Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
Use This Via API or MCP
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.
Use This Via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/hifloat4-format-for-language-model-pre-training-on-ascend-npus
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID hifloat4-format-for-language-model-pre-training-on-ascend-npus | Route /signal-canvas/hifloat4-format-for-language-model-pre-training-on-ascend-npus
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/hifloat4-format-for-language-model-pre-training-on-ascend-npusMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "hifloat4-format-for-language-model-pre-training-on-ascend-npus",
"query_text": "Summarize HiFloat4 Format for Language Model Pre-training on Ascend NPUs"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "HiFloat4 Format for Language Model Pre-training on Ascend NPUs",
"normalized_query": "2604.08826",
"route": "/signal-canvas/hifloat4-format-for-language-model-pre-training-on-ascend-npus",
"paper_ref": "hifloat4-format-for-language-model-pre-training-on-ascend-npus",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: HiFloat4 Format for Language Model Pre-training on Ascend NPUs
PDF: https://arxiv.org/pdf/2604.08826v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-13T20:28:37.843Z
Signal Canvas receipt window
/buildability/hifloat4-format-for-language-model-pre-training-on-ascend-npus
Subject: HiFloat4 Format for Language Model Pre-training on Ascend NPUs
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Preparing verified analysis
Dimensions overall score 3.0
No public code linked for this paper yet.
CLAIM MAP
No public claim map is available for this paper yet.
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
Estimated $10K - $14K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/hifloat4-format-for-language-model-pre-training-on-ascend-npus
Paper ref
hifloat4-format-for-language-model-pre-training-on-ascend-npus
arXiv id
2604.08826
Generated at
2026-04-13T20:28:37.843Z
Evidence freshness
stale
Last verification
2026-04-13T20:28:37.843Z
Sources
3
References
0
Coverage
50%
Lineage hash
abd1eec03aa49be8183b628b287d3d90bf276e8e08c2e87c7a4589d70227708b
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