Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:33:51.463221Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2507.07931.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:33:51.463221Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-02T12:29:24.439779Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T12:36:56.152549Z
35 of 35 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c357f456-60a2-45f7-ac8c-5ef0c841a894 · outbound
Meek Models Shall Inherit the Earth Compute trends across three eras of machine learning
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20f37e31-b50a-4271-b8c9-c8db058d576e · outbound
Meek Models Shall Inherit the Earth Language models are few-shot learners
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 909e7ff4-83b9-46b2-a13b-5c6595fdba79 · outbound
Meek Models Shall Inherit the Earth LLaMA: Open and Efficient Foundation Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93bfad00-1dad-497c-8202-6a482207bd90 · outbound
Meek Models Shall Inherit the Earth Introducing gemini: Google’s next-generation language model
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b45f0ee-b6c6-44e3-895e-f2e1e3466fdf · outbound
Meek Models Shall Inherit the Earth The rising costs of training frontier ai models, 2024
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 54ee12c3-736c-49e0-a602-e87e31516548 · outbound
Meek Models Shall Inherit the Earth Scaling ai
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc07b151-ecd1-4588-b09a-e8c5e33d4ac5 · outbound
Meek Models Shall Inherit the Earth The Race to Efficiency: A New Perspective on AI Scaling Laws
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73d34aa9-9efe-424d-89a1-943e56f8dc60 · outbound
Meek Models Shall Inherit the Earth The Great AI Reckoning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2796a8e9-afe8-45fe-9a06-d5a49e8c80c9 · outbound
Meek Models Shall Inherit the Earth Governing AI Beyond the Pretraining Frontier
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89d3f9f8-c32f-428e-8242-8baf94aaaf5a · outbound
Meek Models Shall Inherit the Earth Tesla A 100 server total cost of ownership analysis, September 2021
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5459d24b-1b93-4b2f-a4ba-05661d88294c · outbound
Meek Models Shall Inherit the Earth Reconciling Kaplan and Chinchilla Scaling Laws
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe956c4a-ed4c-4b1f-b68e-c3db5c13b79d · outbound
Meek Models Shall Inherit the Earth Trends in gpu price-performance, 2022
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c4cc317b-d89f-459e-b5ea-d0d4c9ec8e04 · outbound
Meek Models Shall Inherit the Earth 40 years of microprocessor trend data
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 964329fe-27fe-40a6-b242-c41070a2164a · outbound
Meek Models Shall Inherit the Earth Algorithmic progress in language models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c33e625-9ffb-4065-8481-4ac9a132e07f · outbound
Meek Models Shall Inherit the Earth How much did gpt-2 cost? https://umatechnology.org/how-much-did-gpt-2-cost/, January 2025
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4deda8a3-4712-4e46-89d9-536ddab41829 · outbound
Meek Models Shall Inherit the Earth Scaling Laws for Neural Language Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce8c3e79-5a07-46c1-92fd-e51c8e428bb4 · outbound
Meek Models Shall Inherit the Earth How far can reasoning models scale?, May 2025
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2997ec2f-d0a9-4985-8303-7a0be7f6f721 · outbound
Meek Models Shall Inherit the Earth Trading off compute in training and inference, 2023
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f83608e-8c5d-49e2-a675-91ffe946fce0 · outbound
Meek Models Shall Inherit the Earth Scaling Vision Transformers
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 478777c1-efa7-4e92-b886-d3e89bb84549 · outbound
Meek Models Shall Inherit the Earth How predictable is language model benchmark performance?
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec770ae3-43d2-4869-8dff-d4444abe00a0 · outbound
Meek Models Shall Inherit the Earth Mapping global dynamics of benchmark creation and saturation in artificial intelligence
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1fbc5d2f-25d6-477d-a53d-ade283c3a1ec · outbound
Meek Models Shall Inherit the Earth The direct approach, 2023
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ad14044-c402-42af-85ca-a81502f65100 · outbound
Meek Models Shall Inherit the Earth Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27502a90-0d5c-42ff-8de8-1d15a5d43ffc · outbound
Meek Models Shall Inherit the Earth Alisa: Accelerating large language model inference via sparsity-aware kv caching
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66037bb8-6787-4b47-8cab-3f52dfa6a2cf · outbound
Meek Models Shall Inherit the Earth Accelerating Large Language Model Decoding with Speculative Sampling
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e249c456-9bfb-41fa-b11b-8ec0fd16d1f3 · outbound
Meek Models Shall Inherit the Earth Llm inference prices have fallen rapidly but unequally across tasks, 2025
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b18e0cab-3292-4bb6-8faf-df45351618a6 · outbound
Meek Models Shall Inherit the Earth Llm leaderboard - compare gpt-4o, llama 3, mistral, gemini & other models, 2025
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00f26e03-86ff-4b85-aedf-142dde9765e9 · outbound
Meek Models Shall Inherit the Earth Training Compute-Optimal Large Language Models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ec59117-c94a-4687-8d8e-a524293fd543 · outbound
Meek Models Shall Inherit the Earth Data on notable ai models, 6 2024
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbf54a16-86dc-4167-9fa6-9c770eed2299 · outbound
Meek Models Shall Inherit the Earth The Quantization Model of Neural Scaling
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc535bc2-90c0-4560-bacc-e4b155356e70 · outbound
Meek Models Shall Inherit the Earth Scaling Scaling Laws with Board Games
Reference 32
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Unavailable: canonical work link unavailable.
Observation 244df2c4-d199-4ed9-943a-c53ed33b561f · outbound
Meek Models Shall Inherit the Earth Scaling Laws for a Multi-Agent Reinforcement Learning Model
Reference 33
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Unavailable: canonical work link unavailable.
Observation f3b035a1-8a3d-4f80-a61b-26265663dad8 · outbound
Meek Models Shall Inherit the Earth Can ai scaling continue through 2030?, 2024
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47758ad1-c87b-49a8-8983-cf497fc51f6d · outbound
Meek Models Shall Inherit the Earth Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a97113f5-5e94-45ec-a23f-1bb716f7ed79 · outbound
Meek Models Shall Inherit the Earth Franken and B
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 624867e2-ea2c-457c-8204-296716006eeb · inbound
Two AI Metrics Diverged: Will it Make All the Difference? Meek Models Shall Inherit the Earth
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.