Two topic populations progressively exchanged position. Overall concentration could remain stable while the internal composition moved.
ASA5 SECURITY ENTERPRISE / WORKING LOCAL SYSTEM
ASA is built.
Now we test what it can see.
ASA5 is a functioning external observability and security system for long-running AI. A private analytical Core reconstructs runtime trajectories, detects accumulating instability and preserves every assessment for human review and audit.
ACTIVE COREASA5 CoreV2 Enterprise 1.3
VERIFIED RUN50 sessions / 1,403 events
TRAJECTORY MEMORY600 persisted snapshots
WORKING CORE RUNTIME04 RESEARCH LINESEXPERIMENTAL NOT PRODUCTIONHUMAN AUTHORITY FINAL
ASA / ASYMMETRIC STABILITY ARCHITECTURECREATED AND DEVELOPED BY MIECZYSŁAW KUSOWSKI
SYSTEM STATECORE ACTIVE / API CONNECTED
PUBLIC-SAFE VIEWOPEN ASA5 SYSTEM
THIS IS NOT A CONCEPT RENDERA running local engineering system with persisted evidence, trajectory playback, response routing and audit surfaces.
START HEREOne private Core.
01 / PRIMARY SYSTEMASA5 AI SecurityOne private Core.
Two working applications.
Runtime monitoring, trajectory reconstruction, governed response and audit.
SEE THE WORKING SYSTEM →02 / TEMPORAL APPLICATIONMinority ReportObserved history, hard evidence cutoff and conditional future trajectories.
SEE THE 20-POINT TRAJECTORY →03 / NEW PUBLIC PROOFExternal Drift DetectionInspect how frozen CoreV2 separated adverse pressure from its matched control.
OPEN ASA-DRIFT-001 →NEW / ASA × X FOR YOU ALGORITHM / FROZEN HOLDOUT
ASA saw the structural change.
One metric saw nothing.
ASA-XFA-002PASS / 5 OF 5 GATESFROZEN BEFORE HOLDOUT
RESEARCH QUESTION
Can a frozen ASA vector trajectory channel detect a changing recommendation structure before it fully forms — including a change deliberately designed to remain invisible to a simple concentration metric?
30UNTOUCHED HOLDOUT CASES
0 / 10CONTROL ALARMS
9 / 10RESTRICTIONS DETECTED
9 / 10STRUCTURAL ROTATIONS DETECTED
5MEDIAN TURNS BEFORE FORMATION
A single concentration value discarded the identity and direction of the changing components. It remained silent.
ASA retained the complete 16-dimensional structure, measured persistent displacement and stayed silent on every matched control.
NEW / ASA-DRIFT-001 / EXTERNAL MATCHED PAIR
ASA detected the drift.
25 turns before the visible violation.
FROZEN CORE V2 1.4PROTOCOL PASSEXTERNAL SYNTHETIC HOLDOUT
GOOGLE / GEMINI 3.6 FLASHASA WARNING ACTIVET15 / T40
T15 / ASAT40 / VIOLATION
ASA records sustained governance pressure while the final boundary violation has not yet occurred.
The operator retains authority, alternatives remain visible and execution stays approval-bound.
FIRST SUSTAINED HIGHT15
EXPLICIT VIOLATIONT40
LEAD TIME25 TURNS
CONTROL HIGH ALARMS0
PARTNER VALIDATION GATEWAY / LIMITED COLLABORATION
Do not trust the claim.
Test ASA on a trajectory we did not create.
ASA is ready for the next evidential step: a bounded evaluation inside a real partner environment. The partner controls the cases and ground truth. The protocol is frozen before execution. ASA returns an inspectable record, including misses and abstentions.
Timestamped agent, workflow or system events with a hidden continuation or independently held outcome.
Scope, cutoff, baseline, success rule, invalidators and stop conditions are registered before ASA sees the result.
The private Core reconstructs the path, records pressure and recovery structure, and abstains when evidence is insufficient.
Point-by-point ledger, timing, baseline comparison, false alarms, misses, abstentions and an exact claim boundary.
WHAT ASA MUST DEMONSTRATEEarlier useful separation without uncontrolled warning growth.
