Paper Citation Record · LEDGER

Quantization Damage Is Multiplicative, Not Additive

As of 10 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.06564.

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

pith.paper-citation-record.v1
2608.06564 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:22:45.245179Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

14 of 14 outbound references displayed

verified exact2
verified fuzzy2
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fc46488-3f13-46bb-87dc-017c3601923b · outbound

This paper cites Croci, Bo Li, Martin Jaggi, Dan Alistarh, Torsten Hoefler, and James Hensman.

Quantization Damage Is Multiplicative, Not Additive Croci, Bo Li, Martin Jaggi, Dan Alistarh, Torsten Hoefler, and James Hensman

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:22:45.499214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 896c375e-c570-41af-9a05-e754a4686086 · outbound

This paper cites Towards Understanding and Improving Refusal in Compressed Models via Mechanistic Interpretability.

Quantization Damage Is Multiplicative, Not Additive Towards Understanding and Improving Refusal in Compressed Models via Mechanistic Interpretability

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:45.181928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21dffb22-efc0-4a75-a85d-9cbca9f77128 · outbound

This paper cites an unresolved cited work.

Quantization Damage Is Multiplicative, Not Additive Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:45.481187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 87663caa-4c24-4fc6-9a1b-82ea161d8746 · outbound

This paper cites Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression.

Quantization Damage Is Multiplicative, Not Additive Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:45.194076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 730ad1c3-9683-4b9a-99ed-30a3f650b487 · outbound

This paper cites Exploiting LLM Quantization.

Quantization Damage Is Multiplicative, Not Additive Exploiting LLM Quantization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:45.199325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e1f1b61-01e5-41fa-ac07-8963af18cf6b · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Quantization Damage Is Multiplicative, Not Additive GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:45.204648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f86f4b-6fea-49c8-9430-7a36b3bde3ec · outbound

This paper cites Flat Score, Amplified Failures: How the Error Budget Masks Damage in Quantized LLM Agents.

Quantization Damage Is Multiplicative, Not Additive Flat Score, Amplified Failures: How the Error Budget Masks Damage in Quantized LLM Agents

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:22:45.342486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 51b41c23-dda1-41a4-a7a2-c676ac100917 · outbound

This paper cites Scaling Laws for Precision.

Quantization Damage Is Multiplicative, Not Additive Scaling Laws for Precision

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:45.215431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7570e88-7b05-4e44-8a86-6b7adff42c4a · outbound

This paper cites an unresolved cited work.

Quantization Damage Is Multiplicative, Not Additive Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:45.464951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7005b6a1-ea7b-48ef-b0fa-8a5d36162a49 · outbound

This paper cites Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens.

Quantization Damage Is Multiplicative, Not Additive Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:45.225224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecfd1a7c-334a-43fa-8c12-2056c25dd6ce · outbound

This paper cites an unresolved cited work.

Quantization Damage Is Multiplicative, Not Additive Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:45.449336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4c26b81d-c10c-4f43-add2-5f3324f9e23d · outbound

This paper cites Quantization Dominates Rank Reduction for KV-Cache Compression.

Quantization Damage Is Multiplicative, Not Additive Quantization Dominates Rank Reduction for KV-Cache Compression

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:22:45.289361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 791e5041-527b-478d-96ac-d901532b56f4 · outbound

This paper cites an unresolved cited work.

Quantization Damage Is Multiplicative, Not Additive Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:45.432513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67d21685-6f10-4cb0-9669-3178a93308b3 · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

Quantization Damage Is Multiplicative, Not Additive Patil, Ion Stoica, and Joseph E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T04:22:45.417126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.