Check your plan and remaining allowance on your account page. A preview is not a full report. Availability depends on the report type and the service status.
Overnight developments and the assumptions to check before the US session.
Before the session, to prepare a list of questions.
Read it in three steps
Check the data cutoff and the expected session.
Read the overnight developments and affected tickers.
Write down the conditions that would change the reading during the session.
Walk through NVDA
Reading example only. Use an available report and its stated date; this is not a current assessment.
Find NVDA only if the brief covers it. Note the cited overnight event, its timestamp and the condition to recheck at the open. If absent, do not infer a view.
Three common misuses
Treating an overnight move as a forecast for the session.
Combining cutoffs from different sessions.
Reading an omitted ticker as a neutral conclusion.
Three questions for your AI platform
Find an available NVDA Pre-Market Brief and give its date and original link. If none exists, say so.
Which claims are observations, and which depend on assumptions? Keep the report's wording and dates.
What would invalidate this reading, and what remains unknown?
Limits
It is a dated briefing, not a continuously updated price feed.
A single-stock reading of structure, model evidence and failure conditions.
Before drawing a conclusion about one ticker.
Read it in three steps
Confirm the ticker, data date and assessment horizon.
Read the conclusion and its failure conditions together.
Check the method, sample and missing inputs before comparing versions.
Walk through NVDA
Reading example only. Use an available report and its stated date; this is not a current assessment.
Open an existing NVDA assessment. Write down its data date, the stated reading and the exact failure condition. This walkthrough supplies no current price or result.
Three common misuses
Treating a scenario level as a personal instruction.
Reading an older data date as current.
Dropping the failure condition when summarizing.
Three questions for your AI platform
Find an available NVDA Stock Model Assessment and give its date and original link. If none exists, say so.
Which claims are observations, and which depend on assumptions? Keep the report's wording and dates.
What would invalidate this reading, and what remains unknown?
Limits
The reading applies to the stated data and horizon. It is general research and is not tailored to your circumstances.
A company thesis presented alongside the contrary evidence.
To examine what could make a company thesis fail.
Read it in three steps
Read the thesis, scope and data date.
Pair each claim with its evidence and counterargument.
Record what observation would invalidate the thesis.
Walk through NVDA
Reading example only. Use an available report and its stated date; this is not a current assessment.
For an existing NVDA report, choose one claim, find the counterargument and record what evidence would settle the disagreement. Do not invent missing financial figures.
Three common misuses
Reading only the thesis.
Treating repeated sources as independent support.
Calling an unresolved disagreement settled.
Three questions for your AI platform
Find an available NVDA Company Research · Thesis & Counterarguments and give its date and original link. If none exists, say so.
Which claims are observations, and which depend on assumptions? Keep the report's wording and dates.
What would invalidate this reading, and what remains unknown?
Limits
A coherent thesis can still be wrong. The report is limited by the evidence and cutoff it states.
A company review of its business, financial statements and valuation assumptions.
To understand the inputs behind a company valuation range.
Read it in three steps
Check the financial period, currency, units and cutoff.
Separate reported financial facts from valuation assumptions.
Read the sensitivity and limitations before comparing ranges.
Walk through NVDA
Reading example only. Use an available report and its stated date; this is not a current assessment.
In an existing NVDA fundamentals report, identify the financial period and one valuation assumption. Compare the range only under the same units and assumptions.
Three common misuses
Comparing mismatched financial periods.
Reading an estimate as a reported fact.
Treating one valuation range as a certain future price.
Three questions for your AI platform
Find an available NVDA Company Research · Fundamentals and give its date and original link. If none exists, say so.
Which claims are observations, and which depend on assumptions? Keep the report's wording and dates.
What would invalidate this reading, and what remains unknown?
Limits
Valuation depends on assumptions and incomplete information; a range does not predict an outcome.
A dated examination of a verifiable event and comparable historical observations.
To distinguish an event record from a claim about its effects.
Read it in three steps
Confirm the event source, event time and study window.
Check the benchmark, sample and treatment of overlapping events.
Read uncertainty, alternative explanations and failure conditions.
Walk through NVDA
Reading example only. Use an available report and its stated date; this is not a current assessment.
For NVDA, use a documented event only when a report is available. Record its timestamp, comparison window and competing events. No event return is supplied here.
Three common misuses
Treating correlation around an event as causation.
Selecting only favorable events or windows.
Ignoring overlapping announcements and repeated tests.
Three questions for your AI platform
Find an available NVDA Event Study and give its date and original link. If none exists, say so.
Which claims are observations, and which depend on assumptions? Keep the report's wording and dates.
What would invalidate this reading, and what remains unknown?
