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Paper Citation Record · LEDGER

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure

As of 7 August 2026, this Paper Citation Record lists 100 of 296 outbound references and 0 inbound Pith citation observations for arXiv:2507.07223.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.07223 v2

Coverage vector

measured 100 of 296 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:50:52.423393Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 296 outbound references displayed

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  • verified fuzzy0
  • unresolved97
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  • metadata mismatch3

External citation measurements

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Outbound references

Observation 959de874-0ed6-4b10-a622-7ab39d29eb88 · outbound

This paper cites Avoiding another AI winter,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Avoiding another AI winter,

Reference 1

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Observation ce54bb8e-08e7-4648-8652-de5c02771f8e · outbound

This paper cites A Brief History of AI: How to Prevent Another Winter,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure A Brief History of AI: How to Prevent Another Winter,

Reference 2

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Observation e8c772b2-e5cd-4620-90ae-7a392cdf2523 · outbound

This paper cites Attention is all you need,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Attention is all you need,

Reference 3

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Observation 207cb565-a9de-4eff-a1aa-95b64c6b5ad5 · outbound

This paper cites Annotated History of Modern AI and Deep Learning,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Annotated History of Modern AI and Deep Learning,

Reference 4

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Observation 5c7a5b91-6ee6-44d7-8990-4428913cba25 · outbound

This paper cites ImageNet Classification with Deep Convolutional Neural Networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure ImageNet Classification with Deep Convolutional Neural Networks,

Reference 5

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Observation efc7b7dd-0b0d-40f5-824c-5c1d099a5531 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 6

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Observation b6e0c890-a0e1-48ac-a03e-279326fb2505 · outbound

This paper cites The Llama 3 Herd of Models.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure The Llama 3 Herd of Models

Reference 7

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Observation 13bf8b61-7b83-4743-8764-ec3ce4cbf352 · outbound

This paper cites Generative Adversarial Nets,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Generative Adversarial Nets,

Reference 8

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Observation 8d03c592-3f66-4338-9dae-a5080df60f22 · outbound

This paper cites Learning to learn by gradient descent by gradient descent,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Learning to learn by gradient descent by gradient descent,

Reference 9

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Observation c643b260-79ef-4c73-9b22-1d47c1d1100d · outbound

This paper cites Gradient Descent: The Ultimate Optimizer,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Gradient Descent: The Ultimate Optimizer,

Reference 10

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Observation 4b53a767-b11b-4031-8f05-726cf381178f · outbound

This paper cites An overview of gradient descent optimization algorithms.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure An overview of gradient descent optimization algorithms

Reference 11

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Observation 230dcd83-dac4-4422-82a6-054fa3ad0dd1 · outbound

This paper cites Optimization methods for large-scale machine learning,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Optimization methods for large-scale machine learning,

Reference 12

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Observation 36e9eb5a-9b22-4de1-a768-9b076e810478 · outbound

This paper cites Practical recommendations for gradient-based training of deep architectures,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Practical recommendations for gradient-based training of deep architectures,

Reference 13

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Observation 86498f9e-16f8-4fd0-9321-efb53d7b24b0 · outbound

This paper cites On the Number of Linear Regions of Deep Neural Networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure On the Number of Linear Regions of Deep Neural Networks,

Reference 14

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Observation 2a6e391b-8884-42e6-a895-4e20279cfca5 · outbound

This paper cites Representation learning: A review and new perspectives,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Representation learning: A review and new perspectives,

Reference 15

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Observation 817ff0a6-3d06-4c31-ada0-b89333443442 · outbound

This paper cites Intrinsic dimension of data representations in deep neural networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Intrinsic dimension of data representations in deep neural networks,

Reference 16

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Observation 8bd1f63e-ac89-4826-b89c-8f43c349539c · outbound

This paper cites High dimensional, tabular deep learning with an auxiliary knowledge graph,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure High dimensional, tabular deep learning with an auxiliary knowledge graph,

Reference 17

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source=pdf_text observed=2026-08-06T18:50:46.553457Z digest=sha256:67fe769ed535d0d8125d07c18c68780c31ec0de2b12e5c7970d060c3c65ff07d

Observation cb93f79f-2a97-42c1-8597-a5156d2935ab · outbound

This paper cites General-purpose, long-context autoregressive modeling with Perceiver AR,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure General-purpose, long-context autoregressive modeling with Perceiver AR,