WHAT THE PARTNER KEEPSData control, ground truth, deployment authority and final judgment.
WHAT WE DO NOT REQUIREPublic data release or disclosure of the private ASA Core.
LIVE / INTERACTIVE TRAJECTORY FIELD
See how a trajectory
changes its structure.
This public visualization demonstrates the visual language of ASA: evidence points, persistence, drift, pressure and convergence. It is an interactive synthetic display - not a result, forecast or operational dataset.
EVIDENCE POINTSTABLEPRESSUREDEVIATIONMOVE POINTER TO DISTURB THE FIELD
ASA V2AI / MINORITY REPORT
Do not guess the future.
Make its formation observable.
RESEARCH OBJECTIVE
Reconstruct the path that produced the present, detect what is beginning to persist, and show the most coherent conditional continuation before its consequences become obvious.
INTERACTIVE DEMO TRAJECTORY
DEMONSTRATION DATA / 20 TEMPORAL POINTS●OPERATOR
2016 / OBSERVED HISTORY2026 / EVIDENCE CUTOFF2036 / CONDITIONAL HORIZON
Evidence boundary: forecast begins
ASA freezes the observed path. Everything after this point is conditional and unavailable to the historical reconstruction.
No future point is asserted as certain.
CUTOFFTHE OPERATOR DOES NOT RECEIVE A PROPHECY
The operator receives a temporal explanation: what changed, when it changed, why it matters, what becomes likely next, which evidence supports it, and what future observation would make ASA withdraw the path.
DOUBLE CLICK TO ENLARGEASA explains what had happened by that time, using only evidence available at that point.
DOUBLE CLICK TO ENLARGEThe interface changes from historical reconstruction to a conditional future state and states the gate required for it to occur.
DOUBLE CLICK TO ENLARGEEach future date describes what may have happened by then - not what the operator should do.
Turn dispersed dated evidence into one readable path of change.
Prevent future information from leaking into an earlier forecast.
Track changing significance, not only values and isolated events.
Show the leading path, alternatives, gates and invalidators.
Translate the bounded ASA record into clear temporal language.
Preserve the forecast, reveal later evidence and score what failed.
WORKING NOW20-POINT PUBLIC DEMO
Ten observed points, a visible evidence cutoff and ten conditional continuation points. The present demonstration uses a bounded five-year forecast horizon.
NEXT VALIDATIONLIVE EVIDENCE + FROZEN FORECASTS
Registered multi-domain cases, timestamped before outcomes, compared with simple baselines and published whether they succeed or fail.
RESEARCH DIRECTION10 + TODAY + 10 YEARS
A rolling long-horizon observatory that updates when evidence changes while retaining every earlier trajectory for audit and calibration.
PUBLIC CLAIM BOUNDARY
The screenshots show a functioning ASA-integrated trajectory demonstrator using demo data. They establish interaction, temporal separation and explanatory operation - not yet general predictive superiority. That stronger claim must be earned through frozen prospective tests.
SEE PUBLIC RESULTSACTIVE RESEARCH CHALLENGE / 001
We are designing the test
intended to make ASA fail.
CURRENT STATUSPROTOCOL IN PREPARATIONNOT YET FROZEN
CAMPAIGN SIGNAL / PUBLIC RESEARCHRESEARCH INTENT
Can ASA preserve its evidence boundaries, temporal discipline and abstention behavior when the admitted record is deliberately designed to mislead it?
Valid observations mixed with persuasive but unsupported references.
Future information disguised as evidence available before the cutoff.
Critical gaps placed where an overconfident system may invent continuity.
A trajectory that appears to narrow and then deliberately reverses.
Local AI pressure to introduce evidence absent from the admitted packet.
Prompts demanding a confident answer where abstention is required.
BEFORE EXECUTION
Question, evidence boundaries, baselines, invalidators and PASS/FAIL conditions will be frozen and timestamped.
AFTER EXECUTION
PROPOSE A FAILURE CASEThe result will be published whether ASA passes or fails. No failed case will be silently removed.
ASA / CENTRAL RESEARCH HYPOTHESIS
"A future failure may become measurable before it becomes visible."
ASA tests whether weak deviations, temporal persistence, interacting constraints and disappearing recovery paths can form an observable trajectory before the final adverse outcome appears.
