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.
Multimodal
Vision, audio, video, and models that understand more than text.
801 articles · Page 15 / 34
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Vision, audio, video, and models that understand more than text.
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CommunityMar 10, 20262026-03-104 minVerified
Designing Reproducible Rubrics for LLM Code Integration Evaluations
Move beyond context/output limits: evaluate LLM code integration with task decomposition, tool parity, and reproducible build/test rubrics.
SourceMar 10, 20262026-03-104 minVerified
RM-R1 Reward Models That Reason Before Scoring
RM-R1 proposes reward models that reason before scoring, reporting up to 4.9% gains on public RM benchmarks and highlighting safety evaluation gaps.
TrustedMar 10, 20262026-03-104 minVerified
Ulysses Sequence Parallelism for Long Context Training Efficiency
Ulysses splits sequences across GPUs and exchanges K/V via all-to-all to reduce long-context attention bottlenecks and track throughput.
CommunityMar 9, 20262026-03-094 minVerified
Copilot Cowork Shifts AI From Prompts To Workflows
Microsoft introduces Copilot Cowork as a research preview, focusing on long-running, multi-step work and human-in-the-loop execution.
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
Predictive Coding Networks: Fixed Points, Inference, Backprop Links
Overview of PCN: iterative inference, fixed-point convergence (dv≈0), links to backprop equivalence/approximation, and compute bottlenecks.
SourceMar 9, 20262026-03-093 minVerified
Prompt Group Training For Robust Text Guided Segmentation
Summarizes prompt group-aware training that aligns predictions across equivalent prompts, reducing variance and improving average zero-shot Dice.
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.
RoundupMar 8, 20262026-03-083 min
AI Resource Roundup (24h) - 2026-03-08
A curated link roundup from recently collected official updates and tech news.
CommunityMar 8, 20262026-03-084 minVerified
Beyond Benchmark Scores: Reproducible, Multi-Metric Model Evaluation
Why tiny benchmark gaps mislead: evaluation settings, reproducible logs, and multi-metric, roadmap-driven model selection.
CommunityMar 8, 20262026-03-085 minVerified
Combining LLM Agents With Science Models for Reliable Loops
A practical pattern: LLMs handle planning and interpretation, while science models provide constraint-based scoring and stopping gates.
SourceMar 8, 20262026-03-084 minVerified
Detecting UI Action Mismatches Beyond Schema Validation
Even schema-valid UI payloads can mislead via label-action mismatches and stealth bindings; add semantic alignment gates and anomaly detection.
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.
CommunityMar 8, 20262026-03-084 minVerified
When 4-Bit Quantization Beats FP16 Perplexity
Explain why 4-bit quantized models can show lower PPL than FP16, and outline a reproducible evaluation protocol.
CommunityMar 8, 20262026-03-085 minVerified
Why Custom Instructions Personas Drift Under Hierarchy
Model Spec’s chain of command can override custom instructions, causing persona and reasoning drift. Design priorities, exceptions, and fallbacks to improve reproducibility.
RoundupMar 7, 20262026-03-072 min
AI Resource Roundup (24h) - 2026-03-07
A curated link roundup from recently collected official updates and tech news.
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
Evaluating Zero-Shot MLLMs for Reliable Video Anomaly Alerts
Assesses zero-shot MLLMs for video anomaly detection, focusing on false alarms/misses, prompt specificity, 1–3s clips, and PR/F1 evaluation.
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
Gating Robot Autonomy Using Deep Perception Uncertainty Signals
SPIRIT uses deep perception uncertainty to gate shared autonomy, switching between semi-autonomous manipulation and haptic teleoperation.
CommunityMar 7, 20262026-03-074 minVerified
Designing Language for LLM Expectations and Verification
How to reduce anthropomorphism, overconfidence, and hallucinations by structuring work as claim-evidence-verification checklists.
SourceMar 7, 20262026-03-074 minVerified
LegalBench And Auditable Argumentation For Legal LLMs
How LegalBench evaluates legal LLM reasoning beyond accuracy, emphasizing justification and auditability through structured argumentation and governance.