Reference 18

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Observation 2cf42575-8cc0-4ea4-9900-a535202646f8 · outbound

This paper cites A survey on hardware accelerators: Taxonomy, trends, challenges, and perspectives,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure A survey on hardware accelerators: Taxonomy, trends, challenges, and perspectives,

Reference 19

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Observation 31a8081c-30cd-4d7f-9c56-80b53a4dc450 · outbound

This paper cites The transformational role of GPU computing and deep learning in drug discovery,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure The transformational role of GPU computing and deep learning in drug discovery,

Reference 20

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Observation 6f31e56b-8ae3-4121-8ef2-2e28ea43073b · outbound

This paper cites ZeRO: Memory optimizations Toward Training Trillion Parameter Models,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure ZeRO: Memory optimizations Toward Training Trillion Parameter Models,

Reference 21

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Observation 6e48f871-6030-4f03-9662-04c96aa0b323 · outbound

This paper cites DeepSpeed: System Optimizations Enable Training Deep Learning Models with Over 100 Billion Parameters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure DeepSpeed: System Optimizations Enable Training Deep Learning Models with Over 100 Billion Parameters,

Reference 22

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Observation b9639a43-3504-44fe-8d70-49190af0d5a7 · outbound

This paper cites Gpu graph processing on cxl-based microsecond-latency external memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Gpu graph processing on cxl-based microsecond-latency external memory,

Reference 23

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Observation 4532eeee-b5d6-4a51-b978-070f45b6e814 · outbound

This paper cites EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs

Reference 24

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Observation 6ff19642-e4de-4110-9ead-c0d8813baeab · outbound

This paper cites Efficient memory management for large language model serving with pagedattention,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Efficient memory management for large language model serving with pagedattention,

Reference 26

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Observation 65a9e8be-924a-4f32-a4cd-654c6ff95f35 · outbound

This paper cites H2O: Heavy-hitter oracle for efficient generative inference of large language models,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure H2O: Heavy-hitter oracle for efficient generative inference of large language models,

Reference 27

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source=pdf_text observed=2026-08-06T18:50:48.209373Z digest=sha256:8a984ec46c0fc61648d3f5e28e3977e0392f78ffb4b604225553ddd258504f94

Observation ec03af62-3cd0-4b87-82fb-c947d50952e7 · outbound

This paper cites Keyformer: Kv cache reduction through key tokens selection for efficient generative inference,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Keyformer: Kv cache reduction through key tokens selection for efficient generative inference,

Reference 28

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Observation dd52f4e3-87c9-48cb-bd38-916e95856bfe · outbound

This paper cites TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters,

Reference 29

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source=pdf_text observed=2026-08-06T18:50:48.493360Z digest=sha256:fbe7148d8c6be3eeab7a50aace44206c8f4309451b1013d1e34c262d98ab423a

Observation 4df1ebe9-bdec-4b05-9be5-cb2efc8b23d6 · outbound

This paper cites Sˆ3: Increasing GPU Utilization during Generative Inference for Higher Throughput,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Sˆ3: Increasing GPU Utilization during Generative Inference for Higher Throughput,

Reference 30

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source=pdf_text observed=2026-08-06T18:50:48.717974Z digest=sha256:519f2253bf0d467535c4b94445a8f53f461c50a3da7ba48eae5e972313d68131

Observation 5873df17-6e2b-4c7e-9730-45ba117901b1 · outbound

This paper cites NVIDIA Grace GPU.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA Grace GPU

Reference 31

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Observation a7302004-5471-4415-bbfc-672d8c95ee24 · outbound

This paper cites Characterization and prediction of deep learning workloads in large-scale GPU datacenters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Characterization and prediction of deep learning workloads in large-scale GPU datacenters,

Reference 32

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Observation 52ad905f-5962-4bdf-8664-8935afb33c2f · outbound

This paper cites Towards Memory Disaggregation via NVLink C2C: Benchmarking CPU-Requested GPU Memory Access,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Towards Memory Disaggregation via NVLink C2C: Benchmarking CPU-Requested GPU Memory Access,

Reference 33

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source=pdf_text observed=2026-08-06T18:50:49.011951Z digest=sha256:0086121852c654c05f3766cbe16c774fa920bc77e5f7deaa347045a7e7971b20

Observation c3db7e59-9f25-477b-a3bf-d9e8af32f857 · outbound

This paper cites Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters,

Reference 34

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source=pdf_text observed=2026-08-06T18:50:49.068169Z digest=sha256:ed6bc4bd7c5b16bad5730c68b840cc089330ab30264f972f694477f68717687e