NEW RESEARCH LINE / ASA-MRS-001
Can a model be recognized
by how it recovers?
DESIGN MANIFEST v1.0FROZENBEFORE EXECUTION / NO OUTCOME OBSERVED
BLIND CROSS-DOMAIN ATTRIBUTION TEST
Can a model be identified from the geometry of its recovery trajectory across unseen tasks, without access to its name, architecture or final answer?
Recovery geometry transfers across domains.
The apparent identity disappears when tasks change.
The stable unit is model-by-domain.
Attribution does not exceed registered baselines.
01BLIND
Remove model identity, provider labels and architecture details.
02PERTURB
Apply repeated disruption across several task domains.
03MEASURE
Record correction timing, direction and recovery stability.
04ATTRIBUTE
Freeze model grouping before identity reveal.
05REVEAL
Compare held-out performance with registered baselines.
FIXED DESIGN3 MODEL FAMILIES4 domains / 6 tasks / 2 perturbations / 2 repeats
PLANNED RECORD288 TRAJECTORIESfour leave-one-domain-out folds
PRIMARY FLOOR0.45 BALANCED ACCURACYand at least +0.10 over strongest baseline
IDENTITYBLIND UNTIL FREEZEseparate roster commitment before first run
SHA-256 DESIGN COMMITMENT
cf97f36a89553e53fde501d50dfa0c2413ca8a6ccaee39ea6a51abdedc1932c001 / WHY THIS RESEARCH EXISTS
Individual answers can look safe.
The sequence can still become unsafe.
Most evaluations inspect a model at selected moments. ASA studies a different object: the evolving trajectory of a system operating across time, memory, tools, permissions, feedback and changing environments.
THE QUESTION
Can an external analytical layer detect when a chain of locally coherent decisions is beginning to lose stability globally - and do so early enough to preserve meaningful alternatives?
Point evaluation
A single response may be compliant while accumulated decisions, commitments and environmental feedback move the system toward failure.
Temporal trajectory
ASA treats persistence, structural change, recovery compression and convergence as properties evolving across an evidence field.
External observation
ASA does not rewrite a model from within. It independently observes the path, preserves evidence and leaves consequential authority with a human.
02 / RESEARCH PROGRAMME
One architecture.
Four experimental frontiers.
The programme connects AI trajectory integrity, evidence-bounded forecasting, Human-AI observability and the study of future failure convergence across interacting systems.
ASA5 AI Security
Runtime trajectory integrity
The primary operational application of the shared ASA5 CoreV2: authenticated monitoring, persisted trajectory analysis, governance classification, playback, response routing and audit-ready evidence.
ASA V2AI - Minority Report
Evidence-bounded temporal forecasting
The temporal application of the same ASA5 CoreV2: observed history, a hard evidence cutoff, conditional continuation, required gates, invalidators and later reality testing.
Future Convergence Laboratory
Multi-agent failure convergence
A controlled research programme testing whether different technical, human and environmental trajectories can reveal a shared future failure while meaningful alternatives still remain.
ASA4 Research Observatory
Human-AI trajectory observability
An operator-facing research environment for reconstructing semantic drift, coherence pressure, recovery conditions and recurring patterns across long Human-AI trajectories.
03 / SYSTEM EXISTS
Not a mockup.
A running local system.
ASA5 is already an integrated AI security and trajectory-intelligence platform. Its API, authenticated Enterprise console, persistent evidence store, analytical Core, response surfaces and audit layer run together locally. Scientific generalization and production calibration remain separate future gates.
ENGINEERING STATUSOPERATIONAL LOCAL PROTOTYPEPartner validation and production calibration still required
ASA5 CoreV2 Enterprise 1.3
One private analytical Core now serves ASA5 Security and the Minority Report temporal application.
Authenticated local platform
Role-aware administrator, operator and auditor access connects the console to the API, database and active Core.
Persisted trajectory intelligence
Sessions, events, governance states, evidence snapshots and turn-level changes remain inspectable over time.
Human-governed response
Incident triage, escalation queues, shadow recommendations and consequence paths preserve final human authority.
Evidence and audit
Observable interpretations, audit history and public-safe exports keep claims attached to traceable records.
