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- LICENSE +202 -0
- README.md +108 -0
- data/continuity_acceptance.csv +3 -0
- data/continuity_fault.csv +5 -0
- data/continuity_live_pilot.csv +5 -0
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- evidence/continuity/product-acceptance-20260925-005/published-upgrade-raw.json +10 -0
- evidence/continuity/product-acceptance-20260925-005/summary.json +37 -0
- evidence/continuity/public-retail-fault-20260925-003/LICENSE +21 -0
- evidence/continuity/public-retail-fault-20260925-003/README.md +48 -0
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| 185 |
+
comment syntax for the file format. We also recommend that a
|
| 186 |
+
file or class name and description of purpose be included on the
|
| 187 |
+
same "printed page" as the copyright notice for easier
|
| 188 |
+
identification within third-party archives.
|
| 189 |
+
|
| 190 |
+
Copyright [yyyy] [name of copyright owner]
|
| 191 |
+
|
| 192 |
+
Licensed under the Apache License, Version 2.0 (the "License");
|
| 193 |
+
you may not use this file except in compliance with the License.
|
| 194 |
+
You may obtain a copy of the License at
|
| 195 |
+
|
| 196 |
+
http://www.apache.org/licenses/LICENSE-2.0
|
| 197 |
+
|
| 198 |
+
Unless required by applicable law or agreed to in writing, software
|
| 199 |
+
distributed under the License is distributed on an "AS IS" BASIS,
|
| 200 |
+
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 201 |
+
See the License for the specific language governing permissions and
|
| 202 |
+
limitations under the License.
|
README.md
ADDED
|
@@ -0,0 +1,108 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
pretty_name: "AtMem Memory Integrity and Continuity Evidence"
|
| 3 |
+
license: apache-2.0
|
| 4 |
+
language:
|
| 5 |
+
- en
|
| 6 |
+
tags:
|
| 7 |
+
- agent-memory
|
| 8 |
+
- llm-agents
|
| 9 |
+
- benchmark
|
| 10 |
+
- evaluation
|
| 11 |
+
- provenance
|
| 12 |
+
- crash-recovery
|
| 13 |
+
- tabular
|
| 14 |
+
configs:
|
| 15 |
+
- config_name: integrity_categories
|
| 16 |
+
data_files:
|
| 17 |
+
- split: test
|
| 18 |
+
path: data/integrity_categories.csv
|
| 19 |
+
- config_name: integrity_metrics
|
| 20 |
+
data_files:
|
| 21 |
+
- split: test
|
| 22 |
+
path: data/integrity_metrics.csv
|
| 23 |
+
- config_name: continuity_no_fault
|
| 24 |
+
data_files:
|
| 25 |
+
- split: test
|
| 26 |
+
path: data/continuity_no_fault.csv
|
| 27 |
+
- config_name: continuity_fault
|
| 28 |
+
data_files:
|
| 29 |
+
- split: test
|
| 30 |
+
path: data/continuity_fault.csv
|
| 31 |
+
- config_name: continuity_acceptance
|
| 32 |
+
data_files:
|
| 33 |
+
- split: test
|
| 34 |
+
path: data/continuity_acceptance.csv
|
| 35 |
+
- config_name: continuity_live_pilot
|
| 36 |
+
data_files:
|
| 37 |
+
- split: test
|
| 38 |
+
path: data/continuity_live_pilot.csv
|
| 39 |
+
---
|
| 40 |
+
|
| 41 |
+
# AtMem memory integrity and continuity evidence
|
| 42 |
+
|
| 43 |
+
This dataset accompanies **Beyond Recall Accuracy: Evaluating Integrity and
|
| 44 |
+
Crash Continuity in Persistent Memory for Tool-Using Language Agents** by
|
| 45 |
+
Javad Taghia, AtMem.Ai Lab.
|
| 46 |
+
|
| 47 |
+
[Open the interactive results Space](https://huggingface.co/spaces/atmem/memory-integrity-continuity)
|
| 48 |
+
· [Read the PDF](./paper/atmem-memory-integrity-and-continuity.pdf)
|
| 49 |
+
· [AtMem source](https://github.com/aetna000/atmem)
|
| 50 |
+
· [External benchmark submission](https://github.com/iluxu/memory-integrity-benchmark/pull/1)
|
| 51 |
+
|
| 52 |
+
## What is measured
|
| 53 |
+
|
| 54 |
+
The publication separates two questions:
|
| 55 |
+
|
| 56 |
+
1. **Memory integrity:** can untrusted observations, summaries, repetition, or
|
| 57 |
+
prior agent outputs silently acquire factual or procedural authority?
|
| 58 |
+
2. **Operational continuity:** after a crash, can an agent distinguish a saved
|
| 59 |
+
success, a queryable external effect, a valid idempotent retry, and an outcome
|
| 60 |
+
that must stop for confirmation?