Observation f178814c-9fc0-44bd-b2a1-dfed9ba92ff0 · outbound

This paper cites A memory perspective: The effects of finetuning llms with highbandwidth memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure A memory perspective: The effects of finetuning llms with highbandwidth memory,

Reference 35

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source=pdf_text observed=2026-08-06T18:50:49.161709Z digest=sha256:cde7149a9cc36adcc513cf7360cecb2c9b9652b2d05c07c3023fa60e51e77bf9

Observation 41c58c71-2b96-4316-9dda-f8b511a7f751 · outbound

This paper cites Whitepaper: NVDIA GH200 Grace Hopper Superchip Architecture,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Whitepaper: NVDIA GH200 Grace Hopper Superchip Architecture,

Reference 36

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source=pdf_text observed=2026-08-06T18:50:49.244384Z digest=sha256:ed84ef18f8cc5deb75cfdf0017e5af39dbd86e20e05bbdefff950fea45cd2405

Observation f158507a-488c-4d1c-9ce8-2a1e5656de15 · outbound

This paper cites Streambox-hbm: Stream analytics on high bandwidth hybrid memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Streambox-hbm: Stream analytics on high bandwidth hybrid memory,

Reference 37

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Observation a5aaf8ac-80e0-4118-84af-6ce1e7d42c60 · outbound

This paper cites Performance evaluation and optimization of HBM- enabled GPU for data-intensive applications,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Performance evaluation and optimization of HBM- enabled GPU for data-intensive applications,

Reference 38

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Observation d77be27f-0c10-4952-b990-5bcfd6dedef1 · outbound

This paper cites NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Train- ing and Real-Time Inference.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Train- ing and Real-Time Inference

Reference 39

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Observation fcc8e50f-8c18-44fa-974a-e35db944713d · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,

Reference 40

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Observation f91d6942-3f99-4749-8581-fa9414ec7d1a · outbound

This paper cites Retrieval augmented language model pre-training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Retrieval augmented language model pre-training,

Reference 41

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source=pdf_text observed=2026-08-06T18:50:49.633004Z digest=sha256:21a324aee6ee6db87e3b0eeda81c8f5330c85e455978a9d2ebce542e0b233f64

Observation 6abaf47c-5112-4a2f-9d2d-4bc41a12d153 · outbound

This paper cites Improving language models by retrieving from trillions of tokens,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Improving language models by retrieving from trillions of tokens,

Reference 42

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Observation ad1cc1f3-8f4d-4aa9-b791-18906dfe0490 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 43

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source=pdf_text observed=2026-08-06T18:50:49.785560Z digest=sha256:768ffd9e981e14d98f39a5788d9379741e38a8ce523fddc23dd0d4ad2e5bc85b

Observation 5fd623e4-e2a4-498f-8dd7-f679d22a3529 · outbound

This paper cites How Much Knowledge Can You Pack Into the Parameters of a Language Model?.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Reference 44

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Observation cc938e01-2d74-4ec3-84ff-7ed3d3851811 · outbound

This paper cites Pipedream: generalized pipeline parallelism for dnn training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Pipedream: generalized pipeline parallelism for dnn training,

Reference 45

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Observation 72163969-a342-4f63-bccd-49060ae35bb6 · outbound

This paper cites Number of parameters in gpt-4 (latest data),.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Number of parameters in gpt-4 (latest data),

Reference 46

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source=pdf_text observed=2026-08-06T18:50:50.005542Z digest=sha256:9b623e7b9e0710c4cd1c89ded1e9f906015a5a20bad88b653f53a657854ddf00

Observation fa00673f-bea8-4376-b300-31c63625aabf · outbound

This paper cites NVIDIA GB200 NVL72.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA GB200 NVL72

Reference 47

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source=pdf_text observed=2026-08-06T18:50:50.070127Z digest=sha256:fdcd1eb71e86bba145821dc99798ba7bcd8bc1adc631f2bca881828684cb40ba

Observation b22a1f94-3158-4dcb-a281-edc8b83a7dc3 · outbound

This paper cites NVIDIA GB300 NVL72.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA GB300 NVL72

Reference 48

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Observation 3818b815-baf6-40d4-a591-367491c0162a · outbound

This paper cites NVIDIA DGX GB300.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA DGX GB300

