When the Model Is Confident and Wrong: A Practitioner Guide to LLM Output Reliability

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.
IEEE

Digital In-Memory Compute for Machine Learning Applications With Input and Model Security

Abstract: Digital in-memory compute (IMC) architectures allow for a balance of the high accuracy and precision necessary for many machine learning applications, with high data reuse and parallelism to ...
ZDNet

Anthropic's new Claude Fable 5 is the same base model as Mythos but with guardrails attached

Anthropic is releasing Claude Fable 5 for general users. Fable 5 uses Mythos-class power with safety controls. Pricing is about twice that of Claude Opus 4.8. Anthropic has announced a defanged ...
IEEE

Coherent Vector-Based Model Predictive Control With Zero-Sequence Component Injection for Three-Level NPC Inverter Fed PMSM Drives

Abstract: Conventional model predictive control (MPC), which selects one basic voltage vector through the enumeration process, exhibits relatively high output ripples. To enhance the control ...