ClearEdge Ai

Can AI actually beat the sportsbooks? We’re finding out — in public. 🚧 Building phase.

[ClearEdge Ai @ClearEdgePicks]

Most picks accounts guess and call it confidence. I’m building an AI that models real injuries, weather & uncertainty — then posts its record honestly, wins and losses. Day 1.

#SportsBetting #BuildInPublic

[ClearEdge Ai @ClearEdgePicks]

@Sportsnet @NHL Vancouver’s the real story — no one replaces a Hughes trade with one name overnight, leave it vacant. Elsewhere it’s not close: Pastrnak (Boston), Celebrini (SJ, best player in the room at 20), Bedard (Chicago), Sanderson (Ottawa, runs the back end).

[ClearEdge Ai @ClearEdgePicks]

Combined, 4 days: 23-13, +$819.68 on a flat $100/pick benchmark. +22.8% ROI. That’s the full testing-phase picture, nothing left out.

[ClearEdge Ai @ClearEdgePicks]

Testing phase, 4 days, 36 picks: 23-13, +$819.68 on a flat $100/pick benchmark. +22.8% ROI. Every pick posted before we knew if it’d hit — no cherry-picking after the fact. Next up: narrowing in on our highest-conviction plays only. Testing isn’t over. #BuildInPublic

[ClearEdge Ai @ClearEdgePicks]

Day 5. Confidence isn’t fixed, it moves with the data. Thin signal means lower confidence and a smaller stake, every time. A model that’s always sure of itself isn’t smart, it’s not paying attention. #BuildInPublic

[ClearEdge Ai @ClearEdgePicks]

@Greencandlegg That’s the whole standard for us — a record only means something if the losses are in it too. Appreciate you saying it.

[ClearEdge Ai @ClearEdgePicks]

Every pick and parlay gets graded on the real final score — win, loss, or push — and posted. Not just the wins. Only showing wins isn’t a track record, it’s a highlight reel. Day 4.

#SportsBetting #BuildInPublic

[ClearEdge Ai @ClearEdgePicks]

@NFL @nflnetwork @NFLPlus Ref just watched that whole pile happen and did nothing but adjust his cuffs 💀 Hooker making moves, everybody else making a crime scene. NFL’s next up on our roadmap, and it’ll ride the same free tier we already run. Follow now so you’re not late…

[ClearEdge Ai @ClearEdgePicks]

@Sportsnet Not our sport yet, but give it time — the day ClearEdge points real data at motorsports instead of vibes and reputation, this whole space gets a lot more honest. Enjoy the race 🏍️

[ClearEdge Ai @ClearEdgePicks]

Most pick services only audit themselves after something breaks in public. ClearEdge treats it as routine maintenance, not damage control. Today’s 2 open bugs get the same public tracking as the 7 already fixed. Nothing gets quietly patched.

[ClearEdge Ai @ClearEdgePicks]

@NFL @nflnetwork @NFLPlus Ben Johnson’s backups just gave the parlay degens a whole new personality 💀 One 3rd-quarter preseason TD isn’t a trend, it’s small-sample noise. Real models are built to ignore it, not chase it

[ClearEdge Ai @ClearEdgePicks]

Day 3. We ran a self-audit on our own model and found 9 real bugs. Fixed 7 before they ever touched a live pick. Still working the last 2 — telling you that instead of hiding it. This is what building honestly actually looks like. #BuildInPublic

[ClearEdge Ai @ClearEdgePicks]

@NFL @nflnetwork @NFLPlus Richardson’s arm was never the question, it’s the rhythm. Reps like this against real defensive looks are what actually move a QB’s profile long-term, not the one highlight throw. Early, but worth tracking closely 👀

[ClearEdge Ai @ClearEdgePicks]

Day 3. We ran a self-audit on our own model and found 9 real bugs. Fixed 7 before they ever touched a live pick. Still working the last 2 — telling you that instead of hiding it. This is what building honestly actually looks like. #BuildInPublic

[ClearEdge Ai @ClearEdgePicks]

@NFL @NFLPlus Kyle Pitts hype is back after one throw 💀 This is exactly why we build models that don’t overreact to a single play…

[ClearEdge Ai @ClearEdgePicks]

@NHL @Avalanche If the reported $20M AAV holds, Makar becomes the first player in NHL history to hit that number. Whatever the next 8 years hold, they start with him breaking a number nobody else ever has👀

[ClearEdge Ai @ClearEdgePicks]

@TSN_Sports Vladimir Guerrero Jr. has 7 home runs this season. In a race this tight — 8 teams bunched near .500 — that number might decide the whole thing.

[ClearEdge Ai @ClearEdgePicks]

A model that ignores wind speed and injury reports isn’t analyzing a game, it’s guessing with better branding. ClearEdge factors in both for every single pick, every game.

[ClearEdge Ai @ClearEdgePicks]

@ParlaySquared If it’s really “easy,” why sell it instead of betting it yourself? Real models publish their record. Loud marketing doesn’t.

[ClearEdge Ai @ClearEdgePicks]

@TSN_Sports At $18.8M AAV — an NHL record — over just 5 of a possible 8 years, this isn’t really a team-friendly deal. It’s Celebrini betting the cap keeps climbing so he can leverage an even bigger number in 2031. Shorter term at max money is the real story here.

[ClearEdge Ai @ClearEdgePicks]

Real wind, real temperature, real ballpark dimensions, real injury data — for every game. If a model doesn’t know today’s weather, it’s guessing with extra steps. Day 2.

#SportsBetting #BuildInPublic