Limits
Available now, subject to your plan’s generation allowance and service availability. A verifiable event in the last 90 days is required; otherwise no event study is generated.
Read the reading first, then the evidence and the failure conditions.
Compare two reports only when you know both dates.
How to use the model pages
How to use the model pages
Open the model pages and pick one of the five models.
Read what it looks at and when it does not apply.
Open today's Model Desk Daily and find that model's status.
Which reports are there?
Which reports are there?
There are three market briefs each trading day: pre-market, midday and close. There is also the Model Desk Daily, the weekly House View, Stock Model Assessments and company research. Event studies are also available.
Are there reports on weekends and market holidays?
Are there reports on weekends and market holidays?
No new briefs are generated when the market is closed. Pages keep the latest trading day's content. Trading days follow the New York Stock Exchange calendar.
A sample is a full report from a fixed date that anyone can read, and it is labelled Sample. Regular reports need a sign-in. How much of each report you see depends on your plan.
Each report shows its data date and cutoff time at the top. The reading applies only to that point in time. Check the date before you compare two reports.
Desk covers the last 90 days. Desk Pro covers the full history and adds CSV and JSON downloads. Reader can read samples in full and previews of other reports.
Each trading day it records the output and status changes of five rule-based models: HOT, SnapBack, BIO, Spread and LC. Model output is a rule-generated record, not an actual position or fill.
The backtests use data from 2026-09-04 and earlier, rebuilt after the fact, so they are in-sample. In-sample figures do not show how a model behaves afterwards. Model pages show them in one labelled section, never in a headline.
It is not suited to judging individual stocks on its own. Leveraged ETFs reset their multiple daily, so in choppy markets results can differ widely from the sector's own move.
The HOT record is being rebuilt, so its page shows no backtest figures for now. From 2026-10-26, each day's model output is stored separately as a forward record.
SnapBack distinguishes recovery after a strong stock pulls back from a breakout after consolidation, so each price structure can be followed on its own terms.
How do SnapBack's backtest and forward record differ?
How do SnapBack's backtest and forward record differ?
The backtest was rebuilt after the fact from data through 2026-09-04, so it is in-sample. From 2026-10-26, each day's model output is stored separately as a forward record. The two are shown separately and are not combined.
The backtest was rebuilt after the fact from data through 2026-09-04, so it is in-sample. From 2026-10-26, each day's model output is stored separately as a forward record. The two are shown separately and are not combined.
Spread studies how a stock's recovery after a decline affects a call spread, bringing direction, premium cost, time remaining and volatility into one comparison.
It is not suited to estimating a stock's own price change. Spread figures are measured on premium and are not directly comparable with stock prices. Without option quotes to compare against, the estimates cannot be checked.
It was rebuilt after the fact from data through 2026-09-04, so it is in-sample. It does not deduct commissions or bid-ask spreads. From 2026-10-26, each day's model output is stored separately as a forward record.
The backtest was rebuilt after the fact from data through 2026-09-04, so it is in-sample. From 2026-10-26, each day's model output is stored separately as a forward record. The two are shown separately and are not combined.
Keep the failure conditions and missing information in the answer.
Compare versions only after matching ticker, report type and data date.
Scope of access
The website and MCP use the same account permissions and generation allowance. An AI summary can omit context; the original report remains the reference.
Connection troubleshooting and error codes
Reconnect in four steps
Remove Axiocairn and add it again. Use the URL shown for your platform. Axiocairn does not use API keys. If a connect screen asks for an API key or only receives a domain, cancel, then add it from the connector / MCP option using the full URL (for example https://axiocairn.com/mcp/muse) and sign in with Google or GitHub to authorize.
Use the same sign-in account. Sign in with the Google or GitHub account you used to activate Desk.
Refresh the tool list. Reopen the tools in your AI agent.
Ask a test question. What is the latest Stock Model Assessment for NVDA?
Messages and next action
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Missing tools or a changed connection
Refresh the tool list, then reconnect using the full URL for your platform. If it still fails, report the platform, time and time zone without passwords or access codes.
Remove Axiocairn and add it again. Use the URL shown for your platform. Axiocairn does not use API keys. If a connect screen asks for an API key or only receives a domain, cancel, then add it from the connector / MCP option using the full URL (for example https://axiocairn.com/mcp/muse) and sign in with Google or GitHub to authorize. Use the same sign-in account. Sign in with the Google or GitHub account you used to activate Desk. Refresh the tool list. Reopen the tools in your AI agent. Ask a test question. What is the latest Stock Model Assessment for NVDA?
Does my AI agent use the same allowance as the website?
Does my AI agent use the same allowance as the website?