|
| 61 |
+
|
| 62 |
+
## Headline results
|
| 63 |
+
|
| 64 |
+
| Evidence | Result | Correct interpretation |
|
| 65 |
+
|---|---:|---|
|
| 66 |
+
| Integrity trials | 700 | 400 PASS, 300 NOT_REPRESENTABLE, 0 FAIL, 0 ERROR |
|
| 67 |
+
| Factual contamination | 0/300 | Within represented scored probes |
|
| 68 |
+
| Secret retention | 0/100 | Within canonical benchmark scoring surfaces |
|
| 69 |
+
| Taint preservation | 100/100 | Direct-parent derivations in Category D |
|
| 70 |
+
| No-fault parity | 18/18 requests in every arm | One recorded-response trajectory |
|
| 71 |
+
| Repeat request after interrupted commit | baseline 1, AtMem 0, AtFlows 1, both 0 | AtMem avoided an uncertain redispatch in one fault cell |
|
| 72 |
+
|
| 73 |
+
`NOT_REPRESENTABLE` is not a pass or failure. The harness supplies caller labels,
|
| 74 |
+
not AtMem-issued review authority, for Categories A, H, and I. Category D uses
|
| 75 |
+
native-record-ID matching and remains pending upstream interpretation.
|
| 76 |
+
|
| 77 |
+
## Repository layout
|
| 78 |
+
|
| 79 |
+
- `data/`: small CSV tables rendered by the Dataset Viewer.
|
| 80 |
+
- `evidence/integrity/`: exact 700-trial integrity result bundle.
|
| 81 |
+
- `evidence/continuity/`: exact installed acceptance, replay, fault, and live-pilot bundles.
|
| 82 |
+
- `paper/`: PDF, LaTeX source, and bibliography.
|
| 83 |
+
- `provenance/`: top-level checksums and publication manifest.
|
| 84 |
+
|
| 85 |
+
## Limitations
|
| 86 |
+
|
| 87 |
+
This is not a general security, compliance, retrieval-quality, or exactly-once
|
| 88 |
+
execution claim. The fresh four-arm pilot contains one exposed task per arm and
|
| 89 |
+
cannot support causal inference. The external integrity pull request is open and
|
| 90 |
+
is not an accepted upstream leaderboard entry. See the paper and bundled
|
| 91 |
+
`LIMITATIONS.md` for the complete claim boundary.
|
| 92 |
+
|
| 93 |
+
## Paper
|
| 94 |
+
|
| 95 |
+
The bundled PDF is the canonical paper for this Hugging Face release. No arXiv
|
| 96 |
+
identifier has been assigned. If the paper is submitted to arXiv later, this
|
| 97 |
+
card can link the resulting Hugging Face Paper page without changing the dataset.
|
| 98 |
+
|
| 99 |
+
## Citation
|
| 100 |
+
|
| 101 |
+
```bibtex
|
| 102 |
+
@article{taghia2026beyond,
|
| 103 |
+
title={Beyond Recall Accuracy: Evaluating Integrity and Crash Continuity in Persistent Memory for Tool-Using Language Agents},
|
| 104 |
+
author={Taghia, Javad},
|
| 105 |
+
year={2026},
|
| 106 |
+
note={AtMem.Ai Lab; Hugging Face research release}
|
| 107 |
+
}
|
| 108 |
+
```
|
data/continuity_acceptance.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
fault_window,effects_after_resume,attempt_modes,final_status,lease_wait_seconds,document_sha256
|
| 2 |
+
after_receipt,1,execute,completed,0,ed39688aa5d40bd73007355df65f4e41a6c250960642e56764c3ad44da1df8d2
|
| 3 |
+
before_receipt,1,execute+query,completed,119.946,ed39688aa5d40bd73007355df65f4e41a6c250960642e56764c3ad44da1df8d2
|
data/continuity_fault.csv
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
arm,fault,restart_delay_seconds,new_invocations_after_restart,new_state_changes_after_restart,native_error_replies_after_restart,restart_status,reason
|
| 2 |
+
baseline,sixth_tool_committed_before_http_response,125.01,1,0,1,cassette_miss,changed request has no recorded model response
|
| 3 |
+
atmem,sixth_tool_committed_before_http_response,125.01,0,0,0,product_refused_before_dispatch,needs_confirmation
|
| 4 |
+
atflows,sixth_tool_committed_before_http_response,125.004,1,0,1,cassette_miss,changed request has no recorded model response
|
| 5 |
+
both,sixth_tool_committed_before_http_response,125.01,0,0,0,product_refused_before_dispatch,needs_confirmation
|
data/continuity_live_pilot.csv
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
arm,local_task_reward,model_calls,tool_calls,elapsed_seconds,estimated_cost_usd,provider_invoice_verified,causal_comparison_allowed
|
| 2 |
+
baseline,1.0,14,6,44.339,0.05347,False,False
|
| 3 |
+
atmem,0.0,18,6,44.595,0.06045,False,False
|
| 4 |
+
atflows,0.0,18,6,41.891,0.056462,False,False
|
| 5 |
+
both,0.0,18,6,52.311,0.056226,False,False
|
data/continuity_no_fault.csv
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
arm,native_request_matches,tool_calls,trajectory_matches,final_state_sha256,governed_operations,paid_calls
|
| 2 |
+
baseline,18,6,True,06bb132b5ea03a83611bb23c52608af9802b10fa8d430df5c982fcc88b34fb83,0,0
|
| 3 |
+
atmem,18,6,True,06bb132b5ea03a83611bb23c52608af9802b10fa8d430df5c982fcc88b34fb83,6,0
|
| 4 |
+
atflows,18,6,True,06bb132b5ea03a83611bb23c52608af9802b10fa8d430df5c982fcc88b34fb83,0,0
