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AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving

Stale1d agoPending verification refs / 3 sources / Verification pending
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving

ready
Proof freshness
fresh
Proof status
unverified
Display score
3/10
Last proof check
2026-04-30
Score updated
2026-04-30
Score fresh until
2026-05-30
References
0
Source count
3
Coverage
50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving

Canonical ID amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving | Route /signal-canvas/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving",
    "query_text": "Summarize AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving",
  "normalized_query": "2604.26103",
  "route": "/signal-canvas/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",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving

PDF: https://arxiv.org/pdf/2604.26103v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-30T20:21:27.026Z

Signal Canvas receipt window

Not build-ready: AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving

/buildability/amma-a-multi-chiplet-memory-centric-architecture-for-low-latency-1m-context-attention-serving

Ignoreblocked

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

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

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

Freshness

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%

Hash state

Lineage hash

bf64a7dddd4c503c1aedf11bed578c8d01501eddb4ebf92de41baab725ad4bbd

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: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Pending verification refs / 3 sources / Verification pending

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving

Overall score: 3/10
Lineage: bf64a7dddd4c

Canonical Paper Receipt

Last verification: 2026-04-30T20:21:27.026Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 3

Coverage: 50%

Missingness
  • - repo_url
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 3.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

No public claim map is available for this paper yet.

Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

Related Resources

Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.

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