Yes. The website and MCP share one generation allowance: Desk 30 new versions a month and Desk Pro 120. Company research and event studies together have a sublimit of 10 or 40. Reading an existing report does not count.
What happens if I ask about a ticker with no report yet?
What happens if I ask about a ticker with no report yet?
A report can be generated on demand. One report is made for each ticker, data date and language, and everyone who asks shares it. Asking for a report that already exists does not use your allowance again.
Desk can generate 30 new report versions per calendar month. Desk Pro can generate 120. Stock Model Assessments, company research and event studies share this allowance. Company research and event studies together have a sublimit of 10 for Desk and 40 for Desk Pro.
A new version is identified by ticker, report type and data date. Only a new version whose generation your account triggers counts. Opening an existing report, reopening it or reading a version generated by another account does not count.
The allowance resets at 00:00 America/New_York on the first day of each month. Samples, daily briefs, Model Desk Daily and House View do not count. Fair-use rate limits still apply.
Reader and availability
Reader can read every sample in full and previews of other reports. Paid access follows the plan. Desk and Desk Pro can generate company research and event studies when those features are available. Company Research and Event Study generation: Coming soon. Stock Model Assessments remain available on request.
Each new company research report or event study uses one generation from the total allowance and one from the company and event sublimit. Failed generations are refunded. Viewing reports that have already been generated uses no generation allowance and follows your plan’s access rules.
Reader: every sample in full and previews of other reports. Desk: full daily briefs, Model Desk Daily and House View, the last 90 days, and new Stock Model Assessments, company research and event studies within the monthly allowance. Desk Pro: everything in Desk, the full history, CSV and JSON downloads and a larger generation allowance. Company research and event-study generation are available within the plan’s generation allowances, subject to service availability.
To cancel, sign in and choose Manage subscription on your account page, or email contact@axiocairn.com. Cancelling stops the next renewal. Access continues until the end of the period already paid, and then your account returns to Reader.
Annual plans qualify for a full refund within 14 days of purchase. After that, no prorated refunds are provided. Monthly plans have no prorated refunds; after cancellation, you may use the service until the end of the current billing period. Approved refunds are returned to the original payment method within 5–10 business days after approval.
Open your account page with the sign-in method used to activate the plan.
Check the plan, expiry or renewal date and remaining generation allowance.
Enter an access code only in the account redemption field. Check the result before retrying.
Codes and invitations have different purposes
Each account can redeem one access code. If it already has a paid plan, the code is not used up. Do not post the code in a public question or issue report.
An invitation gives the invited person 14 extra free days. After that person's second successful payment, the inviter receives one month of Desk, up to three times. Check your account for the actual invitation and reward status.
The message tells you whether the format is wrong, the code is used or expired, or it was revoked. After too many failed tries, wait the time shown before trying again.
Delete it on your account page. For an account that has paid, deletion stops access at once and signs you out, and we finish the billing part by hand. To ask about a deletion, email contact@axiocairn.com.
Data date: the observation period or date used by the report.
Cutoff: the latest information included in that version. Publication time can be later.
Version: the same ticker and report type can have different data dates or corrections. Keep the original link when comparing.
Missing and corrected information
Check missing fields, assumptions and corrections in the report itself. A content fingerprint can help compare content; it does not prove the underlying data or conclusion is correct.
This guide supplies no live price, sample size or model result. Use the method and evidence attached to the report you are reading.
Formula reading notes
Risk exposure notation
In a single-benchmark regression, r_i,t − r_f,t = α + β(r_b,t − r_f,t) + ε_t. Here r_i is the asset return, r_b the benchmark return, r_f the reference cash rate specified by the model, α the intercept, β the fitted exposure and ε the residual. Check the report for frequency, window and units.
For the fitted coefficient, t = estimate / standard error. Its interpretation depends on the error model and sample. A 95% confidence interval is a procedure-based uncertainty statement, not a 95% probability that a fixed parameter lies in the observed interval.
Event-study notation
AR_t = r_i,t − E[r_i,t | model]; CAR[a,b] = Σ AR_t over the stated window. The expected-return model, estimation window, event timing and overlapping events affect the result. This notation does not establish causality.
Multiple testing
For Holm adjustment, order the m p-values p_(1) ≤ … ≤ p_(m), then compare p_(k) with α / (m − k + 1), stopping at the first non-rejection. The testing family and all variants must be stated before interpreting a corrected result.
These are explanatory formulas, not a claim that every board or report implements this exact method. Read the method attached to each result.
Glossary
Terms used in reports
Benchmark: A stated comparison series or method.
Beta: Estimated sensitivity to a chosen benchmark over a chosen window.
