Sustainable Catalyst Legal Notice
Disclaimer
Sustainable Catalyst provides research materials, public data interfaces,
open-source software, analytical tools, scientific workspaces, calculators,
documentation, and AI-assisted functions for informational, educational,
research, and decision-support purposes.
The platform is designed to make assumptions, evidence, methods, and outputs
easier to inspect. It does not replace qualified professional judgment,
independent verification, authoritative sources, or context-specific review.
Analysis and AI Risk →
Live Data and External Sources →
Software and Experiments →
Accessing the site, using public tools, submitting an inquiry, or attending
a preliminary conversation does not create an Advisory, fiduciary,
attorney-client, professional, agency, employment, or contractual relationship.
Any paid or professional engagement requires a separate written agreement.
General disclaimer
Decision support is not a decision
Sustainable Catalyst can help organize claims, sources, assumptions,
calculations, indicators, scenarios, experiments, documentation,
and possible courses of action. It does not determine what a user,
institution, company, researcher, policymaker, investor, engineer,
clinician, or other professional should do.
Inspect
Review the evidence
Check source quality, dates, definitions, scope, missing information,
and whether the evidence supports the claim being made.
Test
Challenge assumptions
Results can change materially when inputs, weights, thresholds,
formulas, scenarios, or methodological choices change.
Verify
Consult authoritative sources
Laws, regulations, prices, weather, scientific data, safety requirements,
and official records should be confirmed with appropriate primary sources.
Decide
Use qualified judgment
Users remain responsible for decisions, implementation, publication,
validation, compliance, safety, and professional sign-off.
1 · No regulated professional advice
Public materials and platform outputs are not professional advice
Unless expressly provided through a separate written agreement by an
appropriately qualified professional, nothing on Sustainable Catalyst
constitutes regulated, licensed, fiduciary, or other professional advice.
Legal and regulatory
No legal opinion or official interpretation
Materials do not provide legal advice, establish privilege,
interpret obligations authoritatively, approve contracts,
or confirm regulatory compliance.
Financial, investment, and tax
No transaction or allocation recommendation
Nothing is a recommendation to buy, sell, hold, finance, value,
insure, invest, divest, allocate capital, or take a tax position.
Medical and clinical
No diagnosis, treatment, or therapeutic guidance
Biomedical, biological, psychological, or health-related material
does not replace care from a qualified clinician or emergency service.
Engineering and safety
No professional sign-off or safety approval
Calculations, simulations, schematics, models, and prototypes do not
replace licensed engineering review, testing, inspection, or certification.
Accounting and assurance
No audit, attestation, or accounting opinion
Outputs do not constitute an audit, assurance opinion, financial statement
review, accounting treatment, or independent attestation.
Policy and international law
No official governmental or institutional position
Research concerning law, governance, treaties, policy, or institutions
is not an official interpretation, diplomatic position, or legal determination.
2 · High-stakes and emergency use
The platform is not a sole-control system for safety-critical decisions
Sustainable Catalyst is not designed to serve as the only source of information,
control, authorization, monitoring, or validation for emergencies, life safety,
critical infrastructure, medical treatment, financial execution, navigation,
flight operations, structural approval, environmental compliance, or other
high-consequence activities.
do not delay contacting emergency services, qualified professionals,
responsible authorities, or official operational channels because of
information displayed by Sustainable Catalyst.
Emergency response
Confirm through official channels
Disaster, conflict, displacement, weather, humanitarian, or public-safety
information may be delayed, incomplete, or unsuitable for operational response.
Life and health
Use qualified clinical or safety support
Do not use platform outputs as a substitute for diagnosis, emergency care,
exposure assessment, laboratory safety, or professional health guidance.
Engineering systems
Require independent validation
Flight, propulsion, electrical, mechanical, civil, structural,
biomedical, and embedded-system work requires suitable testing and review.
Financial action
Do not execute from unverified outputs
Prices, economic indicators, forecasts, and scenarios may not be timely
or appropriate for trading, lending, valuation, or capital decisions.
3 · Analytical, model, and calculation risk
Outputs depend on data, assumptions, methods, and interpretation
Calculators, models, simulations, scenarios, indicators, charts,
comparisons, optimizations, risk assessments, and generated briefs
are simplified representations of complex systems.
