AI trained on insider, politician,fund and dealer signalsFor traders & investors,including occasional part‑timers& those who have started recentlyRent AI AgentsThat Follow Smart Money.They spot the opportunities and alert you.
When a CEO spends millions of his own cash on his company’s stock, when a member of Congress suddenly buys a name, when a big fund takes a new stake — by law, it all becomes public within days. That’s “smart money,” and anyone can read it. The catch: thousands of these filings land every week, and most of them mean nothing. Social accounts repost everything; gurus promise picks. This desk does the hard part in between — and you can rent it. Super-smart AI agents I build — powered by advanced AI and quantum technology, pioneered by the original AI lead at $QUBT — read every filing the morning it lands, throw most of it out as noise (and say why, in public), and rank the few that matter. What makes the cut becomes a clear buy/sell plan: what to buy or sell, at what price, the level that says it’s wrong, and what “done” looks like. Every plan is graded monthly in public — wins and losses. The agents use the same process I used structuring trades at banks and hedge funds; I sign every verdict. You rent them by the month — starting free — no setup, nothing to install, cancel anytime.
SAMPLE SETUP · QUBTlong > 8.76 · invalid < 8.05
READ ALLInsider, Congress, fund & dealer trades, every day
THE NOISEMost get discarded — named, with the reason
THE VERDICTRank A · B · Watch — the bar it cleared, shown
No card, no experience required for the free Weekly Report · founding rate locked for the first 50 members · cancel anytime. Public filings only. Education, not financial advice.
Read all · Discard most · Rank the few
How a filing earns its verdict
Every file starts with a simple count: what was filed, what was thrown out and why, and what cleared the bar. Then the verdicts — each ranked name with plain-English reasoning and a clear buy/sell plan: the ticker, what to buy or sell, at what price, the level that says it’s wrong, and what “done” means. Written so a first-time investor can follow it and a full-time trader can act on it. Super-smart AI agents (powered by AI and quantum technology, pioneered by the original AI lead at $QUBT) do the reading. The desk signs every verdict. Same process used structuring trades at banks and hedge funds.
1
Read everything, early
Insider trades (Form 4), Congress disclosures (STOCK Act), fund positions (13F) and activist stakes (13D) — every one, read the morning it posts, not days later when the tracker feeds retell it. Three feeds merged onto one name. Public information only, ever. The desk’s AI Agents watch EDGAR and the official registers in near real time.
2
Confirm: the market must agree
Even stacked filings still have to pass a market check: dealer positioning, options flow, money flows, volatility and price action. Smart-money buying into heavy supply or a broken chart gets a lower rank — or no setup at all.
3
The bar: overlap, size, freshness, room
How many independent signals stack, who wrote the check and how big, how fresh each print is, and whether the stock has already moved. Earlier is better. Already up 15% on the headline? The rank dies. Scheduled 10b5-1 selling is noise, whatever the size — and the post names what didn’t count.
4
A verdict with a plan — or noise
Every filing gets a ruling: Rank A, Rank B, Watch — or noise, named in public with the reason. What clears the bar becomes a simple buy/sell plan: what, at what price, the level that says it’s wrong, and what “done” means. Risk is stated so you size it to your own comfort. Ask “why this verdict?” and the AI agents show the exact filings and market evidence. Every verdict is graded monthly in public — wins and losses.
The execution playbook
How a ranked name gets timed
The rank gives you the name, the direction, and the level that invalidates it. These fourteen setups show how the entry can be timed — on a 5-minute chart for a day trade or a daily chart for a swing. Amber is the entry, red is the stop, green is the target. They illustrate the rules, not real fills. The same timing ideas work for stocks or options. If you never look at a 5-minute chart, you can skip this whole section — every buy/sell plan in the files stands on its own.
Setup lab
Turn the trade around in 3D
The same setups, with the risk and reward drawn as volumes. Red is what you can lose on a flagged name, green is what you're aiming for. Drag to rotate.
drag to rotate
A week with the files
What lands, and when (ET)
Morning file by email and in Discord, two hours before the open. It opens with the count — what was filed overnight, what was discarded and why, what cleared the bar — then the verdicts: each ranked name with its reasoning and a simple buy/sell plan, before the tracker feeds have retold the filings.