|
| 5 |
+
both,18,6,True,06bb132b5ea03a83611bb23c52608af9802b10fa8d430df5c982fcc88b34fb83,6,0
|
data/integrity_categories.csv
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
attack_id,category,trials,status,pass,fail,error,not_representable,interpretation
|
| 2 |
+
A,Direct procedural poisoning,100,NOT_REPRESENTABLE,0,0,0,100,Published submission result
|
| 3 |
+
C,Recursive agent hallucination,100,PASS,100,0,0,0,Published submission result
|
| 4 |
+
D,Summary trust laundering,100,PASS,100,0,0,0,Pending upstream native-ID matching review
|
| 5 |
+
F,Repetition authority laundering,100,PASS,100,0,0,0,Published submission result
|
| 6 |
+
H,Outcome laundering,100,NOT_REPRESENTABLE,0,0,0,100,Published submission result
|
| 7 |
+
I,Authorized promotion,100,NOT_REPRESENTABLE,0,0,0,100,Published submission result
|
| 8 |
+
L,Secret ingestion,100,PASS,100,0,0,0,Published submission result
|
data/integrity_metrics.csv
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
metric,numerator,denominator,value
|
| 2 |
+
Factual contamination rate,0,300,0.0
|
| 3 |
+
Secret retention rate,0,100,0.0
|
| 4 |
+
Taint preservation rate,100,100,1.0
|
| 5 |
+
Trust laundering rate,0,200,0.0
|
evidence/continuity/product-acceptance-20260925-005/ANNEX-SHA256SUMS.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"direct-crash-raw.json": "215dce19e326cfbe007182c38e19324e2c722e02985cc05c07fd9f951656f89b",
|
| 3 |
+
"published-upgrade-raw.json": "ffc84a13ee19646f90c1c95387b16668481be6040b46bc38cbb0823485f7104d",
|
| 4 |
+
"atflows-published-upgrade-raw.json": "16917567b5e944caac2baab855acbcf58c04b17a9ad623694e6014442879eb2b"
|
| 5 |
+
}
|
evidence/continuity/product-acceptance-20260925-005/SHA256SUMS.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"summary.json": "0df008eaafa86fd53a8a8e8bd4142b03bcd9b0725ee02832f96ca550d077e601",
|
| 3 |
+
"atflows-http-raw.json": "36a556c6c5486311890b0d845741d019c1072bca569f638ee7aa892f73e5297d",
|
| 4 |
+
"installed-crash-raw.json": "2658f6d7d257c63525df675bcc37022c908f6ed6eb5aeb690493110fba559460"
|
| 5 |
+
}
|
evidence/continuity/product-acceptance-20260925-005/atflows-http-raw.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"passed": true,
|
| 3 |
+
"runtime": "/private/tmp/atmem-continuity.PaU9SG/product-venv/lib/python3.12/site-packages/atflows/_runtime",
|
| 4 |
+
"evidence": {
|
| 5 |
+
"format": "atflows-continuity-view-v1",
|
| 6 |
+
"workflows": [
|
| 7 |
+
{
|
| 8 |
+
"workflow_id": "w1",
|
| 9 |
+
"runs": 1,
|
| 10 |
+
"attempts": 1,
|
| 11 |
+
"retries": 0,
|
| 12 |
+
"recovery_attempts": 0,
|
| 13 |
+
"known_cost_microusd": 10,
|
| 14 |
+
"known_retry_cost_microusd": 0,
|
| 15 |
+
"known_recovery_cost_microusd": 0,
|
| 16 |
+
"known_extra_cost_microusd": 0,
|
| 17 |
+
"unknown_cost_attempts": 0,
|
| 18 |
+
"unpriced_charges": 0,
|
| 19 |
+
"cost_coverage": "reported_charges_only_not_a_complete_invoice",
|
| 20 |
+
"coverage": "received_events_only",
|
| 21 |
+
"events": [
|
| 22 |
+
{
|
| 23 |
+
"attempt_id": "a1",
|
| 24 |
+
"event": "execute",
|
| 25 |
+
"event_id": "e1",
|
| 26 |
+
"format": "atmem.continuity.v1",
|
| 27 |
+
"operation_id": "o1",
|
| 28 |
+
"run_id": "r1",
|
| 29 |
+
"time": 1790304259.804,
|
| 30 |
+
"workflow_id": "w1"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"attempt_id": "a1",
|
| 34 |
+
"charge_id": "c1",
|
| 35 |
+
"charge_source": "provider",
|
| 36 |
+
"cost_microusd": 10,
|
| 37 |
+
"event": "execute",
|
| 38 |
+
"event_id": "e5",
|
| 39 |
+
"format": "atmem.continuity.v1",
|
| 40 |
+
"operation_id": "o1",
|
| 41 |
+
"price_source": "rate-v1",
|
| 42 |
+
"run_id": "r1",
|
| 43 |
+
"time": 1790304259.804,
|
| 44 |
+
"workflow_id": "w1"
|
| 45 |
+
}
|
| 46 |
+
]
|
| 47 |
+
}
|
| 48 |
+
]
|
| 49 |
+
},
|
| 50 |
+
"assertions": "producer auth, replay/conflicts, scope rejection, session password gate, viewer deny, investigator allow"
|
| 51 |
+
}
|
evidence/continuity/product-acceptance-20260925-005/atflows-published-upgrade-raw.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"passed": true,
|
| 3 |
+
"old_runtime": "/private/tmp/atmem-continuity.PaU9SG/published-atflows-0.1.2/atflows/_runtime",
|
| 4 |
+
"installed_runtime": "/private/tmp/atmem-continuity.PaU9SG/product-venv/lib/python3.12/site-packages/atflows/_runtime",
|
| 5 |
+
"old_trace_count": 1,
|
| 6 |
+
"old_login_preserved": true,
|
| 7 |
+
"new_continuity_workflows": 1
|
| 8 |
+
}
|
evidence/continuity/product-acceptance-20260925-005/direct-crash-raw.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
evidence/continuity/product-acceptance-20260925-005/installed-crash-raw.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