-
Inputs
May be incomplete, inaccurate, estimated, or entered incorrectly -
Assumptions
May not fit the actual system, population, location, or time period -
Methods
May simplify relationships, exclude variables, or apply unsuitable formulas -
Interpretation
Requires context, uncertainty analysis, and independent judgment
review units, formulas, dimensions, source data, boundary conditions,
numerical tolerances, model structure, sensitivity, uncertainty,
and real-world applicability before using an output.
4 · AI-assisted outputs
AI can assist research and organization, but may produce unreliable content
Sustainable Catalyst may use AI for retrieval, routing, classification,
summarization, drafting, coding, calculation support, explanation,
pattern identification, or decision-support workflows.
Factual risk
AI may generate incorrect information
Outputs may contain factual errors, invented details, incorrect citations,
faulty calculations, outdated statements, or misleading confidence.
Context risk
Relevant evidence may be omitted
A response may fail to identify contrary sources, exceptions,
uncertainty, jurisdictional differences, or important context.
Code risk
Generated code may be insecure or unsuitable
Code should be reviewed, tested, licensed appropriately, scanned,
and validated before deployment or connection to real systems.
Human responsibility
Users remain accountable for use
AI output is not an authority, approval, certification, or final decision.
Users remain responsible for review and downstream use.
verify material claims against reliable sources, inspect cited documents,
rerun important calculations, test code, and involve qualified professionals
when the consequences of error are significant.
5 · Live data, maps, feeds, and current information
“Live” does not mean complete, continuous, or authoritative
Sustainable Catalyst may display or process weather, financial,
economic, scientific, geospatial, satellite, climate, disaster,
humanitarian, conflict, legal, governance, public-health, and other
time-sensitive information from external sources.
Timing
Data may be delayed or cached
Provider updates, network conditions, processing queues, rate limits,
caching, and outages can affect timeliness.
Coverage
Records may be incomplete
Geographic, historical, institutional, methodological, or reporting
gaps may create partial or uneven coverage.
Revision
Published values may change
Providers may correct, revise, reclassify, replace, or withdraw
records after they appear on the platform.
Visualization
Maps and charts simplify reality
Projection, scale, aggregation, interpolation, color, boundaries,
and classification choices can affect interpretation.
confirm consequential information with the responsible government agency,
exchange, regulator, scientific institution, emergency authority,
data publisher, treaty body, or other authoritative source.
6 · Sustainability, ESG, SDG, climate, and AI assurance
No automatic certification, verification, or regulatory approval
Sustainability, climate, biodiversity, human-rights, ESG, SDG,
responsible-AI, governance, risk, and assurance-oriented materials
support evidence organization and review. They do not independently
establish compliance, impact, safety, accreditation, or certification.
Claims
No proof of impact by platform use alone
Using a framework, calculator, score, dashboard, or report does not
prove that an organization or project achieved a claimed outcome.
Standards
No automatic conformity determination
References to standards or frameworks do not establish formal alignment,
audit readiness, or regulatory acceptance.
Assurance
No independent attestation from public tools
Public Sustainable AI Assurance materials do not create an audit,
certification, legal opinion, or accredited assurance engagement.
Advisory work
Written scope controls professional work
Any paid assessment, pilot, review, or Advisory engagement is limited
to the scope and terms of the applicable written agreement.
7 · Research, publications, and citations
Research materials may be provisional, interpretive, or incomplete
Articles, library records, bibliographies, evidence notes, generated summaries,
research pathways, and source relationships may contain mistakes,
incomplete metadata, unresolved conflicts, or interpretations that differ
from those of source authors or institutions.
Sources
Read the underlying material
Citations and summaries are starting points. Users should inspect the
original source, edition, date, context, methodology, and rights status.
Publication
Verify before quoting or republishing
Users are responsible for accurate quotation, attribution, citation style,
permissions, fair use, licensing, and correction of errors.
8 · Open-source software and hosted tools
Software is provided as-is unless a written agreement states otherwise
Code, plugins, applications, scripts, schemas, notebooks, calculators,
examples, APIs, and related documentation may contain defects,
vulnerabilities, incompatibilities, incomplete features, or breaking changes.
Installation
Back up and test before deployment
Users assume responsibility for environments, dependencies, configuration,
migrations, credentials, backups, recovery, and compatibility.