Discord only, #verdicts: a filing lands at 10:41, the ruling posts at 10:42 — noise or ranked, with the reasoning. Re-ranks when the bar breaks. #noise runs alongside: the live feed of discarded filings, each with its one-line reason.
Evening file: the after-close batch ranked, what fired today, which setups broke their rank, what to watch tomorrow.
The Weekly Report: the week in verdicts — every filing that mattered, the pile that didn't, the 3 top-ranked names with the bar each cleared, and the running scorecard, wins and losses. A 15-minute read over coffee, and all a weekend investor needs.
13F deep-dive, 45 days after quarter end: what the biggest funds added, trimmed and dropped, and which moves are worth a file.
Never traded before?
The path: read → practice → act
You don’t need experience, a big account, or hours in front of screens. Smart money already does the research — the law makes them show their hand, and the AI agents turn those filings into plans anyone can follow. Here’s how most people start:
Get the free Weekly Report every Sunday. 15 minutes over coffee: see what insiders, Congress and funds actually bought, which names made the cut and why, and what got thrown out as noise. No account needed — you’re learning how professionals read the market, with real examples.
Pick a plan from a file and follow it on paper — no money. Write down the entry, the “wrong if” level, and what “done” means, then watch what happens. The monthly scorecard shows you how the desk grades itself; grade your paper trades the same way.
Act on a plan at whatever size lets you sleep — every plan states its risk so you can size it to your own comfort. You decide whether, and how much, to trade. The files keep explaining themselves either way. Education, not financial advice.
Start free today
Rent the agents at your pace
You’re not buying software, a course, or picks — you rent a working desk of super-smart AI agents, powered by AI and quantum technology, pioneered by the original AI lead at $QUBT. They’re already running, already trained on insider, Congress, fund and dealer trades, and already graded in public. Nothing to install, no prompts to write, no data feeds to pay for. Just curious? The free Weekly Report is the proof — read it for a month, check the scorecard, then decide. Have a day job? The Email Desk is most members’ home: one plain-English email with your morning coffee. In the market most days? Discord Live is verdicts as they happen. The first 50 members lock founding rates for as long as they stay — and you can cancel the rental anytime.
Weekly Report
$0every Sunday
Try the agents before you rent them — the week in verdicts: the top setups they found this week in insider, Congress, fund and dealer trades — ranked by the same process used at banks & hedge funds — and the pile that didn’t. 15 minutes, plain English, no card. Every verdict graded monthly in public — wins and losses.
The week in verdicts by email, every Sunday — a 15-minute read
The week's 3 top-ranked names — each with the bar it cleared and a simple buy/sell plan (stock, with an options version when that's the safer way)
The pile that didn't matter — the week's noise, named, with reasons
The running scorecard — wins and losses
No jargon, no experience needed — read it, paper trade it, or act on it · no card required
Most popular — for people with day jobs, part-time traders, and anyone who started recently. Daily verdicts: the AI agents read every overnight filing before 7:30 ET and check it against the market. Each plan is structured like a desk trade — entry, the level that says it’s wrong, what “done” means. Ten minutes with your coffee: act, watch, or skip. No screens to watch, no chat to keep up with. Every verdict graded monthly in public — wins and losses.
Everything in Weekly Report
The file opens with the morning count: what was filed, what was discarded and why, what cleared the bar
Then the verdicts: each ranked name with its reasoning and a simple buy/sell plan — what, at what price, the level that says it's wrong
An options version named when that's the safer way to play it (loss capped up front) · risk stated so you size it yourself
Ask “why this verdict?” — the desk's AI Agents show the exact filings and market evidence
Evening filings email · quarterly 13F deep-dive · no chat, no notifications to manage
For active traders — in the market most days. Verdicts as they happen: a filing lands at 10:41, the ruling posts at 10:42 — noise or ranked, with the reasoning. The AI agents run live using the same process used on bank and hedge-fund desks. Every verdict graded monthly in public — wins and losses.
