Full Research, Risk, and Publication Disclaimer

General Educational and Research Purpose

The content, data, signals, model outputs, rankings, grades, charts, commentary, videos, reports, watchlists, dashboards, alerts, and any related materials provided by Olympia, Demeter, Pantheon, Solvanta LLC, its owners, operators, contributors, affiliates, contractors, or related parties are provided solely for general educational, informational, research, and publication purposes.

Nothing provided through Olympia, Demeter, Pantheon, this channel, this website, any subscription, any video, any dashboard, any model output, any signal list, any chart review, any written report, any post, any email, any message, or any related communication should be interpreted as personalized investment advice, financial advice, trading advice, legal advice, tax advice, accounting advice, fiduciary advice, or a recommendation to buy, sell, hold, short, trade, enter, exit, hedge, allocate, or otherwise transact in any security, derivative, option, ETF, fund, digital asset, commodity, currency, or financial instrument.

General Financial Research Publication Notice

Olympia / Demeter / Pantheon is intended to function as a general financial research publication and signal-intelligence platform. The information presented is general and impersonal in nature. It is not designed, customized, or adapted to any individual subscriber's portfolio, financial condition, investment objectives, risk tolerance, time horizon, tax situation, liquidity needs, trading experience, personal circumstances, or other individualized needs.

No user, viewer, subscriber, or reader should treat any content as a substitute for professional advice from a qualified, licensed financial adviser, investment adviser, broker-dealer, attorney, CPA, tax professional, or other appropriate professional.

We do not know your personal financial circumstances, and we do not undertake to determine whether any security, signal, model output, strategy, or trade idea is suitable for you.

Publisher's Exclusion / Publication Intent

Olympia / Demeter / Pantheon is intended to be operated as a bona fide general financial research publication and educational platform, including within the meaning of the publisher's exclusion described in Section 202(a)(11)(D) of the Investment Advisers Act of 1940, to the extent applicable.

The material is intended to be:

• General and impersonal, not tailored to any specific person, account, portfolio, client, subscriber, or individualized financial need;
• Bona fide research and commentary, not personalized investment counseling or promotional instructions to transact; and
• Published as general research content, watchlists, model observations, market commentary, and educational analysis, rather than as individualized advice timed or directed to a particular person's trading activity.

Any references to signals, rankings, model confidence, tiers, grades, historical outcomes, probability-weighted setups, return opportunities, watchlists, elite candidates, or similar terminology are intended as general research observations generated from historical data, statistical modeling, machine-learning systems, technical analysis, market data, and/or other research methods.

No Investment Adviser Relationship

Your use of Olympia / Demeter / Pantheon, including viewing free content, subscribing to paid content, accessing dashboards, reading reports, receiving model outputs, reviewing signal lists, watching videos, joining communities, or interacting with related materials, does not create an investment adviser-client relationship, fiduciary relationship, broker-client relationship, financial planner-client relationship, attorney-client relationship, accountant-client relationship, or any other professional advisory relationship.

No person associated with Olympia / Demeter / Pantheon is acting as your investment adviser, financial adviser, broker, fiduciary, portfolio manager, attorney, accountant, tax adviser, or agent. We do not owe you fiduciary duties, suitability obligations, best-interest obligations, or individualized advisory duties unless a separate written agreement signed by an authorized representative expressly states otherwise.

Olympia / Demeter / Pantheon does not tell users what to do. The platform does not direct users to buy, sell, hold, short, enter, exit, allocate, size, hedge, or otherwise transact. Any trading or investment decision made by a user is made solely by that user, independently, at that user's own risk.

Risk of Loss

Trading and investing involve substantial risk. You can lose some or all of your invested capital. Certain trading strategies, including short-term trading, options trading, margin trading, leveraged trading, short selling, and concentrated positions, may involve heightened risk and may not be suitable for all individuals.

Market conditions can change rapidly and unpredictably. Model outputs, historical statistics, technical patterns, probability estimates, confidence scores, and prior outcomes may fail under current or future market conditions. Extreme market events, liquidity shocks, news events, earnings announcements, regulatory changes, macroeconomic shifts, geopolitical events, data errors, execution delays, slippage, spreads, commissions, and platform outages may materially affect outcomes.

You are solely responsible for understanding the risks of any trading or investment activity you undertake.

Past Performance and Historical Data

Past performance does not predict, indicate, or guarantee future results. Historical patterns, historical hit rates, historical return opportunities, prior signal behavior, backtests, paper-trade results, proof records, model validation results, or examples of favorable outcomes do not guarantee that similar outcomes will occur in the future.

Any discussion of prior successful signals, favorable outcomes, model-surfaced opportunities, backtested performance, paper-trade performance, real-money examples, or historical cohorts is provided for research context only. Such examples may not represent typical results. Losses, failed signals, false positives, unfavorable outcomes, and drawdowns are possible and should be expected.

No representation is made that any user will achieve profits, avoid losses, replicate any historical result, or experience outcomes similar to those shown.

Machine Learning, Model, and Data Limitations

Olympia / Demeter / Pantheon may use machine-learning models, statistical models, technical indicators, market data, historical data, third-party data, proprietary scoring systems, probability tiers, rankings, or other analytical tools. These systems are imperfect.

Model outputs may be affected by data quality, data availability, data freshness, missing data, stale data, vendor errors, survivorship bias, look-ahead bias, label drift, model drift, regime shifts, feature limitations, coding errors, infrastructure failures, or incorrect assumptions. Machine-learning models can overfit historical data, fail to generalize to new market environments, and produce false positives or false negatives.