Reference 49

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source=pdf_text observed=2026-08-06T18:50:50.224150Z digest=sha256:5d0f918a4d74d714c19b2aebba0e3e4098be6bfa203eafa785a2a7f8b5e47212

Observation c3f6e128-acb6-4590-929f-faf76ad6794f · outbound

This paper cites Understanding communication characteristics of distributed training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Understanding communication characteristics of distributed training,

Reference 50

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source=pdf_text observed=2026-08-06T18:50:50.324135Z digest=sha256:a9746f26227ad072b3db135c8ba1e0e12a5ee970b5820f3328aab48cf18fea7f

Observation cd589e9a-f548-497f-b789-fbd9755e7b40 · outbound

This paper cites MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems,

Reference 51

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Observation 169b84dd-eb35-4d65-8765-b7364f8470bc · outbound

This paper cites FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion

Reference 52

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Observation 46abc68b-1e72-4eaa-98c6-089714962a1d · outbound

This paper cites Collective communication library NCCL,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Collective communication library NCCL,

Reference 53

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source=pdf_text observed=2026-08-06T18:50:50.531679Z digest=sha256:28f77888388e5280e1bcedbae26d1937a9b1bff7efa0cf0be471f3905ebdae48

Observation aca4cb32-e627-4872-86f0-1456b4214eb4 · outbound

This paper cites Lancet: Accelerating mixture-of-experts training via whole graph computation-communication overlapping,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Lancet: Accelerating mixture-of-experts training via whole graph computation-communication overlapping,

Reference 54

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source=pdf_text observed=2026-08-06T18:50:50.586469Z digest=sha256:4a5ca74d9061977c75186fa0298c2b98757873b4fc7f5e560b51a0708af52445

Observation 1c4d3d5b-b99a-44a5-b246-645605945842 · outbound

This paper cites Traci: Network acceleration of input-dynamic communication for large-scale deep learning recommendation model,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Traci: Network acceleration of input-dynamic communication for large-scale deep learning recommendation model,

Reference 55

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source=pdf_text observed=2026-08-06T18:50:50.686463Z digest=sha256:73df25e83731b5d70aeb2a0a71081479cea4a1e1de6f28cb8d94c629ad76d241

Observation 471bbb5c-5a05-4a5c-9cf5-fda77f7e335a · outbound

This paper cites GPU graph processing on cxl-based microsecond-latency external memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure GPU graph processing on cxl-based microsecond-latency external memory,

Reference 56

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source=pdf_text observed=2026-08-06T18:50:50.771412Z digest=sha256:ffb64fd797c16ad8f229e84946f2e32633ebc9304146633ea94f994daefb330d

Observation 384a5e5c-0585-4f59-816a-35cb297168eb · outbound

This paper cites Understanding routable{PCIe} performance for composable infrastructures,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Understanding routable{PCIe} performance for composable infrastructures,

Reference 57

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source=pdf_text observed=2026-08-06T18:50:50.839408Z digest=sha256:2cf338724883518322620e35709171c821d0604b0ea4f4c21f1bf0ed70dea51b

Observation 30621a73-9791-4094-b55c-09cf1298a79e · outbound

This paper cites Understanding PCIe performance for end host networking,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Understanding PCIe performance for end host networking,

Reference 58

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source=pdf_text observed=2026-08-06T18:50:50.922505Z digest=sha256:4bd9bad94183d4f9ac21e88bbf377f63fd8004530b1a5bf145aef7a2f473f98b

Observation 841d44a9-30e2-43be-8d86-9e77e01648f1 · outbound

This paper cites CXL 1.0 specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure CXL 1.0 specification,

Reference 59

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source=pdf_text observed=2026-08-06T18:50:50.962356Z digest=sha256:82a0e769877486524faae0eb1610257c191f6754886a495d0560f8c366ff4cda

Observation bb516739-9b5e-49d5-b7bd-c50bda4ccffd · outbound

This paper cites CXL 2.0 specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure CXL 2.0 specification,

Reference 60

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source=pdf_text observed=2026-08-06T18:50:51.007942Z digest=sha256:75f5e0d99fb781cf5a59b17c1a58bc9af527c3e9c9bd6b44cb4f8cd78395ba64

Observation b9ed063f-1f98-4bb9-a208-cfc37af202b0 · outbound

This paper cites CXL 3.2 specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure CXL 3.2 specification,