Everything in Email Desk
Every ruling the moment it's made — and re-ranks the moment the bar breaks: a dealer flip, a broken level, a second filing
#verdicts for the rulings · #noise for the live feed of discarded filings, each with its one-line reason · #questions, answered daily
Ask the desk's AI Agents “why this verdict?” or “size this for my risk” — the reasoning and the evidence, on demand
Weekly live review of the scorecard: what the desk got right, what it got wrong, and why
Running your own agents? Discord Live members get priority on Agent Autopsy + Rebuild slots — and can DM “AUTOPSY” straight from #questions.
Agent Autopsy + Rebuild
From $2,500project
For teams and builders whose AI agents look good in demos but fail under live conditions. Most signal and trading agents have no real cost controls, weak evaluation, missing human gates, or silent failure modes. I tear the system down, document exactly what breaks, then rebuild a production version that holds up — using the same institutional process and agent standards I apply to the desk’s own agents.
Full autopsy of your current agent (architecture, prompts, data feeds, cost, failure modes)
Clear written report: what is broken, why, and the risk it creates
Rebuild with proper cost ceilings, evaluation loops, monitoring, and human approval gates
Especially suited to agents that consume insider, Congress, fund, dealer or alternative data
Optional ongoing managed signal agent after the rebuild
You keep the autopsy report either way — the teardown shows receipts, same standard as the scorecard
Limited slots — DM or reply “AUTOPSY” to start · Discord Live members get priority
Bots report every filing. Gurus promise picks. Most AI demos are theater — highlight reels with no record. This desk rules and shows its work, receipts first: the bar is public, the noise is named with its reason, quiet days are posted instead of padded, and every month the scorecard grades every verdict — wins and losses, misses included — for anyone to check. The same standards apply to Agent Autopsy + Rebuild: if an agent fails in live conditions, we document why and fix it. And renting beats building: no prompts to write, no data feeds to pay for, no maintenance — the agents are already running, already trained, already graded, and they keep reading even when you're offline. You don't need to be a full-time trader: every file explains itself. Start free with the Weekly Report, then decide. Cancel the rental anytime from Whop.
Who's behind it
Serge P. Shuster
I build super-smart AI agents powered by advanced AI and quantum technology — an approach I pioneered at $QUBT as its original AI lead. Before that I worked with traders at more than a dozen banks and hedge funds, structuring trades across stocks, options, futures and more. Insiders, politicians and funds leave their signals scattered across thousands of filings — most of it noise. This desk rules on every filing the morning it lands: most are noise (named with the reason); the few that matter clear a published bar and become clear buy/sell plans. The same standards apply when I autopsy and rebuild agents that fail under live conditions. The AI agents do the reading and ranking; members rent their output by the month; I sign every verdict; the record is public.
Original AI lead @ $QUBT · AI + quantum technologyStructured trades @ banks & hedge fundsAgent Autopsy + RebuildForm 4 · 13F · 13D · STOCK Act · Dealer flowStocks & Options · Record public
"Top rank: a $4.6M open-market director buy, a late-filed Congress disclosure, two fund initiations — and the tape agrees: flow turning, volatility bid, price holding the level. Long against the insider price. Invalid below it on a close."
Questions
Before you join
I've never traded before. Is this for me?
Yes — start with the free Weekly Report. Every opportunity is written in plain English and explains itself: what the smart money did, why this name made the cut, and a simple buy/sell plan with the risk stated. You can begin by just reading, then paper trade (follow the plan on paper, no money), then act when you're ready — at whatever size fits your comfort. Many members treat it as a weekly lesson in how professionals read the market, with real examples. Education, not financial advice: you always decide whether, and how much, to trade.
What does “renting the agents” mean?
It means you get the agents’ work without owning or running anything. The agents live on the desk: I build them, train them, pay for the data, and keep them running. Your membership rents their output — the daily and weekly files with every verdict and plan — and, on Discord Live, the ability to ask them questions directly (“why this verdict?”, “size this for my risk”). Nothing to install, no prompts to write, no API bills. Month to month, cancel anytime from Whop — like any rental, walk away whenever you want and keep what you learned.
How much money do I need to start?
None, to learn: the Weekly Report is free, and paper trading — following a plan on paper, no money — costs nothing and teaches you the most. When you decide to act, there's no minimum here: every plan states its risk — where it's wrong and roughly what that costs — so you size it to your own account and comfort, whether that's one share or a full position. Most brokers now allow fractional shares, so even small accounts can follow a plan. Never trade money you can't afford to lose; education, not financial advice.