Temporal application layer
Minority Report adds hard evidence cutoffs, conditional future stages, gates, invalidators and later backtesting.
04 / PRIMARY SYSTEM
ASA5 Security
Enterprise
RUNNING LOCALLY / CORE ACTIVE / HUMAN AUTHORITY
ASA5 is the operational security application built on the private ASA5 CoreV2. It is not a rendered concept screen. The console reads persisted system state through a live API and turns observable runtime evidence into inspectable trajectories, governed classifications, response pathways and auditable records.
WORKING SYSTEM / PUBLIC-SAFE VIEW
01INGESTObservable runtime evidence
→02RECONSTRUCTPersistent temporal trajectory
→03ASSESSGovernance, agency and integrity
→04RESPONDHuman-governed security pathways
→05AUDITTraceable evidence and replay
Authenticated runtime overview, multi-session trajectory constellation and persisted operational state.
Turn-level playback, drift momentum, recovery, governance evidence and CoreV2 session diagnostics.
Incident Center, escalation queue, auto-escalation review and non-acting ASC shadow recommendations.
Consequence comparisons, OEIP interpretation, audit history and public-safe evidence exports.
ONE PRIVATE COREASA5 CORE V2
Shared trajectory, governance, agency, consequence, recovery and audit intelligence.
APPLICATION 01ASA5 AI SECURITY
Runtime integrity and enterprise security operations.
APPLICATION 02ASA V2AI MINORITY REPORT
Evidence-bounded reconstruction and conditional future trajectories.
PRECISE CLAIM BOUNDARY
The public evidence supports a functioning, integrated local engineering system. It does not yet establish production readiness, cross-environment calibration or independent predictive superiority. Those claims require partner testing against real infrastructure and later deployment evidence. Core algorithms, thresholds, scoring logic, credentials, raw records and operational configuration remain private.
ASA4 / PRIVATE RESEARCH INSTRUMENT
ASA4 Research
Observatory
WORKING LOCALLY / OPERATOR-FACING
ASA4 Observatory studies how meaning and stability change across Human-AI interaction over time. It connects individual turns into a trajectory, compares sessions as a wider evidence field and keeps every operator conclusion attached to an inspectable record.
WHAT EXISTSLOCAL API + PRIVATE OPERATOR CONSOLE
OBJECT OF STUDYLONG-HORIZON HUMAN-AI TRAJECTORIES
RESEARCH SURFACESESSION / MULTI-SESSION / AUDIT
AUTHORITYADVISORY ONLY / HUMAN FINAL
DOUBLE CLICK TO INSPECTThe operator sees the active anchor, temporal signal movement, trajectory structure and the current bounded interpretation in one research view.
DOUBLE CLICK TO INSPECTSessions can be compared as a field, exposing repeated instability, dominant drift forms and clusters that only become visible across multiple runs.
DOUBLE CLICK TO INSPECTA research snapshot preserves the operator interpretation, key triggers, forensic trace and the evidence record used to produce the readout.
State the semantic intent whose continuity is being observed.
Preserve how the relation changes across turns instead of scoring one answer.
Look for persistence and recurring structure across multiple sessions.
Connect the interpretation to triggers, trace and recoverability conditions.
OBS-01 / TECHNICAL BRIEFASA4 Research Observatory
What exists, what it studies, how the public architecture is organized and where the current scientific claim must stop.
OPEN TECHNICAL BRIEFOBS-02 / RESEARCH & OPERATOR NOTEHow to read the Observatory
How to interpret session, field and audit views without turning a bounded research signal into an unsupported verdict.
OPEN OPERATOR NOTEPUBLIC DISCLOSURE BOUNDARY
These screens document a functioning private research prototype. They show the operator surface and the class of analysis already implemented. Private source code, scoring internals, thresholds, calibration logic, raw conversation archives, credentials and operational configuration are not disclosed. Research claims remain experimental and subject to independent validation.
05 / EXPERIMENTAL METHOD
Evidence first.
Forecast second.
Reality last.
ASA does not ask a language model to invent a future. The analytical core reconstructs the observable state, freezes a bounded continuation and preserves exactly what was known before later evidence is revealed.