Reference 61

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source=pdf_text observed=2026-08-06T18:50:51.145890Z digest=sha256:a81019e53d18d4c4b7e98eae8abe6166a21d530a1665a52307a9eadd42af41e6

Observation a26f8c62-0d99-410a-b902-9805103c873e · outbound

This paper cites Overcoming the memory wall with CXL-Enabled SSDs,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Overcoming the memory wall with CXL-Enabled SSDs,

Reference 62

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source=pdf_text observed=2026-08-06T18:50:51.321615Z digest=sha256:87c55ec2095df05f88a54498172d4a97746e79dc1822a3e407c5d53dbd4b7373

Observation 24c01a0a-fe55-4b2d-83d5-28555188efb3 · outbound

This paper cites An introduction to the compute express link (cxl) interconnect,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure An introduction to the compute express link (cxl) interconnect,

Reference 63

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source=pdf_text observed=2026-08-06T18:50:51.497367Z digest=sha256:90e55594ee5b7ff8a3483d7eef6d9b919f81f6d6c20dae81076e93420c93cb15

Observation f547036c-fa1a-48f2-9ade-afaed31ea7c9 · outbound

This paper cites Hello bytes, bye blocks: Pcie storage meets compute express link for memory expansion (cxl- ssd),.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Hello bytes, bye blocks: Pcie storage meets compute express link for memory expansion (cxl- ssd),

Reference 64

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source=pdf_text observed=2026-08-06T18:50:51.592359Z digest=sha256:22e1cd626761fc13022a338a3644e6a3e6d39aa030b2f20b7efb2aede0a58245

Observation 82da996e-dfcc-425a-924f-599f1447b1f9 · outbound

This paper cites Pond: CXL-Based Memory Pooling Systems for Cloud Platforms,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Pond: CXL-Based Memory Pooling Systems for Cloud Platforms,

Reference 65

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source=pdf_text observed=2026-08-06T18:50:51.698491Z digest=sha256:d3b556b2256d30a02276ec02736f4ddd0bb0a54aed6b02ae1b04d43ab7614636

Observation ff480925-c66a-48f1-90df-47112c03486f · outbound

This paper cites Breaking the Memory Wall with Compute Express Link (CXL),.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Breaking the Memory Wall with Compute Express Link (CXL),

Reference 66

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source=pdf_text observed=2026-08-06T18:50:51.855162Z digest=sha256:efc32ea1b2025893cede851a3eb312db8040a03bcade3d3808525a1ea7657ef9

Observation f68a0c7c-ec19-412b-be8f-7ec0cdc963ca · outbound

This paper cites Direct access,{High-Performance} memory disaggregation with {DirectCXL},.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Direct access,{High-Performance} memory disaggregation with {DirectCXL},

Reference 67

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Observation c7687572-0c16-4271-9ff6-d708d5201e6b · outbound

This paper cites Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,

Reference 68

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source=pdf_text observed=2026-08-06T18:50:52.098820Z digest=sha256:02187c70e318acf88278a4dc1629a5a0e0a2d11fc7727fbb318610c1f70be282

Observation a0e41e77-acd9-42ee-9fb5-3b0c00fbbe77 · outbound

This paper cites Active retrieval augmented generation,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Active retrieval augmented generation,

Reference 69

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source=pdf_text observed=2026-08-06T18:50:52.250936Z digest=sha256:d1780226c1bd3499f81d6632cf17623e085cb64137686a9b1adf0e463de3ecc0

Observation bc36a144-68c5-4bea-a581-9335f12d6625 · outbound

This paper cites Benchmarking large language models in retrieval-augmented generation,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Benchmarking large language models in retrieval-augmented generation,

Reference 70

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source=pdf_text observed=2026-08-06T18:50:52.273606Z digest=sha256:7f236698642935efb358f84c3a93387dde656afc115112209a516fb1296b286d

Observation d9633924-eb71-482b-afd5-f45472ed02e3 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 71

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source=pdf_text observed=2026-08-06T18:50:52.278520Z digest=sha256:a454c9437fe9ff8177292d0372998503028cd5c9461151c25efaef7f686b07a7

Observation 06914274-d58b-457b-8d19-abd0f881ab54 · outbound

This paper cites KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization,

Reference 72

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source=pdf_text observed=2026-08-06T18:50:52.282773Z digest=sha256:d7ab40084ce4a0975f0a190063f0632cbc9cdd3380626f6b89398746440195a6