Security
Review code and operational risk
Open-source availability does not guarantee that software is secure,
hardened, monitored, supported, or suitable for production.
Availability
Hosted services may change or stop
Features may be modified, rate-limited, suspended, replaced,
or discontinued, including when third-party providers change.
Licensing
Repository licenses control licensed code
Review the applicable license and notices before copying, modifying,
distributing, sublicensing, or integrating software.
permissive licenses commonly provide software “as is” without warranties.
The license included with each repository or package governs the covered code.
9 · Scientific experiments, hardware, and instrumentation
Laboratory and prototyping functions are not safety certifications
Research Lab, Workbench, code runners, hardware workflows, circuit tools,
instrument interfaces, chemical or biological calculations, and experiment
documentation may support planning and learning, but do not establish that
a procedure, device, material, environment, or experiment is safe.
Facilities
Use appropriate supervision and controls
Laboratory, fabrication, field, electrical, mechanical, chemical,
biological, and environmental work requires suitable facilities,
training, protective equipment, and oversight.
Equipment
Confirm specifications and limits
Verify component ratings, calibration, tolerances, power requirements,
interfaces, operating conditions, and manufacturer instructions.
Code and control
Test before connecting real devices
Simulation or generated code may behave differently on physical hardware
and should be tested with suitable isolation and fail-safe measures.
10 · Third-party sources and services
External services remain outside Sustainable Catalyst control
Sustainable Catalyst may depend on or link to data publishers, APIs,
AI providers, hosting platforms, repositories, maps, satellite services,
scholarly databases, institutions, publications, and other third parties.
Sustainable Catalyst does not control third-party availability,
accuracy, security, licensing, privacy, corrections, outages,
methodology, content, or continued access. External terms and policies apply.
11 · No guarantees
No guarantee of accuracy, outcome, compliance, or performance
Sustainable Catalyst makes no representation that any tool, model,
framework, calculation, report, source record, recommendation,
visualization, or output will be complete, current, accurate,
lawful, compliant, profitable, safe, sustainable, or effective.
Outcome
No guarantee of implementation success
Results depend on people, institutions, resources, incentives,
context, execution, and conditions outside the platform.
Compliance
No guarantee of legal or standards conformity
Rules and standards vary by jurisdiction, industry, version,
facts, interpretation, and responsible authority.
Impact
No guarantee of sustainability or social benefit
Measurement and documentation can support evaluation,
but cannot by themselves create or prove positive impact.
Performance
No guarantee of financial or technical results
Forecasts, simulations, benchmarks, and scenarios do not guarantee
future market, operational, scientific, or technical performance.
12 · Limitation of liability
Use of the platform is at the user’s own risk
Liability relating to Sustainable Catalyst is governed by the Terms of Use,
applicable open-source licenses, and any controlling written agreement.
To the fullest extent permitted by law, Content Catalyst LLC,
Sustainable Catalyst, Tariq Ahmad, contributors, licensors, and service
providers are not responsible for losses or damages arising from reliance
on public materials, outputs, third-party information, software,
experiments, or linked resources.
User decisions
Users retain responsibility
Users are responsible for decisions, actions, publications,
implementations, filings, investments, designs, experiments,
policies, and claims based on platform materials.
Professional review
Independent review may be required
Qualified legal, financial, scientific, engineering, clinical,
regulatory, security, or other professional review should be obtained
when appropriate.
13 · Relationship to other terms
This Disclaimer works with the Terms, Privacy Policy, and applicable licenses
This Disclaimer should be read together with the Terms of Use,
Privacy Policy, repository and package licenses, data-source terms,
and any separate written agreement that applies to a service or engagement.
If a signed agreement or applicable open-source license conflicts with
this general Disclaimer, the more specific controlling document governs
its subject matter.
14 · Changes to this Disclaimer
The Disclaimer may be updated as the platform evolves
Updates will be reflected by revising the effective date.
Continued use after an update is subject to the revised Disclaimer
to the extent permitted by applicable law.
Practical summary
Use the platform carefully and verify important outputs
Sustainable Catalyst can strengthen research, documentation,
analysis, and review. It does not replace professional advice,
authoritative data, testing, certification, or responsibility
for decisions and implementation.