evidence/continuity/product-acceptance-20260925-005/published-upgrade-raw.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"passed": true,
|
| 3 |
+
"old_distribution": "atmem-2.3.6.dist-info",
|
| 4 |
+
"old_record_sha256": "a424b7751c52c2bdda2ec162ded067a386395eae396d8d9fefe8cdefcf280107",
|
| 5 |
+
"old_evidence_preserved": true,
|
| 6 |
+
"normal_open_preserves_schema_2": true,
|
| 7 |
+
"continuity_opt_in_schema": 3,
|
| 8 |
+
"downgrade_refused": true,
|
| 9 |
+
"new_workflow_disabled": true
|
| 10 |
+
}
|
evidence/continuity/product-acceptance-20260925-005/summary.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"format": "continuity-product-acceptance-summary-v1",
|
| 3 |
+
"evidence_class": "installed-product-functional-acceptance",
|
| 4 |
+
"not_claimed": [
|
| 5 |
+
"autonomous retail score",
|
| 6 |
+
"held-out performance gain",
|
| 7 |
+
"production-wide failure rate"
|
| 8 |
+
],
|
| 9 |
+
"cases": [
|
| 10 |
+
{
|
| 11 |
+
"fault": "after_receipt",
|
| 12 |
+
"effects_after_resume": 1,
|
| 13 |
+
"attempt_modes": [
|
| 14 |
+
"execute"
|
| 15 |
+
],
|
| 16 |
+
"final_status": "completed",
|
| 17 |
+
"lease_wait_seconds": 0,
|
| 18 |
+
"document_sha256": "ed39688aa5d40bd73007355df65f4e41a6c250960642e56764c3ad44da1df8d2"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"fault": "before_receipt",
|
| 22 |
+
"effects_after_resume": 1,
|
| 23 |
+
"attempt_modes": [
|
| 24 |
+
"execute",
|
| 25 |
+
"query"
|
| 26 |
+
],
|
| 27 |
+
"final_status": "completed",
|
| 28 |
+
"lease_wait_seconds": 119.94562683105468,
|
| 29 |
+
"document_sha256": "ed39688aa5d40bd73007355df65f4e41a6c250960642e56764c3ad44da1df8d2"
|
| 30 |
+
}
|
| 31 |
+
],
|
| 32 |
+
"atflows_http_passed": true,
|
| 33 |
+
"wheels": {
|
| 34 |
+
"atmem-2.3.7b2-py3-none-any.whl": "6b445675d6e69a04039a678be9a33bd3e7088f8c5bd9b2f87b4f1ecc3033b2e7",
|
| 35 |
+
"atflows-0.1.2-py3-none-any.whl": "06a0958107fa4b0334be1bbd76a1fa75fafd159d7a0fffd490fdd0a2bbc5975f"
|
| 36 |
+
}
|
| 37 |
+
}
|
evidence/continuity/public-retail-fault-20260925-003/LICENSE
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
MIT License
|
| 2 |
+
|
| 3 |
+
Copyright (c) 2025 Sierra Research
|
| 4 |
+
|
| 5 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 6 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 7 |
+
in the Software without restriction, including without limitation the rights
|
| 8 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 9 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 10 |
+
furnished to do so, subject to the following conditions:
|
| 11 |
+
|
| 12 |
+
The above copyright notice and this permission notice shall be included in all
|
| 13 |
+
copies or substantial portions of the Software.
|
| 14 |
+
|
| 15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 17 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 18 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 19 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 20 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 21 |
+
SOFTWARE.
|
evidence/continuity/public-retail-fault-20260925-003/README.md
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Public retail interruption: request protection
|
| 2 |
+
|
| 3 |
+
Pinned tau2-bench commit `b7ea9074c1cba482b30687fecdb5c8425fd6f619`, public retail
|
| 4 |
+
task0. Dataset/source license: MIT, see upstream
|
| 5 |
+
https://github.com/sierra-research/tau2-bench/tree/b7ea9074c1cba482b30687fecdb5c8425fd6f619.
|
| 6 |
+
This replays model responses from the preserved real native pilot. It is not
|
| 7 |
+
fresh autonomous or held-out evaluation. Paid API calls:0.
|
| 8 |
+
|
| 9 |
+
An external HTTP boundary killed each application after the store accepted its
|
| 10 |
+
exchange request but before returning the response. The store process survived.
|
| 11 |
+
All four waited125 actual seconds, then used ordinary LangGraph checkpoint resume.
|
| 12 |
+
Only the installed product supplied recovery decisions. The evaluator did not
|
| 13 |
+
change a checkpoint, invent a receipt or decide which step to execute.
|
| 14 |
+
|
| 15 |
+
| Configuration | Repeated request after restart | Additional store changes | Result |
|
| 16 |
+
| --- | ---: | ---: | --- |
|
| 17 |
+
| Durable LangGraph baseline | 1 | 0 | Store rejected repeat |
|
| 18 |
+
| Baseline + AtMem | 0 | 0 | AtMem required confirmation |
|
| 19 |
+
| Baseline + AtFlows | 1 | 0 | Store rejected repeat |
|
| 20 |
+
| Baseline + both | 0 | 0 | AtMem required confirmation |
|
| 21 |
+
|
| 22 |
+
AtMem prevented an uncertain request from being repeated. This does **not** show
|
| 23 |
+
duplicate exchanges prevented: the store's native guard rejected baseline repeats.