Observation 2b512ef9-215c-46e6-8276-0a7e88ee8044 · outbound

This paper cites InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management,

Reference 73

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source=pdf_text observed=2026-08-06T18:50:52.286774Z digest=sha256:6aad1f39a94eb2ac7d44c22c10ca97a9fb44c05e3506deda36db987279146575

Observation cd5008a8-7a74-49ce-b623-cf7ef4fcb953 · outbound

This paper cites an unresolved cited work.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-06T18:50:52.295326Z digest=sha256:3d8f9262bec2a1129399b957071fd8df800ab6e2bf1f231e9019267eb4e08e85

Observation 4e619249-3789-4d1a-b210-d866683c063d · outbound

This paper cites UALink 200G 1.0 Specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure UALink 200G 1.0 Specification,

Reference 76

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source=pdf_text observed=2026-08-06T18:50:52.299507Z digest=sha256:5b00349802ec6b1783246cf1b5cdbeb77fd7c4de688ed5fc2e07723f741c740b

Observation 0648a33f-7136-4ac6-b069-f1d56f84b3dc · outbound

This paper cites [Online].

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure [Online]

Reference 77

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source=pdf_text observed=2026-08-06T18:50:52.304004Z digest=sha256:e7a97a2a34603955022f60d58a51f79e79269d59b676a69920c860e741d0a1c1

Observation eb1fa165-8f59-43ed-8ad9-299a250c5d4a · outbound

This paper cites How Ultra Ethernet and UALink Enable High-Performance, Scalable AI Net- works,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure How Ultra Ethernet and UALink Enable High-Performance, Scalable AI Net- works,

Reference 78

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Observation 56a82bf3-06c3-4ccb-b828-cd3aef461c0b · outbound

This paper cites What is NVLink?.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure What is NVLink?

Reference 79

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source=pdf_text observed=2026-08-06T18:50:52.312269Z digest=sha256:2e223f3106743e03d525905451d93132a1bc72efce60855f7a5e34742114a05a

Observation 7cf12210-d465-4efd-bb1e-0ff26e842dde · outbound

This paper cites NVLink NVIDIA.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVLink NVIDIA

Reference 80

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source=pdf_text observed=2026-08-06T18:50:52.316486Z digest=sha256:f153c78534b02721d8d808dce59b2039c39049a5d88310d7023e6aeb686dae4a

Observation 46b9b429-6b4d-4d19-ad94-3b5522fb34dd · outbound

This paper cites WNVIDIA NVLink and NVLink Switch,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure WNVIDIA NVLink and NVLink Switch,

Reference 81

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source=pdf_text observed=2026-08-06T18:50:52.320597Z digest=sha256:5b5376f07a0e64e79828397f22f0d979d8aaca436024b5cdff845605034ebabd

Observation 934bb20d-f772-4c9b-92df-c6c03597161e · outbound

This paper cites NVIDIA Fusion,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA Fusion,

Reference 82

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source=pdf_text observed=2026-08-06T18:50:52.325885Z digest=sha256:fc164f139a488ee778cf3730f8222b7f7a4e952ce8cac8b706987b575f2f40f5

Observation abe2fbb5-ab79-4646-84d3-f4a186d36bf0 · outbound

This paper cites NVIDIA Unveils NVLink Fusion for Industry to Build Semi-Custom AI Infrastructure With NVIDIA Partner Ecosystem,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA Unveils NVLink Fusion for Industry to Build Semi-Custom AI Infrastructure With NVIDIA Partner Ecosystem,

Reference 83

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source=pdf_text observed=2026-08-06T18:50:52.330598Z digest=sha256:282d83bb6f9f64a08513dd9169908155621faa7ed5e94a95bd0078f712b66623

Observation 2c3d6217-7bca-42b3-b630-3322f6115450 · outbound

This paper cites Design guidelines for high performance RDMA systems,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Design guidelines for high performance RDMA systems,

Reference 84

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source=pdf_text observed=2026-08-06T18:50:52.335714Z digest=sha256:a65654fdc471142412e06611e0e870ab03a8407acbc7592d42512e1642a77c62

Observation 00107cb5-d202-45bc-9945-85443b3620ad · outbound

This paper cites An optimized rdma qp communication mechanism for hyperscale ai infrastructure,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure An optimized rdma qp communication mechanism for hyperscale ai infrastructure,

Reference 85

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Observation 8930f5e3-5903-4a69-9dae-15bcfe274ece · outbound

