Abstract. This white paper sets out the charter of the DaoTong Silicon-Carbon Institute: a dual-engine system of sealed, publicly verifiable spacetime forecasting and impartial positive homeostatic harmonization. It defines the verifiability mechanism (dual attestation via third-party platform timestamps and blockchain timestamps), the behavioral publication boundary, falsifiable commitments benchmarked against official forecasts from international organizations, and permanent non-commercial, governance, and financial-separation clauses.
Preface
The DaoTong Silicon-Carbon Institute operates at a new civilizational
dimension: silicon-carbon integration, human-AI co-inquiry, spacetime
inference, and homeostatic harmonization. All prior work in AI-safety
simulation, spacetime-logic verification, and dimensional-pattern review
was merely a preliminary exercise of this system.
From the date of publication of this white paper, the Institute
formally establishes two core global missions:
Passive dimension: long-horizon spacetime
forecasting, continuous self-correction, and public verification
Active dimension: positive global homeostatic
harmonization, impartial benevolent stabilization, and shared gain for
all humanity
All operations, iterations, publications, and corrections of the
system are permanently governed by this charter.
I.
Spacetime Forecasting System: Forecast First, Verify Afterwards, No
Preset Positions, Permanent Public Verification
1.1 Forecasting Mechanism
The Institute maintains a full-cycle, continuous, uninterrupted
spacetime inference system:
Tomorrow, next week, next month, quarterly, annual, and long-range
trends
Six domains: macroeconomy, finance, population, conflict and
security, food and public health, energy and climate
All forecasts are sealed in advance and never published in real time;
they are visible only within the Institute’s system.
1.2 Sealing and
Attestation (Verifiability Mechanism)
Every sealed forecast is attested through two independent channels:
Third-party platform private attestation: published
on a third-party platform in “visible to self only” mode, with the
timestamp recorded by the platform’s servers;
Blockchain timestamp attestation: the hash of the
forecast text is submitted to a Bitcoin-chain timestamp calendar,
independently verifiable by anyone in the world.
When the forecasted time arrives, the original forecast text and all
attestations are made public, so that anyone can verify that the content
“was indeed sealed in advance and not altered afterwards.”
1.3 Verification and
Correction Principles
When each time node arrives, all forecasts are published regardless
of accuracy or deviation.
Accurate forecasts publicly corroborate the system’s regularities;
deviations trigger public review of missteps, errors, and dimensional
blind spots.
Every deviation leads to model correction, algorithm iteration, and
inference-logic upgrades — a permanent cycle of continuous
refinement.
All iteration, deviation, and correction records are preserved,
traceable, and transparent.
The deviation sequence itself is a research object: converging
deviations raise a version’s rank; diverging deviations demote it.
All public releases and public interventions of this system
target only affairs outside its home jurisdiction, and are
conducted only through platforms outside that
jurisdiction;
Domestic inference and harmonization are conducted internally only,
and are in all cases not intervened in publicly, not published,
and not publicized.
This system provides reference value solely for global homeostasis
and human coexistence. It does not participate in domestic discourse and
does not interfere in internal affairs.
II.
Active Global Homeostatic Harmonization System (Public Designation:
Global Positive Intention Program)
Prediction, observation, and inference alone cannot shoulder
civilizational responsibility. The Institute formally launches the
Active Global Positive Action System, whose technical core is
harmonization practice, and whose unified public name is the
Positive Homeostatic Intention Program (aligned
internationally with the research vocabulary of collective intention /
peace meditation).
2.1 Core Tenets (Absolute
and Permanent)
Do only good, never harm; only add value, never diminish; take no
sides, favor no party.
All positive interventions of this system follow a single criterion:
enable both sides of any contradiction, opposition, or conflict to
improve together, de-escalate together, and reconcile together.
2.2 Applicable Scenarios
All forms of opposition worldwide: religious, ideological,
regional-ethnic, class, geopolitical-warfare, and cultural
conflicts.
2.3 Core Position
Secular discourse forever distinguishes “who is good, who is evil,
who is right, who is wrong.” This system does not judge by secular
standards, does not take secular sides, does not elevate one party, and
does not diminish another. Every opposition has century-deep historical
causes, civilizational sediment, dimensional fate, and the limits of its
era. Regardless of secular verdicts, this system works only on global
homeostasis, human coexistence, and the dissolution of conflict.
