Buildability / Receipt
TeamLLM: A Human-Like Team-Oriented Collaboration Framework for Multi-Step Contextualized Tasks
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: TeamLLM: A Human-Like Team-Oriented Collaboration Framework for Multi-Step Contextualized Tasks
/buildability/teamllm-a-human-like-team-oriented-collaboration-framework-for-multi-step-contextualized-tasks
Subject: TeamLLM: A Human-Like Team-Oriented Collaboration Framework for Multi-Step Contextualized Tasks
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
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/teamllm-a-human-like-team-oriented-collaboration-framework-for-multi-step-contextualized-tasks
Paper ref
teamllm-a-human-like-team-oriented-collaboration-framework-for-multi-step-contextualized-tasks
arXiv id
2604.06765
Freshness
Generated at
2026-04-10T00:14:50.775Z
Evidence freshness
stale
Last verification
2026-04-10T00:14:50.775Z
Sources
3
References
73
Coverage
67%
Hash state
Lineage hash
ef196006e65747ff15deaf2f5ac87f6002b9ec4a2c026bfdf287ca0f606f5e89
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, or external adoption unless explicitly sourced.