Social media and generative AI policy

My social media content does not constitute financial advice. It is shared for blog, investment research, and educational purposes. It is general information, not a personalised recommendation to buy, sell, or hold a security. Investing involves risk, including the possible loss of capital.

Purpose and audience

I use LinkedIn and Instagram to share research, explain market developments, and help emerging investors and young professionals understand what matters. Short posts introduce useful insights and link to fuller analysis on this website.

Language and publishing standards

I use phrases such as “the data suggests”, “what I’m watching”, “based on the available evidence”, and “this does not necessarily mean”. I avoid promises such as “guaranteed”, “easy money”, “can’t miss”, and “sure thing”, as well as hype, unsupported claims of a “massive opportunity”, and attention-seeking predictions.

Evidence, transparency, and accountability

I distinguish facts from interpretation, cite external research and data, and support quantitative claims with relevant charts or data. I check sources, dates, calculations, and potential biases, consider competing explanations, and acknowledge risk and uncertainty. I correct material errors transparently and disclose relevant holdings, commercial relationships, or sponsorships when applicable.

Where AI assists with content, I disclose its role, verify references and factual claims myself, and remain responsible for the final analysis and wording.

Community and contact

I welcome thoughtful questions and respectful disagreement. I do not provide personalised investment recommendations in comments or direct messages. Spam, impersonation, harassment, and misleading promotions may be removed or reported. Please do not share account details or other private financial information publicly.

For research questions or corrections, contact Eric Filippo.

Generative AI use

I use generative AI as a writing and review assistant, never as the source of an investment idea or opinion. My research questions, market views, conclusions, and investment interpretations are generated solely by me. AI supports how I communicate and check my work; it does not decide what I think.

My research and judgement

I pull the data and annotate the charts myself. I select the evidence, examine the assumptions, and develop the analysis. I remain responsible for the accuracy, originality, and implications of everything I publish.

Where AI assists

AI may help write certain sections, such as legal sections or documents, or help me expand and explain an idea I have already developed. It may suggest structure, clarify wording, and review a draft for consistency. Legal wording produced with AI is reviewed by me and is not treated as independent legal verification.

AI checks over my work, but does not add content or make edits without my permission. Suggestions remain suggestions until I review and approve them; responsibility for the final wording stays with me.

AI may

Flag every factual claim that needs a source and suggest where I might look for supporting evidence.
Point out where a draft drifts away from the intended reader persona or the stage of the reader journey it was planned for.
Suggest improvements to clarity, organisation, or completeness, and help expand an existing idea when I request it.

AI may not

Invent sources, quotes, statistics, people, products, or events.
Generate my investment ideas or opinions, or replace my research judgement.
Edit, add, or change content without my permission.

Verification and disclosure

I check suggested sources directly, verify factual claims against the underlying evidence, and review calculations and context before publication. An AI-generated source suggestion or fact-check is not proof that a claim is correct.

When AI assists with a piece, I disclose its role and retain accountability for the final work. My own analysis, chart annotations, and data collection remain distinct from AI-assisted drafting and review.

Last updated October 28, 2026