CommunityMar 12, 20262026-03-125 minVerified
Cash vs Unlimited AI Access: ROI Decision Framework
Compare monthly cash vs future unlimited generative AI using ROI, including review, security, and policy-compliance costs.
SourceMar 12, 20262026-03-124 minVerified
Measuring LLM Gaps With LatAm Context QA Benchmarks
A LatAm-focused QA set (26k+) links Wikidata and Wikipedia to measure LLM gaps by country and cultural context.
CommunityMar 12, 20262026-03-124 minVerified
Rethinking Research Automation Forecasts Beyond Speed And Accuracy Metrics
Don’t equate tokens/sec or speedups with research automation; fix success, time budget, retries, and verification to forecast.
SourceMar 11, 20262026-03-114 minVerified
LLM Orchestrates Superconducting Qubit Control And Measurement Experiments
Overview of an LLM framework that automates superconducting qubit control and measurement via schema-less tool generation, plus safety and logging needs.
SourceMar 11, 20262026-03-114 minVerified
Measure Generative Search Visibility as Distributions, Not KPIs
Because citations can be non-deterministic, treat visibility as a sampled distribution and compare it statistically over time.
SourceMar 11, 20262026-03-114 minVerified
Private Dataset Condensation for Classical Clinical Models
arXiv:2603.09356 discusses dataset condensation for medical data, extending to trees and Cox via DP and zero-order optimization.
SourceMar 11, 20262026-03-115 minVerified
Verifier Rewards With Executable Checkers For Multi-Turn Agents
Using executable per-instance checkers to provide verifiable rewards for multi-turn tool agents, reducing labeling while surfacing risks.
CommunityMar 11, 20262026-03-115 minVerified
When Prompts Shrink, Video Creation Becomes Pipeline Operations
As prompts shrink, video work shifts from generating to operating: lock identity with references, storyboard panel prompts, set multimodal priority rules, and track rights risk.
SourceMar 10, 20262026-03-104 minVerified
ABRA Learns Batch-Invariant Representations for Cell Painting Screens
ABRA applies adversarial learning to reduce batch effects in cell painting, balancing batch invariance with fine-grained class discriminability.
SourceMar 10, 20262026-03-104 minVerified
Consensus Sampling Fails Without Verifiers For LLM Truthfulness
Without external verifiers, polling/majority-vote consensus over many samples can miss truth, even at 25× inference cost, and reinforce shared misconceptions.
SourceMar 10, 20262026-03-104 minVerified
Using LIM Energy Lower Bounds in System Design
Discusses whether LIM learning-energy lower bounds should be design KPIs or only benchmarks, given ADC/DAC and calibration overheads.
SourceMar 9, 20262026-03-094 minVerified
Disentangling Tokenizer Bias From Backbone Capability In Forecasting
Separate time-series gains from LLM backbone ability versus tokenizer/decoder bias using controlled swaps and LLM-free baselines.
SourceMar 9, 20262026-03-094 minVerified
Dynamic Chunking for Efficient Diffusion Transformer Inference
Overview of dynamic chunking for Diffusion Transformers, adapting compute by timestep and spatial detail to improve the cost-quality tradeoff.
SourceMar 9, 20262026-03-094 minVerified
Treat Label Disagreement As A Product Requirement
Review across seven venues (2020–2025) argues consensus labeling can erase sociotechnical signals; proposes rules for distribution labels.
CommunityMar 9, 20262026-03-094 minVerified
When Long-Term Memory Hurts New Task Learning
Long-term memory can boost performance yet cause negative forward transfer as tasks evolve. Design deletion, summarization, and replacement policies.
SourceMar 8, 20262026-03-084 minVerified
Adult Mode Requires Age Assurance And Safety Architecture
Adult mode is not a toggle: it combines age estimation, age verification, youth safeguards, policy enforcement, and risk-based gating.
SourceMar 8, 20262026-03-085 minVerified
Estimating Rankings via Pairwise LLM Comparisons and MCMC
Instead of long one-shot rankings, use pairwise LLM judgments and Bradley–Terry with Bayesian MCMC to estimate ranks and uncertainty.
SourceMar 8, 20262026-03-084 minVerified
Learnable Pixel Weights For Controllable Medical Diffusion Pipelines
Summarizes LAW: learnable per-pixel loss reweighting to address spatial imbalance in medical diffusion and segmentation, improving FID.
SourceMar 7, 20262026-03-075 minVerified
Combustion Knowledgebase And QA Benchmark For LLM Pipelines
A 3.5B-token combustion knowledgebase and CombustionQA benchmark unify knowledge injection and evaluation into one pipeline.
SourceMar 7, 20262026-03-073 minVerified
EVMbench Benchmarks Detect Patch And Exploit Agent Workflows
EVMbench evaluates agent smart-contract security across detection, patching with tests, and exploit attempts in a sandboxed EVM.
SourceMar 7, 20262026-03-074 minVerified
SOLID Diffusion Learns Fields from Sparse Moving Sensors
SOLID proposes mask-conditioned diffusion to learn/evaluate spatiotemporal fields from sparse moving sensors without dense ground truth, emphasizing calibrated uncertainty.
SourceMar 6, 20262026-03-064 minVerified
Disentangling AI Introspection: Direct Access vs Inference Mechanisms
arXiv:2603.05414 splits AI introspection into probability-matching from prompt anomalies and direct access, cautioning against self-report in safety evals.
SourceMar 6, 20262026-03-063 minVerified
Cryo-SWAN Brings Voxel Density Maps Into 3D VAE
Cryo-SWAN is a voxel density-map VAE, reporting consistent reconstruction-quality gains across ModelNet40, BuildingNet, and ProteinNet3D.
CommunityMar 6, 20262026-03-064 minVerified
Designing AI Coding Quota Markets Under Terms Constraints
If/Then guide to AI coding quota marketplaces: structure roles, avoid key-transfer violations, and add SSDF-style verification.