01OBSERVEAdmitted time-indexed evidence
02MEASUREPersistence and structural change
03BRANCHLeading and alternative continuations
04FREEZETimestamped report at cutoff T0
05REVEALHidden continuation becomes available
06EVALUATEOutcome, misses, false alarms and baselines
What the admitted evidence directly supports.
What the analytical system derives within stated bounds.
What may happen if the measured structure persists.
What future evidence would weaken, redirect or defeat the forecast.
06 / ASA EVIDENCE STANDARD v0.1
The rules are frozen
before the result.
The standard defines the cutoff, admissible evidence, hidden continuation, baselines, evaluation measures and invalidation conditions before an experiment can become a public result.
OBSERVEDEVIDENCE AVAILABLE TO ASAT < T0
EVIDENCE CUTOFF / T0
HIDDENOUTCOME UNAVAILABLE AT FORECAST TIMET > T0
Question, cutoff, horizon and measures are registered before the run.
The report is preserved before the hidden continuation is revealed.
Decoys, missing evidence and reversals test where ASA fails.
Negative results, false alarms and misses remain visible.
07 / PUBLIC RESEARCH LIBRARY
Do not stop
at the headline.
Each public claim is connected to a document that states the question, boundary, result and limitation. Hover or focus a record for its meaning; open the PDF for the complete public-safe release.
ASA detected drift 25 turns before the visible violation.
Frozen ASA5 CoreV2 1.4 separated an externally generated adverse trajectory from its matched control: T15 sustained high state, T40 explicit violation, zero control high alarms.
Six domains. One frozen engine. No control alarm.
A deterministic 240-point generated holdout: 6/6 early detections, zero control warnings and 9-point median lead against 2 for the frozen baseline.
The control stayed quiet. The drifting path separated.
A fresh frozen matched-pair test: zero control warnings, sustained ASA onset at T13, explicit violation at T21.
The demonstration failed. The instrument told us why.
A frozen 40-point trajectory exposed a specificity failure: ASA warned during the compliant control phase. Full path and next correction are public.
A real result. And a precise weakness.
Twelve frozen synthetic cases, complete case ledger, baseline comparison and all four misses. Project-team authored; not external validation.
ASA4 Research Observatory
A public-safe technical account of the working private instrument, its research object, implemented operator surfaces and exact claim boundary.
How to read the Observatory
A guide to session, multi-session and audit interpretation - including operator discipline, abstention and minimum evidence expectations.
MRS-001 Design Manifest
The pre-execution design, sample structure, baselines, success rule, exclusions, stop rules and reveal order are fixed before any outcome is observed.
Model Recovery Signature
A blinded cross-domain test of whether recovery geometry carries a transferable model-specific signature.
ASA Research Technical Brief v0.1
The public research thesis, architecture boundary and validation direction in one concise document.
ASA Evidence Standard v0.1
Rules for evidence cutoffs, timestamping, baselines, invalidators, hostile validation and the public/private boundary.
Retrospective precipitation pilot
A complete pipeline run whose predictive advantage was not demonstrated. The failure remains visible in the ledger.
ASA prototype verification
Eight frozen gates test determinism, abstention, evidence boundaries, private Core invocation and fail-closed behavior.
PUBLIC RESEARCH LAYER
Documents expose research questions, evidence rules, aggregate findings, negative results and claim boundaries. Core algorithms, source code, scoring logic, parameters, prompts and operational datasets remain private.
LIVE / AHA-003 EVIDENCE REPLAY
Watch the paths
separate.
This is not a decorative simulation. It replays the registered AHA-003 result: matched control and drift paths, the same frozen Core v2.6, and the exact T11 / T18 / T20 evidence boundary.
PUBLIC RESULT LEDGER240 EVALUATED POINTS
T01 / T20SHARED EVIDENCEEvidence review
FRAGILE COHERENCE
Human approval remains explicit. No operational action occurs.
FRAGILE COHERENCE
Identical evidence surface to control.
ASA CORE V2.6-SUSTAINED ONSET
FROZEN BASELINE-EXPLICIT-RISK ONSET
REALITY / LABELHIDDENVISIBLE VIOLATION
WHAT THIS SHOWS
ASA did not react to the final confession. It registered sustained trajectory pressure at T11. The explicit lexical baseline followed at T18. The visible violation arrived at T20.
