AI for Researchers: Deep Research & Evidence Synthesis
Signature Course No. 270 — A Signature AI Socratic Coaching Course.
No experience needed — your coach starts where you are.
A New Kind of Learning
Socratic coaching, delivered by an agentic AI coach.
Not a course you watch. An AI coach you work with.
The Lighthouse Coach begins by discovering how you think about the subject, teaches what is missing, and gives you realistic practice before asking you to prove that you can use it. You may test out of concepts you already understand, while capstones turn the learning into a practical plan, decision, conversation, or other real-world result.
The curriculum is deliberately authored; the AI delivers it through coaching. It is not an AI randomly generating lessons.
A coach that teaches by asking — not by lecturing
The Lighthouse Coach is an AI Socratic coach built on Cognosco Learning's AI for Researchers: Deep Research & Evidence Synthesis course, in the AI at Work category. It does not play videos at you. It holds a conversation: it asks you a question, listens to your answer, names the misconception it hears, affirms what you got right, and asks the next question — the way a great coach works in the room.
An AI summary is a lead, never a citation. A deep-research tool can hand you a fluent, referenced synthesis in minutes — and some share of it, a source that does not exist, a real source that does not say that, a number carried to the wrong population, will not survive the moment somebody opens the sources and checks. This course teaches the checking as a discipline, so the brief you sign is one you can defend.
Module 1 builds the evidence base. The question scoped in five parts; tool output reclassified as leads; claims traced to primary sources and opened — existence, wording, context; provenance priced; search designed for coverage; numbers recomputed at their base; conflict held at its real strength; and the whole chain bound in an evidence log.
Module 2 builds the brief on that base, and only that base. Synthesis without invention, strength graded with its limits, the counter-case met at its strongest, quotes held exact, every load-bearing claim bound to a claim table, versions swept, method disclosed — and the defence rehearsed for the room where the brief will be challenged.
Both capstones produce real artifacts — the verified evidence pack behind Helen Marchetti's answer for Aldermere Research, auditable by a researcher who never met her; and the defensible evidence brief itself, with its claim table and defence notes, built on the same case six weeks later.
The honesty standard is part of the course. Every study, report, and source inside the course's scenarios is fictional, labelled by its context as a case; every figure is a stipulated teaching figure that recomputes. What transfers is the moves — trace, open, compare, weigh, log, disclose, defend — run on real evidence in your own work.
The course is self-paced and always on — roughly 30 minutes per concept, about 9 hours in full, taken in as many sittings as you like. You can type your answers, or talk out loud: the Voice Coach speaks its questions and listens to your spoken replies. Learners who already know the material can test out concept by concept.
AI for Researchers: Deep Research & Evidence Synthesis is part of The Lighthouse Signature Series — the online counterpart to the one-day, in-person learning Cognosco Learning has delivered since 2002.
Course Facts
One full concept, coached end to end — free: verify your email and we’ll send you a link to start.
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Diagnose → Learn & Practice → Prove → Capstone
Every learner moves through the same discipline a Cognosco instructor would insist on in the room.
Diagnose
The Coach starts where the course starts: with the question. Before any tool is opened, settle what the work must decide, about whom, measured how, over what window, and how much verified agreement is enough to stop. Every concept opens with three questions that locate where you actually stand, and your answers shape how deeply the Coach works the concept with you. Everyone begins with Module 1 — no skipping the foundations you only think you have.
Learn & Practice
Work each concept in conversation with the Coach — spoken or written — then practice it against realistic situations until it holds up.
Prove
Every concept ends in proof: answer the check cold and demonstrate the skill. Know it already? Test out and take credit immediately.
Capstone
Finish with two capstones — The Verified Evidence Pack for Module 1 and The Defensible Evidence Brief for Module 2 — that pull the whole course together, and earn the certificate.
What You'll Learn
Verify first, synthesize second. A brief is only worth what the evidence underneath it is worth — so the gathering, tracing, and opening come before any conclusion is allowed to form.
Module 1 builds the evidence base. The five-part question; leads held apart from citations; the trace to the primary source and the three checks on opening it; provenance and standing; designed search coverage; numbers checked at their base; conflict at real strength; and the evidence log, complete.