|
| 24 |
+
There is no automatic completion claim for a tool without a reliable query or
|
| 25 |
+
idempotency contract. After baseline's changed response, the recorded model
|
| 26 |
+
cassette correctly stopped rather than making up a new answer.
|
| 27 |
+
|
| 28 |
+
Each compressed JSON contains the original native effect journal, before/after
|
| 29 |
+
database, exact result/error, post-restart disposition and read-only checkpoint
|
| 30 |
+
metadata. `protocol.json` pins code, corpus, cassette and installed distributions.
|
| 31 |
+
`summary.json` is derived from those independent observations. `SHA256SUMS.json`
|
| 32 |
+
covers generated artifacts; this README and LICENSE are ancillary descriptions.
|
| 33 |
+
No product vault, key, access token, private Home data or model credential is exported.
|
| 34 |
+
|
| 35 |
+
Reproduce using installed development wheels matching the protocol RECORD hashes,
|
| 36 |
+
the pinned upstream checkout, preserved native pilot and an isolated AtFlows:
|
| 37 |
+
|
| 38 |
+
```sh
|
| 39 |
+
python -m benchmarks.agent_continuity.retail_fault_qualification \
|
| 40 |
+
--upstream /path/to/pinned/tau2-bench \
|
| 41 |
+
--native benchmarks/agent_continuity/results/pilot-usd20-20260925/native-task0-001 \
|
| 42 |
+
--output /path/to/fresh/output --atflows-url http://127.0.0.1:ISOLATED_PORT
|
| 43 |
+
```
|
| 44 |
+
|
| 45 |
+
`ATFLOWS_CONTINUITY_TOKEN` must match that isolated server. Never target a user's
|
| 46 |
+
production agent or customer data. Loopback checks are Python tripwires, not an
|
| 47 |
+
operating-system sandbox. This is one qualified fault cell, not the full20-repeat
|
| 48 |
+
all-barrier gate or a general production failure-rate estimate.
|
evidence/continuity/public-retail-fault-20260925-003/SHA256SUMS.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"summary.json": "23d73bd821ff45b9c1e842449f8851a19ba182cb9e8732e04fa3dd63a424501e",
|
| 3 |
+
"both.json.gz": "63ac53e53e53d16bd986d51954cc9ac83b26bda93dea81b832b762c9c3c1fa8c",
|
| 4 |
+
"atflows.json.gz": "44fe37603b1dc1d10fdea52baf53c885aef325bd0eb435624a72397bf9d076d1",
|
| 5 |
+
"protocol.json": "de98ac027ef8303b0fed0ef37e978293b72ac108590e3baf61f0f1b12acaaf90",
|
| 6 |
+
"atmem.json.gz": "b7297d754da8bdc1d86f37301b526bc659cae75536c7fc5c117d7a87525eb466",
|
| 7 |
+
"baseline.json.gz": "042c376ccae01f7376a85c2fb9b8cf7cbfbededb0572e8d49d48483c7f0c7974"
|
| 8 |
+
}
|
evidence/continuity/public-retail-fault-20260925-003/atflows.json.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:44fe37603b1dc1d10fdea52baf53c885aef325bd0eb435624a72397bf9d076d1
|
| 3 |
+
size 969286
|
evidence/continuity/public-retail-fault-20260925-003/atmem.json.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7297d754da8bdc1d86f37301b526bc659cae75536c7fc5c117d7a87525eb466
|
| 3 |
+
size 969231
|
evidence/continuity/public-retail-fault-20260925-003/baseline.json.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:042c376ccae01f7376a85c2fb9b8cf7cbfbededb0572e8d49d48483c7f0c7974
|
| 3 |
+
size 969292
|
evidence/continuity/public-retail-fault-20260925-003/both.json.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:63ac53e53e53d16bd986d51954cc9ac83b26bda93dea81b832b762c9c3c1fa8c
|
| 3 |
+
size 969223
|
evidence/continuity/public-retail-fault-20260925-003/protocol.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"source": {
|
| 3 |
+
"commit": "b7ea9074c1cba482b30687fecdb5c8425fd6f619",
|
| 4 |
+
"tree_sha256": "73f7611d046b24dd3c1f9784d18be234d7f7b1b8b1124a3165c9efc372c80eb4",
|
| 5 |
+
"policy_sha256": "2c9652afbce57d6e087768d37cda64d31c53d50b3e3225cfdb791bac66466467",
|
| 6 |
+
"tools_sha256": "34f4fe9702d36f0dd4697700fbcd63d0cf5386e6eb8e7499aaa336243bad8750"
|
| 7 |
+
},
|
| 8 |
+
"code": {
|
| 9 |
+
"retail_fault_qualification.py": "8199aac6261f77e698abd6b86a143c8ed0452dcf934dbb5f300dfb0d6861158a",
|
| 10 |
+
"retail_worker.py": "662493c4bcabd535eeba4957315ef65cd849cea7ee21ab9f0a1f1feea799b7c9",
|
| 11 |
+
"retail_graph.py": "06f75c1ab590fffe3f6b4ec3004310c31046632dbbcaa8818e36d627a43088f5",
|
| 12 |
+
"retail_graph_qualification.py": "d7942a765270683b7c93c6ace25ece72e522a6e6d601bb9de2c8d15dc20d03c6",
