Actionable insights — Uranium: the fuel behind the AI investment boom

03:31 1. Test a commodity for a structural gap: predictable demand vs slow supply

1. Ask how forecastable demand is. Uranium demand is fixed by the operating and committed reactor fleet — a reactor is "a customer for life or at least for 40 years."
2. Compare mined production with consumption over several years; a persistent shortfall means something else (inventories, secondary supply) is filling it.
3. Identify that filler and whether it is finite — here, stockpiles built after Fukushima.
4. Measure the supply response time: discovery → development → production. If it is a decade, a rising price cannot close the gap quickly, so the gap is structural rather than cyclical.

• Inventory drawdown data and the production/consumption ratio each year — the gap closing only when new mines actually start, not when they are announced.

07:26 2. Pick your rung on the investment ladder deliberately

1. Lay out the ladder from least to most speculative: physical holding vehicle → ETFs (broad metals, nuclear, junior miners, nuclear utilities) → producers → developers → explorers.
2. Match each rung to what drives it: physical and producers track the commodity price directly; developers depend on getting a deposit built; explorers depend on discovery and "aren't necessarily lifting up with the tide… there's nothing in the warehouse yet."
3. Size positions by rung: reward and speculation rise as you go down, and the lower rungs need more diligence.
4. Count the names on each rung — a thin rung (a "small handful" of producers) means concentrated exposure.

• Whether producers are actually rising with the commodity while explorers lag — the expected pattern when discoveries haven't yet been made.

10:52 3. The explorer checklist

1. Capital structure: check the share count and how fast it grows. Constant raises make the register "thick and heavy" until the company runs "out of highway."
2. Project count: prefer companies working many projects and a lot of ground — millions are spent and dozens of holes drilled before a first good hole.
3. Management and property quality.
4. Disclosure: how results are presented, and how often.
5. Partnerships (see insight 4).
6. Hold several explorers, not one; if one reports a discovery, follow the next results closely to make sure it isn't a fluke.

• Financing frequency and discount; a company raising every few months at lower prices is burning its runway.

15:14 4. Value a junior's JVs: cost-sharing, operator fee, and third-party validation

1. List each project's ownership split and who the partners are; a major as partner means someone with a technical team has decided the target could be large.
2. Compute the junior's net cash cost of a program: its share of the budget minus any operator/management fee it earns.
3. Compare dilution avoided: the junior only has to raise its share, so it "can put more money in the ground" per share issued.
4. Check whether the junior is the operator — it controls the work and gets paid — and whether partners have walked away from targets that were too small (a sign of discipline rather than promotion).

• Partners continuing to fund each season's budget — a partner declining to contribute is information.

16:44 5. Apply the buyer's size filter: will a major ever mine it?

1. Know the size threshold the eventual buyer needs — for uranium majors, a tier-one target of 100–150M lb.
2. As a discovery is drilled out, estimate its likely ceiling early; if it can't reach the threshold ("we can't add a zero to that number"), extra drilling adds headlines, not value.
3. Add a grade test: in a high-grade district, low-grade finds can't use nearby mills built for high-grade ore and create far more tailings to permit.

• Juniors that keep drilling and promoting a deposit that is plainly below the buyer's threshold.

35:03 6. Read junior press releases with a five-day lag and a fluff filter

1. Don't act on day one of exciting news: much of the spike volume is existing holders selling into it. Wait — the study found day-one noise was gone by day three and the price "where it's supposed to be" by day five.
2. Discount radiometric numbers (counts per second, "off-scale" scintillometer readings) until assays follow; 60% of releases quoting counts per second never reported the matching assays.
3. Take apart "composite mineralization": if scattered short intervals over 100+ m are summed into one figure, it isn't a mineable width.
4. Look for the facts: interval, grade, depth, assays. If a release doesn't mean anything to you, "it probably is nothing."

• A company's ratio of radiometric-only releases to assay releases; a rising share of promotional language is a warning sign ("when the jig is up").

30:00 7. Judge an explorer's drilling by its prioritization loop

1. Check whether geophysics has been used to rule out most of the ground (he cites ~90%) before drilling.
2. Look for ranked targets and re-ranking after every hole — digesting results before the next one, rather than drilling a fixed list.
3. Know the follow-up thresholds: in the Athabasca Basin, anything above ~0.05% U3O8 warrants follow-up, and ≥0.5% is a significant find that may sit at the edge of something far richer.
4. Give weight to teams who have seen the rock before — experience turns unexplained core into a readable signal.

• Step-out holes that keep hitting along strike versus a single high-grade hit that isn't repeated.