A model-surfaced signal is not a prediction, guarantee, or certainty. It is a research observation based on the model's interpretation of available data at a point in time.

Grades, Tiers, Scores, and Signal Labels

Any grades, tiers, scores, rankings, or labels displayed by Olympia / Demeter / Pantheon are banded research ratings and internal classification tools. They are not investment ratings, credit ratings, analyst recommendations, buy/sell/hold ratings, or guarantees of performance.

Probability Tier, Confidence, Setup Quality, Potential, Opportunity, Comfort, OlympIQ, Demeter rankings, Elite labels, or similar designations each represent different research dimensions. They may be based on historical behavior, model classification, market structure, technical context, or other factors. Raw formulas, proprietary thresholds, and internal calculations may not be displayed.

A higher grade, rank, tier, or score does not mean a trade is safe, suitable, guaranteed, or recommended.

No Guarantee of Accuracy

Although we attempt to use reasonable data and methods, we make no representation or warranty that any content, data, model output, signal, chart, grade, score, ranking, price, statistic, report, or commentary is accurate, complete, current, reliable, error-free, or suitable for any purpose.

Information may be delayed, incomplete, incorrect, or outdated. Market prices, signals, charts, and model outputs may change without notice. We are under no obligation to update any content after publication.

Users should independently verify all information before relying on it for any purpose.

No Warranty

Olympia / Demeter / Pantheon and all related content, tools, data, software, dashboards, signals, videos, reports, posts, and materials are provided on an "as is" and "as available" basis without warranties of any kind, express or implied.

To the fullest extent permitted by law, we disclaim all warranties, including but not limited to warranties of accuracy, completeness, reliability, merchantability, fitness for a particular purpose, non-infringement, uninterrupted availability, profitability, performance, or suitability for trading or investment use.

No Solicitation

Nothing provided by Olympia / Demeter / Pantheon constitutes an offer, solicitation, endorsement, or recommendation to purchase or sell any security, financial product, investment product, advisory service, brokerage service, fund, managed account, or other regulated financial service.

Any paid subscription is for access to general research content, educational material, market commentary, model observations, and publication-style signal intelligence. Payment for access does not create an advisory relationship and does not entitle the subscriber to personalized recommendations.

Third-Party Platforms and Data

Olympia / Demeter / Pantheon may reference or display data, charts, prices, filings, indicators, analytics, or other information from third-party sources. We do not control and are not responsible for third-party data, platforms, services, brokerages, exchanges, APIs, charting tools, outages, errors, delays, or inaccuracies.

References to third-party products, platforms, tickers, securities, data vendors, charting tools, brokerages, or services do not constitute endorsement or affiliation unless expressly stated.

Forward-Looking Statements

Some content may include forward-looking statements, expectations, projections, model assumptions, anticipated outcomes, target windows, potential return opportunities, possible drawdowns, or other statements about future events. These statements are inherently uncertain and may prove incorrect.

Actual results may differ materially from any model output, expectation, scenario, or discussion. You should not place undue reliance on forward-looking statements.

Limitation of Liability

To the fullest extent permitted by law, Olympia, Demeter, Pantheon, Solvanta LLC, and their owners, officers, directors, members, employees, contractors, contributors, affiliates, agents, licensors, and service providers shall not be liable for any direct, indirect, incidental, consequential, special, punitive, exemplary, or other damages arising out of or relating to your access to, use of, inability to use, or reliance upon any content, data, model output, signal, chart, report, dashboard, video, post, subscription, communication, or other material.

This includes, without limitation, trading losses, investment losses, lost profits, lost opportunities, lost data, business interruption, emotional distress, reputational harm, tax consequences, execution errors, brokerage issues, market losses, or any other damages, whether based on warranty, contract, tort, negligence, strict liability, statute, regulation, or any other legal theory.

Your sole remedy for dissatisfaction with Olympia / Demeter / Pantheon content or services is to stop using the content or services.

Indemnification

To the fullest extent permitted by law, by accessing, viewing, subscribing to, relying on, sharing, or using Olympia / Demeter / Pantheon content, you agree to indemnify, defend, and hold harmless Olympia, Demeter, Pantheon, Solvanta LLC, and their owners, officers, directors, members, employees, contractors, contributors, affiliates, agents, licensors, and service providers from and against any and all claims, demands, losses, liabilities, damages, costs, expenses, judgments, penalties, fines, or fees, including reasonable attorneys' fees, arising out of or relating to:

• Your use or misuse of any content, data, model output, signal, chart, report, dashboard, video, post, subscription, communication, or other material;
• Any trading, investing, financial, tax, legal, or business decision you make;
• Any claim that you relied on Olympia / Demeter / Pantheon as personalized financial advice despite these disclaimers;
• Your sharing, republishing, modifying, misrepresenting, or redistributing Olympia / Demeter / Pantheon content; or
• Any claim brought by a third party arising from your conduct, decisions, communications, or use of the platform.

No Waiver of Applicable Law

Nothing in this disclaimer is intended to waive rights or obligations that cannot legally be waived. Some jurisdictions may not allow certain limitations of liability, warranty disclaimers, or exclusions of damages. In those jurisdictions, the limitations apply only to the fullest extent permitted by law.

If any provision of this disclaimer is found unenforceable, the remaining provisions remain in effect.

Acknowledgment

By viewing, accessing, subscribing to, or using Olympia / Demeter / Pantheon content, you acknowledge that you have read, understood, and accepted this disclaimer. You further acknowledge that all content is general, impersonal, educational, and research-oriented; that no personalized investment advice is being provided; that market outcomes are uncertain; and that you alone are responsible for your own financial decisions.