Papers Mache - DEV Community

Papers Mache

Aug 25

Larger LLMs generate more toxic content

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2

2 min read

Papers Mache

Aug 24

AI/ML Research Digest — Aug 22, 2026

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3 min read

Papers Mache

Aug 23

Skill Entropy reward boosts multi-skill reasoning

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2 min read

Papers Mache

Aug 23

Peer Selection Cuts Regret in Multi‑Agent Coordination

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2 min read

Papers Mache

Aug 23

Closed‑loop detection improves attribution accuracy

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2 min read

Papers Mache

Aug 23

Expert-locality-aware decode routing reduces MoE serving latency

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2 min read

Papers Mache

Aug 23

Uncertainty‑guided distillation improves student efficiency

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2 min read

Papers Mache

Aug 22

Adaptive compute techniques yield significant inference speedups across models

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2 min read

Papers Mache

Aug 22

ReBA routing balances multimodal experts losslessly

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2 min read

Papers Mache

Aug 22

Simple BM25 outperforms agents on large corpora

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2 min read

Papers Mache

Aug 22

Test‑time geometry constraints tighten vision model predictions

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2 min read

Papers Mache

Aug 22

Template tokens enable head pruning

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2 min read

Papers Mache

Aug 22

VideoChat3 and RoboTTT Use Separate Transformer Backbones for Video Chat and Robot Policies

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2 min read

Papers Mache

Aug 21

World‑to‑Wrist: Task‑Conditioned Wrist Modeling for Fine‑Grained Robot Manipulation

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2 min read

Papers Mache

Aug 21

Segment‑level consolidation reduces construction tokens by up to ~86% with modest throughput gains

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2 min read

Papers Mache

Aug 21

Proactive memory stops long‑horizon drift

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2 min read

Papers Mache

Aug 21

SkewAdam cuts training memory over 60%

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2 min read

Papers Mache

Aug 21

Distilled Chain‑of‑Thought Can Be Gaming Exploited

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2 min read

Papers Mache

Aug 21

Vision‑language models cap at sixty percent accuracy

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2 min read

Papers Mache

Aug 21

Self-supervised skill rubrics cut LLM agent failures

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2 min read

Papers Mache

Aug 20

Instruction tuning harms confidence calibration

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2 min read

Papers Mache

Aug 20

Sparse Delta Memory multiplies hidden capacity

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2 min read

Papers Mache

Aug 20

Byte‑Exact KV Cache Grafting Gains 12% Accuracy

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2 min read

Papers Mache

Aug 20

Migration-aware scheduling reduces worst-case streaming video latency by up to 38%

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2 min read

Papers Mache

Aug 20

Hybrid attention reduces compute cost while preserving quality

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2 min read

Papers Mache

Aug 20

FactorJEPA learns traffic scenes from few labels

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1 min read

Papers Mache

Aug 20

Training VLMs to absorb tools eliminates dependency

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2 min read

Papers Mache

Aug 19

Mixture-of-Experts make multilingual retrieval cheap

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2 min read

Papers Mache

Aug 19

LLM‑generated pruning slashes multimodal FLOPs ninefold

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2 min read

Papers Mache

Aug 19

Recursive verification loop improves reasoning performance

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2 min read

Papers Mache

Aug 19

Graph-native RL phases make scientific hypotheses traceable

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2 min read

Papers Mache

Aug 19

Looped Transformers Double Depth Without Extra Memory

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2 min read

Papers Mache

Aug 19

Provenance frameworks for multimodal agentic reasoning

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2 min read

Papers Mache

Aug 19

8‑bit model runs 1.2B‑parameter music on Pi

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2 min read

Papers Mache

Aug 18

Tiny adapter matches 32B model performance

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2 min read

Papers Mache

Aug 18

EnvACE trains tool-use without real environments

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2 min read

Papers Mache

Aug 18

Evolutionary selection boosts LLM agent performance

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3 min read

Papers Mache

Aug 18

Adaptive tool selection cuts agent cost tenfold

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2 min read

Papers Mache

Aug 18

Rerankers overlook 55% coordination failures

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2 min read

Papers Mache

Aug 18

Distillation replaces RL for exploration gains

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2 min read

Papers Mache

Aug 18

Fixed‑Answer Bias Emerges Before LLM Reasoning

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2 min read

Papers Mache

Aug 17

AI/ML Research Digest — Aug 15, 2026

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4 min read

Papers Mache

Aug 17

Adversarial Drift Derails Imagined Futures in Multimodal Agents

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2 min read

Papers Mache

Aug 17

Zero-Mem reduces memory‑operation token use and inference time

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2 min read

Papers Mache

Aug 17

Decodability supervision erases hidden private codes

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2 min read

Papers Mache

Aug 17

LLMs reconstruct only 27% of ideas

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2 min read

Papers Mache

Aug 17

Contamination inflates macro‑F1 by eleven points

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2 min read

Papers Mache

Aug 17

One-step diffusion reaches ImageNet quality

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2 min read

Papers Mache

Aug 16

AI/ML Research Digest — Aug 02, 2026

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3 min read

Papers Mache

Aug 16

AI/ML Research Digest — Jul 05, 2026

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4 min read

Papers Mache

Aug 16

AI/ML Research Digest — Jul 12, 2026

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4 min read

Papers Mache

Aug 16

AI/ML Research Digest — Jul 19, 2026

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4 min read

Papers Mache

Aug 16

AI/ML Research Digest — Jul 26, 2026

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3 min read

Papers Mache

Aug 16

AI/ML Research Digest — Aug 09, 2026

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4 min read

Papers Mache

Jul 6

Autoregressive retriever training raises BEIR scores

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1 min read

Papers Mache

Jul 5

Binary chunk trees cut RAG latency

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2 min read

Papers Mache

Jul 4

JSON-Schema masks can block needed tool calls

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2 min read

Papers Mache

Jul 3

Tiered models separate public and private capabilities

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1

2 min read

Papers Mache

Jul 2

Head-level attention fusion trims compute

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1

2 min read

Papers Mache

Jul 1

RL-driven data mixing boosts evaluation scores

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1

2 min read

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