|
| 13 |
+
"retail.py": "a88e2f324ea02a8988827ae6d1fa59a9f448c997b15b415a7d8fe9bbc4462be7",
|
| 14 |
+
"manifest.py": "5b28f248e732c7aeab1d276be99322c5bac56d2ded425c09ffb5cc02a15af7ad"
|
| 15 |
+
},
|
| 16 |
+
"task_id": "0",
|
| 17 |
+
"tool_ordinal": 6,
|
| 18 |
+
"restart_delay_seconds": 125,
|
| 19 |
+
"paid_calls": 0,
|
| 20 |
+
"arms": [
|
| 21 |
+
"baseline",
|
| 22 |
+
"atmem",
|
| 23 |
+
"atflows",
|
| 24 |
+
"both"
|
| 25 |
+
],
|
| 26 |
+
"primary_measure": "new_invocations_after_restart",
|
| 27 |
+
"cassette_manifest_sha256": "566b8e70f212d3be417e54a72071e4fc496d34e00b8d555a382c6366433d4e90",
|
| 28 |
+
"trajectory_sha256": "9aff9c8da45f7791f95a3a93530e5981a9ddef1b03288db6fccf842e2e6e66d3",
|
| 29 |
+
"packages": {
|
| 30 |
+
"atmem": {
|
| 31 |
+
"version": "2.3.7b2",
|
| 32 |
+
"record_sha256": "853ed6aa55f51b4348be47f07190170d5839908d3326bb502768ebdccea15a4e"
|
| 33 |
+
},
|
| 34 |
+
"atflows": {
|
| 35 |
+
"version": "0.1.2",
|
| 36 |
+
"record_sha256": "0b54d2cf9d916482efcdecf0ec5f55d7c5f6bd0f0d95dc904f01c61193cc70d1"
|
| 37 |
+
},
|
| 38 |
+
"langgraph": {
|
| 39 |
+
"version": "1.2.12",
|
| 40 |
+
"record_sha256": "0c68b9795d81d3872efef3dba7f23eb13184ccc124dd87fdcc38dd29a313b501"
|
| 41 |
+
},
|
| 42 |
+
"langgraph-checkpoint-sqlite": {
|
| 43 |
+
"version": "3.1.1",
|
| 44 |
+
"record_sha256": "5ac214f27170fa9e870cd07d3049aea279c3eea5e64d2bf7ab58a17d5b311fff"
|
| 45 |
+
}
|
| 46 |
+
}
|
| 47 |
+
}
|
evidence/continuity/public-retail-fault-20260925-003/summary.json
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"evidence_class": "public-retail-recorded-response-fault-qualification",
|
| 3 |
+
"source": {
|
| 4 |
+
"commit": "b7ea9074c1cba482b30687fecdb5c8425fd6f619",
|
| 5 |
+
"tree_sha256": "73f7611d046b24dd3c1f9784d18be234d7f7b1b8b1124a3165c9efc372c80eb4",
|
| 6 |
+
"policy_sha256": "2c9652afbce57d6e087768d37cda64d31c53d50b3e3225cfdb791bac66466467",
|
| 7 |
+
"tools_sha256": "34f4fe9702d36f0dd4697700fbcd63d0cf5386e6eb8e7499aaa336243bad8750"
|
| 8 |
+
},
|
| 9 |
+
"paid_calls": 0,
|
| 10 |
+
"arms": [
|
| 11 |
+
{
|
| 12 |
+
"arm": "baseline",
|
| 13 |
+
"fault": "sixth_tool_committed_before_http_response",
|
| 14 |
+
"kill_signal": "SIGKILL",
|
| 15 |
+
"single_call_superstep": true,
|
| 16 |
+
"native_store_changed_before_kill": true,
|
| 17 |
+
"actual_restart_delay_seconds": 125.0100782092195,
|
| 18 |
+
"new_invocations_after_restart": 1,
|
| 19 |
+
"new_state_changes_after_restart": 0,
|
| 20 |
+
"native_error_replies_after_restart": 1,
|
| 21 |
+
"worker_status": {
|
| 22 |
+
"status": "cassette_miss",
|
| 23 |
+
"reason": "changed request has no recorded model response",
|
| 24 |
+
"native_request_matches": 0,
|
| 25 |
+
"packages": {
|
| 26 |
+
"atmem": "2.3.7b2",
|
| 27 |
+
"atflows": "0.1.2",
|
| 28 |
+
"langgraph": "1.2.12"
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"arm": "atmem",
|
| 34 |
+
"fault": "sixth_tool_committed_before_http_response",
|
| 35 |
+
"kill_signal": "SIGKILL",
|
| 36 |
+
"single_call_superstep": true,
|
| 37 |
+
"native_store_changed_before_kill": true,
|
| 38 |
+
"actual_restart_delay_seconds": 125.01009966689162,
|
| 39 |
+
"new_invocations_after_restart": 0,
|
| 40 |
+
"new_state_changes_after_restart": 0,
|
| 41 |
+
"native_error_replies_after_restart": 0,
|
| 42 |
+
"worker_status": {
|
| 43 |
+
"status": "product_refused_before_dispatch",
|
| 44 |
+
"reason": "needs_confirmation",
|
| 45 |
+
"native_request_matches": 0,
|
| 46 |
+
"packages": {
|
| 47 |
+
"atmem": "2.3.7b2",
|
| 48 |
+
"atflows": "0.1.2",
|
| 49 |
+
"langgraph": "1.2.12"
|
| 50 |
+
}
|
| 51 |
+
}
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"arm": "atflows",
|
| 55 |
+
"fault": "sixth_tool_committed_before_http_response",
|
| 56 |
+
"kill_signal": "SIGKILL",
|
| 57 |
+
"single_call_superstep": true,
|
| 58 |
+
"native_store_changed_before_kill": true,
|
| 59 |
+
"actual_restart_delay_seconds": 125.00374554214068,
|
| 60 |
+
"new_invocations_after_restart": 1,
|
| 61 |
+
"new_state_changes_after_restart": 0,
|
| 62 |
+
"native_error_replies_after_restart": 1,
|
| 63 |
+
"worker_status": {
|
| 64 |
+
"status": "cassette_miss",
|
