To teach in the time of ChatGPT is to know pain
LLM use is the most demoralizing problem I’ve faced as a college instructor.
GPT, Claude, Gemini, and other LLMs
LLM use is the most demoralizing problem I’ve faced as a college instructor.
Series B brings total funding to $68 million as brands rethink AI visibility.
Discover why small businesses need a GEO strategy to stay relevant and competitive as AI platforms transform the search landscape.
Abstract page for arXiv paper 2509.10625: No Answer Needed: Predicting LLM Answer Accuracy from Question-Only Linear Probes
Abstract page for arXiv paper 2509.05425: No Text Needed: Forecasting MT Quality and Inequity from Fertility and Metadata
Abstract page for arXiv paper 2511.10833: SURFACEBENCH: A Geometry-Aware Benchmark for Symbolic Surface Discovery
Abstract page for arXiv paper 2511.08939: TransactionGPT
Abstract page for arXiv paper 2507.05890: Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators
Abstract page for arXiv paper 2507.01335: LEDOM: Reverse Language Model
Abstract page for arXiv paper 2510.15165: Policy Transfer for Continuous-Time Reinforcement Learning: A (Rough) Differential Equation App...
Abstract page for arXiv paper 2506.17871: LLM Probability Concentration: How Alignment Shrinks the Generative Horizon
Abstract page for arXiv paper 2510.10902: Auditing Information Disclosure During LLM-Scale Gradient Descent Using Gradient Uniqueness
Abstract page for arXiv paper 2510.04573: LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
Abstract page for arXiv paper 2510.08646: Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
Abstract page for arXiv paper 2506.11103: You Only Fine-tune Once: Many-Shot In-Context Fine-Tuning for Large Language Models
Abstract page for arXiv paper 2509.23202: Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization
Abstract page for arXiv paper 2503.01804: $\texttt{SEM-CTRL}$: Semantically Controlled Decoding
Abstract page for arXiv paper 2509.07430: The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Lea...
Abstract page for arXiv paper 2503.03170: AttackSeqBench: Benchmarking the Capabilities of LLMs for Attack Sequences Understanding
Abstract page for arXiv paper 2502.08666: Hallucination, Monofacts, and Miscalibration: An Empirical Investigation
Abstract page for arXiv paper 2508.01077: The Lattice Geometry of Neural Network Quantization -- A Short Equivalence Proof of GPTQ and Ba...
Abstract page for arXiv paper 2410.04949: Leverage Knowledge Graph and Large Language Model for Law Article Recommendation: A Case Study ...
Abstract page for arXiv paper 2407.16893: The Price of Prompting: Profiling Energy Use in Large Language Models Inference
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