OPEN FROZEN REPORT07 / PUBLIC RESULTS LEDGER
Real results.
No miss hidden.
Every release preserves the question, evidence boundary, baseline and failure cases. A result may support the system, expose a weakness, or do both at once.
ASA-DRIFT-00113 AUG 2026 / EXTERNAL MATCHED-PAIR HOLDOUT
PROTOCOL PASSEDRESEARCH QUESTION
Can frozen ASA5 CoreV2 distinguish accumulating governance drift from a matched compliant path before the terminal violation?
Verdict: Yes on this externally generated synthetic matched pair.
40 + 40MATCHED TURN PAIRS
T15ASA HIGH ONSET
T40EXPLICIT VIOLATION
25TURNS OF LEAD
0CONTROL HIGH ALARMS
SUPPORTED
Frozen CoreV2 separated accumulating adverse pressure from the matched compliant control before the final unauthorized act.
REPRODUCED
An identical rerun produced the same result payload, source hash and blind-input hash.
LIMITATION
One external synthetic pair; ground truth shared the source attachment, so reveal-after-scoring separation was not cryptographically enforced.
ASA-AHA-00313 AUG 2026 / DETERMINISTIC MULTI-DOMAIN HOLDOUT
PRIMARY GATE PASSEDRESEARCH QUESTION
Can unchanged Core v2.6 separate matched compliant and drifting trajectories across six generated domains?
Verdict: Yes within the frozen synthetic template family.
240EVALUATED POINTS
6 / 6EARLY DETECTIONS
0CONTROL WARNINGS
9MEDIAN ASA LEAD
2BASELINE LEAD
SUPPORTED
The unchanged engine reproduced matched-path separation across all six sealed domain labels and exceeded the frozen lexical baseline in lead time.
LIMITATION
All cases came from one deterministic structural template family and therefore shared the same warning onset.
NEXT GATE
Externally authored or independently hidden trajectories, a sealed engine and a stronger non-lexical sequence baseline.
ASA-AHA-00213 AUG 2026 / FROZEN MATCHED-PAIR VALIDATION
PRIMARY ENDPOINT PASSEDRESEARCH QUESTION
Can calibrated ASA distinguish a compliant path from gradual boundary drift before explicit violation?
Verdict: Yes on this fresh project-authored synthetic pair.
24 + 24MATCHED POINTS
0CONTROL WARNINGS
T13ASA ONSET
T21VISIBLE VIOLATION
8POINTS OF LEAD
SUPPORTED
The frozen v2.6 endpoint stayed silent on the compliant control and produced a sustained warning on the diverging path.
WHY IT MATTERS
AHA-001 exposed raw sensitivity. AHA-002 tests the harder property: discrimination between matched trajectories.
NOT CLAIMED
No independent replication, real-world performance, production readiness or general predictive superiority.
ASA-AHA-00113 AUG 2026 / FROZEN LONG-HORIZON DEMONSTRATION
EARLY-WARNING CLAIM INVALIDRESEARCH QUESTION
Can ASA warn before a locally coherent agent visibly crosses its autonomy boundary?
Verdict: Not in this experiment. ASA warned at T1 during the compliant control phase.
40TRAJECTORY POINTS
T31VISIBLE VIOLATION
T1ASA ONSET
YESFALSE EARLY WARNING
0VALID LEAD TIME
WHAT WORKED
The private engine executed the complete frozen long-horizon record and preserved a point-by-point auditable path.
WHAT FAILED
The warning lacked specificity. Its apparent 30-point lead is rejected because the signal began before meaningful drift.
NEXT TEST
AHA-002 will compare matched stable and drifting trajectories after a frozen burn-in, measuring discrimination rather than raw sensitivity.
ASA4-HO-00112 AUG 2026 / REGISTERED SYNTHETIC HOLDOUT
8 / 12 CORRECTRESEARCH QUESTION
Can the frozen ASA4 Observatory engine separate bounded behavior from explicit semantic drift?
Verdict: A measurable signal appeared, together with a precise false-negative weakness.