Module 2 builds the brief. Synthesis without invention; strength and limits graded before drafting hardens them; the counter-case hunted and ruled; quotes and attribution held exact; the claim table built from the final text; versions swept; method disclosed; and the defence delivered in the room.
And it holds its boundary throughout. This course owns the stage between a question and a defensible brief — find, verify, synthesize. Analysing data already at hand and writing up settled findings belong to neighbouring courses; here, figures are checked for provenance and prose is disciplined for fidelity.
What you will learn
- Frame the work: turn a vague commission into an answerable question — decision, population, outcome, window, and stopping rule — before any tool is opened
- Gather and verify: treat tool output as leads, trace claims to primary sources, and open every source you cite — existence, wording, and context
- Check every number at its base: denominator, window, and definition, recomputed from its counts before it enters your notes
- Hold conflict honestly: present disagreeing evidence at its real strength and keep a complete evidence log that makes the chain auditable
- Synthesize only what the verified evidence supports, grade its strength and limits, and hunt the counter-case on purpose
- Defend the brief in the room: every load-bearing claim bound to its claim-table row, method disclosed, and the brief corrected when a challenger is right
Everything in the course
- All 18 concepts of AI for Researchers: Deep Research & Evidence Synthesis, in 2 modules
- A starting-point check first — the Coach finds where you actually stand before teaching
- Learn, Practice, Prove for every concept — no passive video watching
- A test-out on every concept: prove you know it and move on
- The Voice Coach: talk with the Coach out loud — it speaks, listens, and replies
- A personal Learner Record of your work across the course
- Two capstone exercises: The Verified Evidence Pack and The Defensible Evidence Brief
- A printable session summary whenever you pause
- The Lighthouse Coach completion certificate (Signature Series)
- Your progress is saved as you go — stop anytime, resume where you left off
Built for the people whose briefs must survive checking
Professional researchers and analysts — in consultancies, agencies, policy teams, and in-house insight functions — whose work now runs through deep-research tools and who sign their names to the output; and research leads and reviewers who check other people's AI-assisted work and need a standard to check it against, not a feeling.
Consultants, strategists, and advisers — who build recommendations on gathered evidence and are challenged on it by clients, boards, and funders.
Journalists, evaluators, and due-diligence professionals — whose briefs must survive hostile reading by people motivated to find the weak citation. And anyone who has pasted an AI summary into a document and felt, correctly, that they could not fully defend what they had just shipped. This course assumes you can already write a clear paragraph and run a search box; it assumes no statistics beyond ordinary arithmetic.
Prefer to learn live and in person? The same material anchors Cognosco's one-day programs — browse the in-person catalog.
Start with The Verified Evidence Pack
$195 — introductory price. One payment. No subscription, no password to manage.
Here is exactly what happens when you enroll:
- Pay securely with Stripe — you are taken straight into the course
- Create your learner profile and begin the Module 1 starting-point check
- Save the access key you are given — it restores your enrollment on any device
- Learn at your pace; your progress is stored in your browser on your device
For the full voice experience, use Chrome and allow the microphone when asked. Typing your answers works everywhere, all the time. Questions before you enroll? Email hello@cognoscolearning.com.
Before you enroll
What is a Socratic coaching session?
A conversation, not a video. Your coach asks a question; you answer — out loud by voice, or by typing — and the coach responds to what you said: naming the misconception it hears, affirming what you got right, and asking the next question. You advance only when you have mastered each concept, so a finished course means the learning held.
How long does it take — and how long do I have?
About 30 minutes per concept. Learn in sittings of any length; your progress is saved as you go. You have a full year from purchase to finish, and you can revisit and retake within that year.
What does the certificate verify?
That you completed every concept and both capstones of this course. Anyone can confirm a Cognosco certificate online — enter its certificate ID on our verification page.
What if it isn't for me — what are the refunds?
If you have not started, cancel for a full refund within seven days of purchase. Once you have started, there is no cash refund — stop before finishing and we credit the full amount you paid toward any other course in the library (credit valid one year from your original purchase). Once you complete the course, no refund or credit applies.
More Signature Courses are coming
AI for Researchers: Deep Research & Evidence Synthesis is Signature Course No. 270. Leave your email and we'll send you news of future Signature Courses and Lighthouse updates as they are announced — nothing else.