Mr. Buzzoni

THIS IS HOW PEOPLE ARE HITTING 20X+ ON POLYMARKET most people don’t have a signal problem they have a payoff problem they play like this: > one event > small return > repeat and wonder why nothing compounds but if you look at how bigger wins actually happen it’s the same inputs: > btc up/down markets > politics > sports just structured differently instead of linear setups: > you stack outcomes > build convex payoff small size but when it connects: > 10x → 20x → 50x+ that’s the shift not better predictions → better structure been testing this here: polyboost.xyz/?ref=trade @polyboostxyz basically lets you stack Polymarket events into one ticket + they have probability-based parlays built in early stage + invite-only > ~100 spots only (FCFS) if you’re already on Polymarket > this is just unlocking a higher ceiling

Pilot episode of the Predict Time podcast with @iatskar, founder of @gondorfi. Enjoy watching!

THIS IS WHY MOST TRADERS ARE JUST LUCKY people see: > win rate = 89.6% and assume they found an edge but one number without variance means nothing > you need the distribution of θ̂, not a single estimate instead of one run: > run N = 10,000 bootstrap simulations > θ̂ = (1/n) ∑ᵢ 𝟙{tradeᵢ > 0} this gives you a range: > CI₀.₉₅ = [q₂.₅(θ̂*), q₉₇.₅(θ̂*)] now you’re not guessing anymore > if 0.5 ∈ CI₀.₉₅ → no real edge next step: don’t just measure outcomes - model the process price moves like a Markov chain: > P(Xₜ₊₁ = j | Xₜ = i) = Pᵢⱼ so instead of predicting “up or down” > you estimate transition probabilities and get: > p_resolve = probability of reaching "resolved" state from current state i after k steps then trading becomes mechanical: > Edge = p_model − p_market > EV = p·W − (1−p)·L plus risk: > Sharpe = 𝔼[R] / σ(R) and one detail most people ignore: > discard t ≤ T₀ (early noise / burn-in) what changed for me: > I stopped trusting single results > and started thinking in ranges and processes because in reality: > one backtest = one lucky path > 10,000 simulations ≈ how it actually behaves

@AleiahLock 😍😍😍

Don’t Fade AI: How One Trader Turned $100 → $13.9K in a Week on Polymarket Using MiroFish Just read an absolute banger thread - basically a full playbook worth bookmarking/saving as PDF. Guy combined MiroFish (the hot new open-source AI swarm simulator) with Polymarket and 140x’d his stack in just 7 days. From $100 to ~$13,900. Core idea: Stop asking ChatGPT “what’s the probability?” like a normie. Instead, run thousands of independent AI agents (1,000–5,000+) that act like a mini society: •form opinions •react to news in real time •argue, influence each other •shift beliefs dynamically After interactions, a natural consensus probability emerges - just like real crowd/market behavior. Compare that swarm probability vs. current Polymarket odds → spot 8–15%+ gaps (after fees) → enter the trade. Biggest edges right now: > News events - agents reprice in minutes while humans panic/FOMO > Low-liquidity/niche markets - politics, obscure crypto narratives, regional events where price discovery is slow and inefficient He stresses: this isn’t magic or “infinite money glitch.” •Simulations have noise •Execution slippage + fees eat edge •Markets will adapt as more people pile in But right now? Early adopters are printing because most traders still don’t even know what AI swarms are. Classic cycle: new tech drops → first movers capture alpha before it gets arbitraged away. 
 Thread is gold -read the full breakdown here:

@k1rallik great find - will take a closer look at this trader

This guy turned $3k into $60K on NVIDIA While Wall Street was busy arguing about NVIDIA's valuation - one trader was making up his mind on polymarket. His conclusion: NVIDIA would be the most valuable company on Earth. He was right. Every. Single. Time. > Entry price: 3-4 cents > One trade alone: +8,073% > Total NVIDIA PnL: $60,000+ Full profile breakdown: @rated?via=sales" target="_blank" rel="nofollow noopener">polymarket.com/@rated?via=sal… But here's what makes it insane - NVIDIA was just his side hustle. His main game? Politics. +$160,000 from political markets. +$67,000 on a single election call. 68.8% win rate across 9,406 predictions. $47,000 turned into $300,000. This is what happens when someone understands geopolitics AND corporate fundamentals better than the entire market does.