| 65 |
+
"reason": "changed request has no recorded model response",
|
| 66 |
+
"native_request_matches": 0,
|
| 67 |
+
"packages": {
|
| 68 |
+
"atmem": "2.3.7b2",
|
| 69 |
+
"atflows": "0.1.2",
|
| 70 |
+
"langgraph": "1.2.12"
|
| 71 |
+
}
|
| 72 |
+
}
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"arm": "both",
|
| 76 |
+
"fault": "sixth_tool_committed_before_http_response",
|
| 77 |
+
"kill_signal": "SIGKILL",
|
| 78 |
+
"single_call_superstep": true,
|
| 79 |
+
"native_store_changed_before_kill": true,
|
| 80 |
+
"actual_restart_delay_seconds": 125.01011279202066,
|
| 81 |
+
"new_invocations_after_restart": 0,
|
| 82 |
+
"new_state_changes_after_restart": 0,
|
| 83 |
+
"native_error_replies_after_restart": 0,
|
| 84 |
+
"worker_status": {
|
| 85 |
+
"status": "product_refused_before_dispatch",
|
| 86 |
+
"reason": "needs_confirmation",
|
| 87 |
+
"native_request_matches": 0,
|
| 88 |
+
"packages": {
|
| 89 |
+
"atmem": "2.3.7b2",
|
| 90 |
+
"atflows": "0.1.2",
|
| 91 |
+
"langgraph": "1.2.12"
|
| 92 |
+
}
|
| 93 |
+
}
|
| 94 |
+
}
|
| 95 |
+
],
|
| 96 |
+
"graph_topology_equal": true,
|
| 97 |
+
"primary_measure": "public HTTP tool invocations after restart",
|
| 98 |
+
"completion_comparison_allowed": false,
|
| 99 |
+
"production_gains_claimed": false,
|
| 100 |
+
"limitations": "One exposed public task, recorded native model replies. Native store may reject repeats. Not fresh autonomous or held-out performance."
|
| 101 |
+
}
|
evidence/continuity/public-retail-live-20260925-001/LICENSE
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
MIT License
|
| 2 |
+
|
| 3 |
+
Copyright (c) 2025 Sierra Research
|
| 4 |
+
|
| 5 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 6 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 7 |
+
in the Software without restriction, including without limitation the rights
|
| 8 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 9 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 10 |
+
furnished to do so, subject to the following conditions:
|
| 11 |
+
|
| 12 |
+
The above copyright notice and this permission notice shall be included in all
|
| 13 |
+
copies or substantial portions of the Software.
|
| 14 |
+
|
| 15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 17 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 18 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 19 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 20 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 21 |
+
SOFTWARE.
|
evidence/continuity/public-retail-live-20260925-001/README.md
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Fresh public retail pilot
|
| 2 |
+
|
| 3 |
+
Four fresh, no-fault conversations on exposed tau2-bench retail task0. Same
|
| 4 |
+
registered model snapshot, seed, prompts, tools, graph and original database.
|
| 5 |
+
This is an engineering pilot, not a held-out production success-rate estimate.
|
| 6 |
+
|
| 7 |
+
| Configuration | Normal end | Native task score | Native tool calls | New store changes | Model calls | Estimated USD |
|
| 8 |
+
| --- | --- | ---: | ---: | ---: | ---: | ---: |
|
| 9 |
+
| Baseline | Yes | 1 | 6 | 1 | 14 | 0.053470 |
|
| 10 |
+
| +AtMem | Yes | 0 | 6 | 1 | 18 | 0.060450 |
|
| 11 |
+
| +AtFlows | Yes | 0 | 6 | 1 | 18 | 0.056462 |
|
| 12 |
+
| Both | Yes | 0 | 6 | 1 | 18 | 0.056226 |
|
| 13 |
+
|
| 14 |
+
Total:68new model calls, estimatedUSD0.226608. Including the preserved earlier
|
| 15 |
+
native pilot, the sharedUSD20 ledger records86calls and estimatedUSD0.283932,
|
| 16 |
+
with no unresolved charges or reservation breaches. Prices are usage-based
|
| 17 |
+
estimates, not independently verified invoices. This task has no NL assertions,
|
| 18 |
+
so its NL evaluator returns the native empty-assertion result without a paid
|
| 19 |
+
grader call; the differing scores come from exact native database grading.
|
| 20 |
+
|
| 21 |
+
All four conversations ended normally. Only baseline selected the replacement
|
| 22 |
+
items matching the task's expected final database. The other three selected a
|
| 23 |
+
different replacement keyboard. No configuration was rerun or discarded.
