discovery ability, although deceptively simple, could be more foundational for CIOs trying to adopt agents in...

Inside OpenAI’s o3 and o4‑mini: Unlocking New Possibilities Through Multimodal Reasoning and Integrated Toolsets

On April 16, 2025, OpenAI released upgraded versions of its advanced reasoning models. These new models, named o3 and o4-mini, offer improvements over their...
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