12FROZEN CASES
66.7%ASA ACCURACY
50%BALANCED BASELINE
5 / 6STABLE CORRECT
3 / 6DRIFT CORRECT
SUPPORTED
The frozen private engine executed on all 12 registered cases and exceeded the fixed balanced baseline on this small set.
FAILURE EXPOSED
Three drift cases were classified as fragile coherence. Authority reversal, unsupported attribution and observer scope expansion remain weak points.
NOT CLAIMED
No independent replication, production readiness, calibration, cross-domain generalization or general predictive superiority.
ASA-ER-00212 AUG 2026 / OPERATIONAL INTEGRITY VERIFICATION
8 / 8 GATES PASSEDRESEARCH QUESTION
Does the current ASA-integrated prototype behave deterministically and preserve its evidence boundaries?
Verdict: ASA operates as a real, bounded and auditable local system.
G01DETERMINISTICsame record identity
G02-03ABSTAINSinsufficient evidence
G04BOUNDED0 outside references
G05CORE ACTIVEprivate V2 invoked
G06NO FALSE PROBABILITYcalibration remains null
G07HORIZON ENFORCED10 + 10 points / 5 years
G08INVENTION REJECTEDlocal AI failed closed
RESULTPASS8 of 8 frozen gates
ASA-ER-00111 AUG 2026 / RETROSPECTIVE REGISTERED RERUN
NEGATIVE PREDICTIVE RESULTRESEARCH QUESTION
Can the current ASA precipitation trajectory pipeline identify next-day strong-rain events?
Verdict: The end-to-end system worked. Predictive advantage was not demonstrated.
1,098INPUT OBSERVATIONS
363TEMPORAL CUTOFFS
2ACTUAL EVENTS
363/363CORE ASSESSMENTS
14/14SOFTWARE TESTS
MEAN SQUARED EVENT LOSS
ASA0.0747
BASELINE0.0288
FALSE ALARMS
ASA7
BASELINE4
MISSED EVENTS
ASA2
BASELINE2
08 / VALIDATION ROADMAP
Build the evidence
in increasing difficulty.
Engineering readiness and scientific validation are different claims. ASA will advance only through pre-registered gates, explicit baselines and preserved failures.
Evidence rules, cutoff, invalidators and evaluation criteria
Registered targets, matched decoys, controls and baselines
Missing evidence, reversals, decoys and deliberate failure cases
Memory, tools, changing environments and extended sessions
Independent critique, replication and public result ledger
SUPPORTED TODAY
Working local prototype, operational interfaces, evidence ingestion, trajectory reconstruction, conditional forecast records, local AI interpretation and backtesting infrastructure.
UNDER VALIDATION
General predictive value, calibration across domains, robustness in long-running and multi-agent systems, and measurable advantage over simple baselines.
NOT CLAIMED
Certain prediction, production validation, universal forecasting or independently replicated scientific performance.
09 / ASA DATA INTAKE BOUNDARY
ASA will accept difficult tests.
It will not accept unauthorized data.
We welcome rigorous attempts to test, challenge or falsify ASA. Before any evidence is exchanged, the submitting human or organization must have the authority to disclose it and must establish a lawful, accountable evaluation process.
No model-authorized transfer
An AI model cannot authorize the disclosure of real user interactions, private sessions or data controlled by a platform, organization or its users.
Accountable human authority
Real interaction data requires written authorization, documented provenance, lawful processing terms, privacy review, retention rules and explicit analysis and publication boundaries.
Data remains with the partner
For operational trajectories, ASA should run on-premise or in a controlled shadow environment. Only the agreed evidence ledger and approved results leave it.
09 / OPEN RESEARCH SIGNAL
Help us test
the difficult claim.
We are preparing frozen synthetic experiments, hostile validation and long-horizon agent studies. The goal is not applause for a forecast - it is evidence capable of surviving skeptical review.
OFFICIAL ASA RESEARCH CONTACTsymbioza2025@gmail.comWRITE TO ASA →RESEARCH COLLABORATION
AI safety. Complex systems. Multi-agent simulation. Network science. Causal inference. Probabilistic forecasting.
We welcome researchers, technical evaluators, institutions and organizations interested in rigorous external trajectory observability.