AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving explores A novel memory-centric chiplet architecture designed to significantly reduce latency and energy consumption for LLM attention serving.. Commercial viability score: 3/10 in LLM Serving Architecture.
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Page Freshness
Canonical route: /paper/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving
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Agent Handoff
Canonical ID amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving | Route /paper/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-servingMCP example
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/buildability/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving
Subject: AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
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Structured compute envelope
Insufficient data
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Dimensions overall score 3.0
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This equation captures one of the core mathematical components of the system. πtotal πβ€π= (π/16) Β· πΎ ππ+ 2(πSAβ1) = const π+ 30. The numerator is fixed by th
Page and bbox are available; crop image is pending.
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Receipt path
/buildability/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving
Paper ref
amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving
arXiv id
2604.26103
Generated at
2026-04-30T20:21:27.026Z
Evidence freshness
fresh
Last verification
2026-04-30T20:21:27.026Z
Sources
3
References
0
Coverage
50%
Lineage hash
bf64a7dddd4c503c1aedf11bed578c8d01501eddb4ebf92de41baab725ad4bbd
Canonical opportunity-kernel lineage hash.
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.
Pending verification refs / 3 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. depth π=πΎ/ππΎ, yieldingπ=ππΎΒ·π/16 total output tiles of size 16Γ16.
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. ting ππΎ=2 doubles the tile count to π=96, giving every SA exactly
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.