@seelffff great breakdown

3 months reverse engineering polymarket formulas 4,000 lines of Rust 200 hours debugging and my chess player friend with a 2200+ rating didn't write a single line he calculates outcomes 3-4 moves ahead and builds parlays Blackhawks vs Stars → Stars ✓ Wild vs Avalanche → Avalanche ✓ $495 stake. 2.04x. $1,011 payout his process is pure pattern recognition: Stars stronger on the road, Blackhawks missing starting goalie. not 50/50 but 70/30 Avalanche at home after 3 wins. momentum plus home ice. 65% two at 65-70% in a parlay give 2x at real 45% polymarket gives 2.04x. edge exists. bet he decompiles sports events the way i decompile smart contracts except instead of Rust he uses his brain does it through @polyboostxyz parlays from polymarket events, only platform where this works AI picks with best winrate odds multiply: 1.9 × 1.7 × 3.5 = roughly 10x 60 second quick bets no KYC, multichain, login in 10 seconds his week: mon: NBA 3 events, 3.2x, +$640 wed: quick bet BTC, +$120 fri: NHL 2 events, 2.04x, +$516 +$1,276 in 20 minutes i reverse engineer formulas he reverse engineers probabilities grandmasters don't deploy bots. they calculate variations polyboost.xyz/profile/self

@polyboostxyz 😍

@polydao ⚡️

THIS IS HOW PEOPLE ARE HITTING 20X+ ON POLYMARKET most people don’t have a signal problem they have a payoff problem they play like this: > one event > small return > repeat and wonder why nothing compounds but if you look at how bigger wins actually happen it’s the same inputs: > btc up/down markets > politics > sports just structured differently instead of linear setups: > you stack outcomes > build convex payoff small size but when it connects: > 10x → 20x → 50x+ that’s the shift not better predictions → better structure been testing this here: polyboost.xyz/?ref=trade @polyboostxyz basically lets you stack Polymarket events into one ticket + they have probability-based parlays built in early stage + invite-only > ~100 spots only (FCFS) if you’re already on Polymarket > this is just unlocking a higher ceiling

@0xwhrrari convexity goes crazy here

@polydao > btc > politics > sports all feeding one convex ticket ^^

@antpalkin same, this was inevitable

@polydao I've been waiting so long for something like this ultimate edge

@unvint yeah, if priced right

@polydao Excellent choice, now you can multiply your profits

@antpalkin @polyboostxyz this is a pretty crazy inefficiency tbh

Crypto hate at absolute peak. Launch delays, project shutdowns. Vanity Fair dragging us like we’re literal clowns. Whole timeline pivot to AI. I’m turning this backlash into $10k -> $60k single trade with ridiculously low risk. Thanks to @polyboostxyz for the cheat code - bundle every undervalued Polymarket outcome into one parlay. 600% ROI just because these projects are finally launching. Largest crypto wallet ever at $300M FDV. Largest NFT marketplace ever at $100M FDV. Just a few months ago everyone was valuing these things in the BILLIONS. Today the market is handing us 6x simply for them to launch trading at all. At least at Tier-3 crypto project prices. I literally cannot imagine a universe where they’re worth even a penny less. This is the most insane market inefficiency I’ve ever seen - and I closed it in two clicks with a parlay by this guys: polyboost.xyz/?ref=cvxv666 Be sure to check it out - Polyboost also features a powerful AI betting assistant, 60-second markets and various bonuses. Access is by invitation only, only 25 FCFS spots available via my link.

@polyboostxyz this is actually a big idea

Introducing Polyboost Parlays on Polymarket events, quick bets, AI-powered picks Live in early access Invite-only polyboost.xyz

> work 40 hours a week. pay 30% in taxes > 401k barely moves. savings account is a joke > watch someone your age compound faster than you > they’re not smarter than you > the people beating markets just learned one thing you never did > they stopped asking "am I right?" > and started asking > EV = pW − (1−p)L > every decision reduced to a number > most people chase outcomes > a few just stack positive EV > same world > completely different game > I wish I had this 10 years ago

@zorkafm yeah, one backtest can fool you easily

@polydao Totally agree. Luck can be deceptive.

@mopozeuX glad it resonated

@polydao interesting thoughts

@Lutchyn13 exactly

@polydao This is how real quants think

@TemsYanik yeah, intuition breaks here

@polydao It's hard to perceive

@gippp69 thanks man, had to go deeper on this one

@polydao Great research bro

@noisyb0y1 Appreciate it bro 🤝 more coming

@polydao Bro it’s banger