Papers Mache - DEV Community

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

Fixed‑Answer Bias Emerges Before LLM Reasoning

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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

Adaptive tool selection cuts agent cost tenfold

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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 17

Adversarial Drift Derails Imagined Futures in Multimodal Agents

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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 17

Contamination inflates macro‑F1 by eleven points

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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

Decodability supervision erases hidden private codes

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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

AI/ML Research Digest — Aug 15, 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 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 — 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

Papers Mache

Jun 30

Coordinate-space diffusion improves video consistency

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2 min read

Papers Mache

Jun 29

AI/ML Research Digest — Jun 27, 2026

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1

4 min read

Papers Mache

Jun 29

Step‑level RL sharpens LLM reasoning credit

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2 min read

Papers Mache

Jun 28

Linear temporal attention gives agents memory across gaps

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2 min read

Papers Mache

Jun 27

Sparse autoencoders trade interpretability for fragility

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2 min read

Papers Mache

Jun 26

Adaptive token compression halves diffusion model cost

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1

2 min read

Papers Mache

Jun 25

FastContext cuts token use by 60%

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1

2 min read

Papers Mache

Jun 24

AI reviewers fall for repackaging attacks

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1

2 min read

Papers Mache

Jun 23

Multilingual code gap exposed by Multi‑LCB

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1

2 min read

Papers Mache

Jun 22

AI/ML Research Digest — Jun 20, 2026

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1

3 min read

Papers Mache

Jun 22

Sparse KV Caches Cut Attention Scaling

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2 min read

Papers Mache

Jun 21

Local Gradient Accumulation Speeds Training 1.7

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2 min read

Papers Mache

Jun 20

Intra‑Model Routing Accelerates Speculative Decoding

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2 min read

Papers Mache

Jun 19

Agent Harness Design Beats Model Tweaks

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1 min read

Papers Mache

Jun 18

Two Diffusion Steps Reach 31 FPS

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2 min read

Papers Mache

Jun 18

Hamilton‑Jacobi View Links Major Neural Architectures

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2 min read

Papers Mache

Jun 17

Retrieval‑Augmented Memory Reduces Sliding‑Window Limitations in Video Models

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2 min read

Papers Mache

Jun 17

Stateful Python Kernels Lift VLM Spatial Reasoning

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2

2 min read

Papers Mache

Jun 16

Aligning Hidden States Stabilizes LLM Distillation

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2 min read

Papers Mache

Jun 16

8 FPS Real‑Time Video on Consumer GPU

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2 min read

Papers Mache

Jun 15

Optimal Transport Converts Dense Layers to Sparse Experts

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2 min read

Papers Mache

Jun 15

AI/ML Research Digest — Jun 13, 2026

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3 min read

Papers Mache

Jun 14

90% Less Memory Enables Infinite Video Generation

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2 min read

Papers Mache

Jun 13

Linear Ensembles Can Erase LLM Watermarks

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2 min read

Papers Mache

Jun 12

Benchmarks Evaluate Memory Quality and Adaptive Planning in LLM Agents

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3 min read

Papers Mache

Jun 11

AI/ML Research Digest — Jun 06, 2026

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3 min read

Papers Mache

Jun 5

Raw waveform diffusion matches autoencoder quality

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2 min read

Papers Mache

Jun 4

Agents still fail 38% of real CLI tasks

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2 min read

Papers Mache

Jun 3

Agent compute drops substantially with online skill distillation and graph‑guided knowledge

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2 min read

Papers Mache

Jun 3

Generative models now output simulation‑ready 3D assets

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2 min read

Papers Mache

Jun 2

Verifiable rewards improve LLM math accuracy

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3 min read

Papers Mache

Jun 1

ScientistOne achieves perfect citation verification

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3 min read

Papers Mache

Jun 1

ThriftAttention keeps 90% quality with 5% compute

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2 min read

Papers Mache

Jun 1

AI/ML Research Digest — May 23, 2026

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4 min read

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