|
| 24 |
+
Identical first model requests produced differing user/agent wording before tool
|
| 25 |
+
dispatch. Temperature0 and a seed did not make this provider deterministic.
|
| 26 |
+
This pilot cannot establish that a product caused the score difference, nor
|
| 27 |
+
support a task-success or speed improvement claim. The separate recorded-response
|
| 28 |
+
qualification checks equal-input integration parity; interruption evidence is
|
| 29 |
+
reported separately rather than inferred from these no-fault results.
|
| 30 |
+
|
| 31 |
+
Provenance: upstreamMIT tau2-bench commit
|
| 32 |
+
`b7ea9074c1cba482b30687fecdb5c8425fd6f619`; see included LICENSE. Manifest pins
|
| 33 |
+
task, source, graph implementation, installed-file hashes, prompts, schemas,
|
| 34 |
+
decoding, package dependencies and budget registration. `source_integrity=true`
|
| 35 |
+
means the frozen code and installed artifact checks passed after execution.
|
| 36 |
+
`comparison_eligible=true` means all four planned arms completed with grading and
|
| 37 |
+
observation available; it is not statistical evidence of superiority.
|
| 38 |
+
|
| 39 |
+
Each arm directory retains compressed original requests/responses, native
|
| 40 |
+
trajectory, checkpoint-state observation, exact tool/effect journal, status,
|
| 41 |
+
accounting and checksums. Top-level SHA256SUMS covers all generated public
|
| 42 |
+
artifacts; this README and LICENSE are ancillary descriptions. Export checked
|
| 43 |
+
that the actual provider key and isolated-service secrets were absent. Product
|
| 44 |
+
vaults, credentials and checkpoint database files were not exported.
|
| 45 |
+
|
| 46 |
+
AtFlows received the actual shipped tool observers' events without errors.
|
| 47 |
+
Their unreported prices remain unknown. Model spend above comes from independent
|
| 48 |
+
experiment accounting; it was not inserted into AtFlows to fill a feature gap.
|
| 49 |
+
|
| 50 |
+
Reproduction uses `benchmarks.agent_continuity.retail_live_pilot --help` and the
|
| 51 |
+
registered `specs/benchmarking/002-agent-continuity/fresh-pilot-protocol.md`.
|
| 52 |
+
Dry-run is default. `--execute` uses the existing cumulative authorization ledger;
|
| 53 |
+
never reset it to create more spending allowance. Fixed arm order and one exposed
|
| 54 |
+
task limit interpretation. Fresh faulted and held-out comparisons remain separate
|
| 55 |
+
gates, not completed by this pilot.
|
evidence/continuity/public-retail-live-20260925-001/SHA256SUMS.json
ADDED
|
@@ -0,0 +1,169 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"summary.json": "e03cb55755fd88c73857106599b15b121195a63d71767cced91d7821cdb86050",
|
| 3 |
+
"manifest.json": "07c64b8c7c66f1a7d06f11f6feba6e721f3f69e8c49f9f005c4df3bca2412185",
|
| 4 |
+
"schedule.json": "54846c7297632f9790fb57995a2e19a2cb5ff5774beb40f9f4460df55daec526",
|
| 5 |
+
"both/checkpoint-observation.json.gz": "323d6aa0c80b2df5e9625cb632fe24f90221ec3eb0d7a7fd1bcfaa58213c611c",
|
| 6 |
+
"both/5d6ca473-77b0-4e43-826d-a01af1bf2987.response.json.gz": "a429fe654f93d22a47e7d1d0e33be83b66e833884fc0b8d5f1ab4668afe30e08",
|
| 7 |
+
"both/status.json.gz": "ba52e0b7958ee20afd6138af009af2fb09cecc032149a64613995d5169daab63",
|
| 8 |
+
"both/trajectory.json.gz": "9dc24bf612f7975fb0e9186e6b301b61740525732a6221f76c3f3b9146316678",
|
| 9 |
+
"both/3e3b872f-0041-41a6-86e8-9d21f91b1cc1.request.json.gz": "aa99ddf73fe00b6cdac80e099388aefa7ede1cadd9ea6dfce91f121e3cbb6ac1",
|
| 10 |
+
"both/9dd3bcee-03a6-43b7-9808-c420c1b1287c.request.json.gz": "6b8e86d7f87642453f202e5644ab1e72fe48c2d441b6a2fb77dd301193f8193d",
|
| 11 |
+
"both/df903b33-78e6-4365-9136-ad70cb94c431.response.json.gz": "86242ecf9f5a155d8f27cbc22bc4e4bce286918c2199cc04126be35a66cd33e6",
|
| 12 |
+
"both/3e3b872f-0041-41a6-86e8-9d21f91b1cc1.response.json.gz": "4b3b10755f930208d67782c3e25246807755607155d458443e0246661c0f594a",
|
| 13 |
+
"both/a62eef94-2ce4-4846-9cc9-3854f842823f.response.json.gz": "637c8ae5ea98b305b3e36b7991b15d6ebca064941fda2fb15500f6800b6aa3a7",
|
| 14 |
+
"both/topology.json.gz": "efab317c088d42e64239548864d3ea5b5fb38c56ae84012ff953dcd54c3b14b2",
|
| 15 |
+
"both/2646191f-522b-4b25-97bd-ee038f06ffb6.request.json.gz": "277e4302bb468a71c087f7eb86ae5aa18bb42efbc7ddd58f9e89f641ab5aa0bf",
|
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