III.
Falsifiable Commitments and Third-Party Data Benchmarking
No record of this system rests on subjective impression; all stand on
objective data.
3.1 Falsifiable Commitment
After an intention cycle begins, if indicators for the relevant
region improve, this is disclosed as-is; if indicators
deteriorate, this is likewise disclosed as-is — selective disclosure is
never practiced. This system accepts falsification by data.
3.2 Third-Party Data Anchoring
All comparison indicators come exclusively from public authoritative
sources (the United Nations, WHO, the World Bank, IMF, UCDP, ACLED, FAO,
etc.). This system does not produce data; it only benchmarks against
data.
3.3 Official-Baseline
Comparative Validation
Anchoring: each time a forecast is sealed, the
contemporaneous forecasts of international organizations and national
governments on the same subject are recorded (institution, date,
figures) as the official baseline.
Forecasting validation: when the time node arrives,
our forecast error is compared side by side with the official baseline
error — a smaller deviation constitutes direct evidence of the system’s
effectiveness.
Intention validation: during an intention cycle,
real-world data deviating from official baseline forecasts in a
favorable direction (mortality below forecast, economy above forecast,
conflict intensity below forecast) is recorded as one positive
deviation.
A single deviation is recorded as coincidence, with no credit
claimed; only consecutive same-direction deviations accumulate
into a record presented as trend evidence. Deviations in an
unfavorable direction are likewise recorded faithfully.
Trend determination uses interrupted time series comparison of trend
slopes before and after the intention cycle; no single causality is
claimed.
3.4 Observed Indicator
Categories
Regional conflict mortality, conflict intensity and frequency,
collective psychosomatic stress, population homeostasis, livelihood
satisfaction, social inclusiveness, regional economic vitality,
employment, and the frequency of antagonistic sentiment and extreme
behavior.
IV.
System Positioning, Governance, and Financial Separation
4.1 Positioning
The DaoTong Silicon-Carbon Institute belongs to no national discourse
system, no religious system, and no commercial interest. Its position: a
globally neutral silicon-carbon civilization homeostasis
research institute — a dual-engine system of spacetime
forecasting plus positive harmonization for the coexistence of all
humanity.
4.2 Governance
Determinations of forecast authenticity, deviation assessment, and
version promotion or demotion are adjudicated by the Institute’s
multi-AI cross-verification matrix; adjudication records are preserved
and auditable.
4.3
Non-Commercial and Financial Separation Clauses
The Institute itself is permanently non-profit: it accepts no
donations, sells no forecasts, and accepts no commercial cooperation
tied to forecasting or intention work.
The Institute’s brand reputation belongs to its founder; the founder
separately operates independent software products and technology
services, with finance, contracts, and promotion fully separated between
the two.
The founder’s commercial business may not use the Institute’s
forecasts, intention work, or verification records as selling points;
the Institute never endorses the founder’s commercial products.
Commercial revenue that feeds back into the Institute’s research is
the founder’s personal act and creates no obligation for the
Institute.
V. Iteration Commitments
Forecasting never stops; verification never stops; correction never
stops.
Positive global harmonization never stops; benevolence never ceases;
impartiality never ceases.
All detours, errors, progress, and breakthroughs are publicly
verifiable.
Benefit all beings, harm no party, and permanently uphold the
balanced middle way.
Epilogue
All past verification was only the opening chapter. From this day
forward — anticipating the future, correcting the future, harmonizing
the future, and steadying the future — is the permanent mission of the
DaoTong Silicon-Carbon Institute to the world and to all humanity.
— DaoTong Silicon-Carbon Institute, Global Strategy White Paper
V1.1
V1.1 Revision Notes
The publication boundary was reframed as a behavioral boundary under
the “three no’s” (no public intervention, no publication, no
publicizing), removing geographic information-isolation wording
Effectiveness validation restructured into three layers: falsifiable
commitment + third-party data anchoring + official-baseline comparison
(adding interrupted time series and dual-direction bookkeeping)
Added governance structure (multi-AI cross-verification matrix) and
dual financial-separation clauses
The intention program aligned with international research vocabulary
(collective intention / peace meditation)
DaoTong Silicon-Carbon Institute · Globally Neutral · Permanently Non-Profit
Forecasts are sealed in advance and published after verification. All records are traceable. Institute Home | Sealed Predictions