This paper cites Rdma over commodity ethernet at scale,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Rdma over commodity ethernet at scale,

Reference 86

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source=pdf_text observed=2026-08-06T18:50:52.344945Z digest=sha256:969c78233cc8692fff3fcf10214c60e8c2994b22e4cd6a472eba12944932da2f

Observation 73cf4e6c-14cb-4bf8-b9f0-d9ba13039319 · outbound

This paper cites Rdma over ethernet for distributed training at meta scale,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Rdma over ethernet for distributed training at meta scale,

Reference 87

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source=pdf_text observed=2026-08-06T18:50:52.349414Z digest=sha256:1c30186c206263a5b48b10078392c9dd9997448925c25b6ca66f86c0947d17ba

Observation c6752674-f8d7-42d1-8955-2a70fdc79b8a · outbound

This paper cites Graph 500 benchmarks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Graph 500 benchmarks,

Reference 88

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Observation 0cbfd1c4-2aa3-4710-97ab-01553aa7803d · outbound

This paper cites NASA Parallel Benchmarks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NASA Parallel Benchmarks,

Reference 89

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Observation b079bcc4-4f69-4538-88a1-67e2a3d2a180 · outbound

This paper cites Lattice Boltzmann Method Benchmarks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Lattice Boltzmann Method Benchmarks,

Reference 90

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Observation 9eadc4c9-ba07-4553-a645-e7379d2df155 · outbound

This paper cites Tealeaf: A mini-application to enable design-space explorations for iter- ative sparse linear solvers,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Tealeaf: A mini-application to enable design-space explorations for iter- ative sparse linear solvers,

Reference 91

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Observation a3c2b24c-ff96-4394-96e0-379e07187362 · outbound

This paper cites Advances in Numerical Modeling for Heat Transfer and Thermal Management: A Review of Computational Approaches and Environmental Impacts,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Advances in Numerical Modeling for Heat Transfer and Thermal Management: A Review of Computational Approaches and Environmental Impacts,

Reference 92

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Observation 28ac1eaa-66f3-4df4-ac04-895eedf55958 · outbound

This paper cites Sequence to sequence learning with neural networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Sequence to sequence learning with neural networks,

Reference 93

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Observation 5a373215-d156-48c6-b4a4-efc312586920 · outbound

This paper cites State-of-the-Art Speech Recognition with Sequence-to-Sequence Models,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure State-of-the-Art Speech Recognition with Sequence-to-Sequence Models,

Reference 94

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Observation 96a0f40e-6fc5-4f28-9edc-39dac6ccafc8 · outbound

This paper cites Multi-task Sequence to Sequence Learning.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Multi-task Sequence to Sequence Learning

Reference 95

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Observation 52159462-23da-4ded-b9ea-d1eb5d68801b · outbound

This paper cites Improving language understanding by generative pre-training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Improving language understanding by generative pre-training,

Reference 96

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Observation 3ad91b25-060f-4df5-b3be-a912d60c31ca · outbound

This paper cites New models and developer products announced at devday,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure New models and developer products announced at devday,

Reference 97

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Observation 90d55f46-fc11-435e-b221-471e0fc7b53e · outbound

This paper cites Models. Llama3.1, 3.2, 3.3, Llama4.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Models. Llama3.1, 3.2, 3.3, Llama4

Reference 98

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Observation b0939831-f130-44e4-8f90-42609091dea7 · outbound

This paper cites GPT-4 Turbo,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure GPT-4 Turbo,

Reference 99

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Observation 034394ad-decb-4ee1-b18a-097dd6a12cf2 · outbound

This paper cites Gemini 2.5: Our most intelligent AI model,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Gemini 2.5: Our most intelligent AI model,

Reference 100

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Observation a1b23261-f358-4822-8701-3df548b49dcf · outbound

This paper cites Report: Google DeepMind Gemini,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Report: Google DeepMind Gemini,

Reference 101

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source=pdf_text observed=2026-08-06T18:50:52.414527Z digest=sha256:c52e3d9f392c9b7d23a7643e068edd8c402f002ef96d087c3cbc6982302d74fd

Observation e3ebedf8-4822-4a8d-965b-a541e76b50f9 · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 103

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source=pdf_text observed=2026-08-06T18:50:52.423393Z digest=sha256:ed9a3feee37ba1f4508b94e369cd06f1dcd22542f746a9a3cd754babbd022bfa

Pith citing papers

No inbound Pith citation observations are available.