The Archive

GP-MLMPC: iterative Gaussian Process model learning for nonlinear control of batch processes.

Chinese semiconductor researcher Danhao Wang died at University of Michigan; Chinese government alleges hostile US law enforcement questioning preceded death.

Human-centered audit of eight Shapley value variants in high-stakes risk workflows reveals misalignment with practical utility.

Query Performance Prediction for selective execution of query variants in RAG pipelines reduces computational overhead.

Associativity-peakiness metric for clustering algorithm contingency table evaluation.

User reports Claude effectiveness for sysadmin tasks: log analysis, error detection, and automated remediation script generation.

DeepSeek v4 Flash outperforms Claude Haiku on tool-calling benchmarks in production chat system evals.

Reddit post comparing Claude API pricing to commodity wheat prices; anecdotal cost commentary without substantive technical or business insight.

Probabilistic framework for quality-driven selective mutation in deep learning testing combining realism and test guidance.

Adversarial malware generator for Linux ELF binaries achieves 67.74% evasion rate via semantic-preserving transformations.

Reddit user praises OpenAI's recent model releases and suggests the company is recovering trust after prior controversies.

Variational autoencoder model for long-term customer revenue forecasting from sparse transaction data in non-contractual settings.

Mixed membership sub-Gaussian extension of Gaussian mixture models for multi-component observations in genetics and text mining.

Beloved wolf gripped the nation after burrowing out of the zoo.

Framework identifying demographic unfairness in speech recognition embeddings via error typification across speaker groups.

Concept drift detection in malware classification using decision tree rulesets on EMBER2024 dataset across temporal windows.

Federated learning (FL) is no longer a research curiosity—it’s a practical response to a hard constraint: the most valuable data is often the least movable.... Federated learning (FL) is no longer a research curiosity—it’s a practical response to a hard constraint: the most…

Theoretical proof that replica threshold marks information-theoretic boundary for nonlinear quantum state moment estimation.

Markov chain analysis of Dante's Commedia reveals increasing graphemic memory from Inferno to Paradiso via V/C encoding.

Action-Conditioned World Models for cardiac dynamics using LeJEPA framework to detect pathological changes in physiological time-series.

We knew at some point Tim Cook would step down from his position as Apple's CEO. Over the last year, it has become increasingly obvious that John Ternus was his likely successor. The news this week was still a surprise, though - and this year's succession could lead to some…

LLM-powered rhetorical analysis of 100 YouTube transcripts on cow urine health claims, examining appeals to authority and conspiracy framing.

DeepSeek v4 Flash demonstrates strong tool-use accuracy and multi-tool calling in code editing tasks, but trades speed for reasoning depth.

NL2VC-60 dataset for verified code synthesis from natural language via Dafny formal verification of LLM-generated implementations.

LLM-as-Judge framework for math reasoning evaluation using semantic equivalence instead of symbolic comparison to handle diverse solution formats.

KL divergence benchmark comparing Gemma 4 and Qwen 3.6 with quantized KV cache compression (q8_0, q4_0).

Adaptive Head Budgeting reduces multi-head attention computation by dynamically deactivating heads based on task complexity and input requirements.

WassersteinGrad method explains neural network predictions in weather forecasting via gradient-based feature attribution for high-dimensional inputs.

Medical imaging models rely on nonrobust adversarial-vulnerable features for in-distribution accuracy, creating safety/robustness tradeoffs.