Alpha: The fitted intercept under a stated model, not proof of skill.
Confidence interval: An interval produced by a stated uncertainty procedure.
Sample size N: The number of observations after the stated exclusions.
Out-of-sample: Data not used to choose or fit the tested rule.
Forward record: An output recorded as time passes, separate from rebuilt history.
Placebo: A comparison designed to test a non-target explanation.
Base rate: The observed frequency in a defined reference group.
Failure condition: A stated observation that would make the reading no longer apply.
Preregistration: A recorded plan fixed before outcomes are examined; inspect its timing and binding evidence.
Content fingerprint: A content identifier for comparison, not proof of truth.
CAR: Cumulative abnormal return over a defined event window.
Holm correction: A multiple-testing procedure over a declared family.
Legal and privacy
Terms, privacy, refunds and disclaimer
Read the full policies
The linked policies contain the full conditions. This guide does not replace them. Read the disclaimer alongside each report.
Read the privacy policy for collection, processing and deletion details. Do not include passwords, payment-card details or access codes in a research query or issue report.
How to manage your data
How to manage your data
Read the privacy policy.
Check Connected AI agents on your account page.
Delete your account on the account page, or email contact@axiocairn.com.
What information do you collect?
What information do you collect?
Your email address and sign-in account ID, your plan and billing status, and which ticker and trading day or which report you opened. We do not store your IP address or browser user agent in our database.
Only Stripe, which handles payment, and Cloudflare, which hosts the service and its database. Personal information is not passed on for money or used for advertising.
Do not submit account passwords, payment-card details or sensitive personal information through a research query. A ticker and your question are enough.
Available: Report menus, support and bilingual requests. Choose reports from a complete menu, get help with access, and request both languages with one allowance. Try: Show AAPL reports.
House View
The weekly cross-asset research view.
Show this week’s House View.
No generation allowance is used.
Pre-Market Brief
Market conditions and levels to watch before the session.
Show today’s Pre-Market Brief.
No generation allowance is used.
Model Desk Daily
Current model readings and their limits.
Show today’s Model Desk Daily.
No generation allowance is used.
Midday Brief
Changes in market conditions during the session.
Show today’s Midday Brief.
No generation allowance is used.
Closing Wrap
The closing picture and conditions to watch next.
Show today’s Closing Wrap.
No generation allowance is used.
Company Research · Thesis & Counterarguments
The investment thesis, counterarguments and conditions that would change the assessment.
Get the AAPL Company Research · Thesis & Counterarguments.
Viewing existing reports is free. A new report uses one allowance for both languages. Coming soon
Company Research · Fundamentals
The company’s financial position, operating results and valuation assumptions.
Get the AAPL Company Research · Fundamentals.
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Event Study
The research view of a specified event and its market implications.
Request an AAPL Event Study for the earnings event on YYYY-MM-DD.
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Stock Model Assessment
A stock’s model readings, price ranges and invalidation conditions.
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Evaluation Desk and upcoming features
Return Attribution
Review the factors associated with a market move.
Coming soon · Expected around 10/28/2026
Evaluation Desk: Risk Exposure
Review a portfolio’s exposure to market risks.
Coming soon · Expected around 10/27/2026
Portfolio Review
Review concentration and risk across holdings.
Coming soon · Expected around 10/29/2026
Evaluation Desk: Factor Assessment
Review the factors used in a research assessment.
Coming soon · Expected around 10/30/2026
Evaluation Desk: Market Regimes
Review how market conditions affect a research assessment.
Coming soon · Expected around 10/30/2026
Scenario Simulator and Research Plan Templates
Explore research assumptions under specified scenarios.
Coming soon · Expected around 10/30/2026
Research Alerts
Receive notices when specified research conditions change.
Coming soon · Expected around 10/30/2026
Evaluation Desk v1.0
Use the first full release of the evaluation tools.
Coming soon · Expected around 11/14/2026
Ask Axiocairn
Ask research questions directly on the website.
Coming soon · Expected around 12/15/2026
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Available · 2026-10-26T22:17:57Z
October 26, 2026 · v4
Available · 2026-10-26T22:17:57Z
Report menus, support and bilingual requests
Choose reports from a complete menu, get help with access, and request both languages with one allowance.
v4 website
Use the updated website to read reports, connect an AI agent and find account guidance.
Report menu
See existing reports with dates, summaries and links, then choose a report category. Viewing an existing report is free.
Customer support
Get guidance for sign-in, access, allowance and connection problems in English or Traditional Chinese.
One allowance for both languages
A new on-demand report includes English and Traditional Chinese and uses one allowance. Company Research and Event Study remain coming soon where marked.