Buildability / Receipt
AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Watch and verify: AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization
/buildability/aqpim-breaking-the-pim-capacity-wall-for-llms-with-in-memory-activation-quantization
Subject: AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 17, "author": "Kosuke Matsushima; Yasuyuki Okoshi; Masato Motomura; Daichi Fujiki"
Compute
{"file name": "input.pdf", "number of pages": 17, "author": "Kosuke Matsushima; Yasuyuki Okoshi; Masato Motomura; Daichi Fujiki", "title": "AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Kosuke Matsushima; Yasuyuki Okoshi; Masato Motomura; Daichi Fujiki", "title": "AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Kosuke Matsushima; Yasuyuki Okoshi; Masato Motomura; Daichi Fujiki", "title": "AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/aqpim-breaking-the-pim-capacity-wall-for-llms-with-in-memory-activation-quantization
Paper ref
aqpim-breaking-the-pim-capacity-wall-for-llms-with-in-memory-activation-quantization
arXiv id
2604.18137
Freshness
Generated at
2026-04-21T04:16:39.021Z
Evidence freshness
stale
Last verification
2026-04-21T04:16:39.021Z
Sources
4
References
100
Coverage
67%
Hash state
Lineage hash
ce2f7dcab866c761a0f457a2505b54cc5896e832abe04c60686097e60a09acfa
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
proof_status
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.