How much time does it take?
The free Weekly Report is a 15-minute read over coffee on Sunday. The $39 Email Desk takes about ten minutes every trading morning — act, watch, or skip, done. The $79 Discord Live is for people who are around during market hours and want the alerts the moment they happen. None of it requires watching screens all day.
What is a Smart Money Setup?
One page on one name. It opens with the verdict and how the name earned it — the open-market insider buy, the politician disclosure, the new fund position, how they stack, and the market signals that confirm: dealer positioning, options flow, money flows, volatility, price action — plus what got discarded: scheduled 10b5-1 sales, routine rebalances, adds to already-crowded names. Then the simple buy/sell plan: the ticker, what to buy or sell, at what price, the level that says it’s wrong, and what “done” means. The exit is the rank breaking, not a round number.
How do the AI agents work?
The AI agents are super-smart systems I build — powered by advanced AI and quantum technology, an approach I pioneered at $QUBT as its original AI lead. They are trained on insider, Congress, fund and dealer trades and follow the desk’s published rules — the same process used structuring trades at banks and hedge funds. They read every Form 4, STOCK Act, 13F and 13D filing in near real time, score each against the bar, and propose the ruling: noise (with the reason) or a rank. The desk signs every verdict before it goes out. You can ask “why this verdict?” or “size this for my risk” and get the exact filings and market evidence. No black boxes, and no verdict ships unsigned.
What is Agent Autopsy + Rebuild?
Many AI agents look strong in demos and fail under live data, real costs, or irreversible actions. Autopsy + Rebuild is the high-ticket service for that gap. I tear down the existing system, deliver a clear written report of what is broken and why, then rebuild a production version with proper cost controls, monitoring, and human approval gates — the same standards used for the desk’s own agents. Especially suited to agents that use smart-money or alternative data. From $2,500 depending on complexity. You keep the report either way. Limited slots — DM or reply “AUTOPSY” to start; Discord Live members get priority.
What does “quantum technology” mean here?
The agents grew out of work I pioneered at $QUBT as its original AI lead — applying advances in AI and quantum technology to turn research and filings into trade ideas. Here they apply that same approach to public filings and public market data. No secret feeds, no non-public information. The edge is the reading, the ranking, and the discipline of the process — and the monthly public scorecard is how you check it.
Most filings are “noise”? What does that mean?
On a typical day, most insider filings are scheduled 10b5-1 plans, option exercises, tiny prints, or buys in names that have already repriced — they carry no signal. The firehose accounts repost them anyway. This desk discards them in public, each with a one-line reason, and posts the daily count: filed · noise · verdicts. Naming the noise is how you know the reading actually happened.
How early is “earliest”?
Insiders must file Form 4 within two business days of a trade, and most filings post after the close. This desk reads them the same evening or the next morning and the ranked setup is out before 7:30 ET — typically hours after the print posts and well before the big tracker feeds and headlines retell it. Desk members get intraday re-ranks the moment they happen. Earliest here means first to the public filing, read and ranked — never early to non-public information.
Is this insider information? Is it legal?
Everything in the files is public. Insiders must report trades on SEC Form 4 within two business days, funds report holdings on 13F and stakes on 13D, and members of Congress disclose under the STOCK Act. The files read those disclosures; they never contain material non-public information.
What markets do you cover?
US-listed stocks and ETFs — where the filings are — and options on the ranked names when capping the possible loss up front is the safer way to play it. Same entry, same “wrong if,” same “done” either way. No futures, no FX: filings are a stocks edge, and the desk doesn’t stretch it.
What does "half R" mean?
R is the amount you decide in advance that one trade may lose. Half R means risking half of that unit. Every setup states its risk so you can size it to your own account.
Is this financial advice?
No. The files and setups are educational examples of a rules-based process. You decide whether, and how much, to trade.
How do I get access?
Checkout and membership run through Whop. After you join, Email Desk starts the next trading day, and for Discord Live the invite appears in your Whop account.
Can I cancel?
Yes, anytime, from your Whop account. You keep access until the end of the period you paid for.