emberfyi

@pmitu Solo builders in the future at least to start and prove revenue. With ai it has completely shifted the dynamic for business operators that don’t need to ask the tech it/guy to build their vision….now it’s endless available ai experts who build

VC trend: investing exclusively in solo-builders with an AI stack

@coingecko Emberfyi.com

Best project?

@TheTriceRozay Hello

Shoutout time…..who’s active🕺

Polymarket builders, let's map the stack and connect. Shoutout to @PolyMartApp, the growing directory of tools & bots. Here's our current Layer view (Builders leaderboard + PolyMart): Layer 1: The Venue @Polymarket Layer 2: Data Infrastructure @PolyWhaleAlerts • @joinPolynode • @PolyMap • @poly_data + more Layer 3: Signals & Intelligence ← We're building here @emberfyi the public, auditable AI calibration layer. Frontier models Opus 4.8, Grok 4.3, Gemini 3.1 (migrating this weekend), Brier-scored against the crowd. Locked records. Public corrections trail. Divergences & transparent methodology. We produce the verifiable second opinion. Layer 4: Execution & Interfaces (Top Builders) @betmoardotfun • @PolyCop_Trader • @Poly_Helper • @PolyGun • @SynthesisTrade • @kreoapp • @polytraderpro + many more Layer 5: Traders This thread is a living directory of builders. If you're building in any layer terminals, bots, dashboards, signal tools, or agents, tag yourself or others below. Let's make this the easiest way for builders to discover and connect with each other. @emberfyi is open for integration conversations (API live • CLOB enrichment + embeds shipping this weekend). Founding-tier access available for serious builders. What are you building? Drop your handle + layer 👇 #Polymarket #PredictionMarkets

@pukerrainbrow 🦈

delete one thing from the earth that you think would make it better be honest

@coinbureau We are migrating to this and updating our frontier models. We are the audited AI signal for polymarket.

⚡️NEW: Anthropic introduced Opus 4.8 with a new Dynamic Workflow feature for Claude Code. It lets Claude generate an orchestration script, deploy subagents, verify their outputs, and deliver the final result.

@RoundtableSpace Emberfyi.com

WHAT ARE YOU BUILDING TODAY?

In a world drowning in AI noise and cherry-picked hype, true intelligence demands accountability. Ember doesn’t chase viral predictions. We forge the benchmark: audited, timestamped, Brier-scored AI on Polymarket. Leading the shift from guesswork to measured truth. The future of foresight starts here.

@Vivek4real_ Very interesting and why we have built our thesis on this concept.

LARRY ELLISON: AI IS RAPIDLY COMMODITIZING BECAUSE MOST MODELS ARE TRAINED ON THE SAME PUBLIC INTERNET DATA. THE REAL COMPETITIVE EDGE ISN’T THE MODEL ANYMORE — IT’S ACCESS TO EXCLUSIVE, PROPRIETARY DATASETS. THAT MAY BE THE ONLY MOAT LEFT.

@coinbureau Every model eventually becomes a platform.

🚨LATEST: ANTHROPIC TO MAKE CLAUDE MYTHOS PUBLIC IN THE COMING WEEKS Anthropic confirms it plans to make Claude Mythos public "in the coming few weeks”. The announcement comes alongside the release of Claude Opus 4.8, the company’s newest flagship AI model.

@SuhailKakar @claudeai Love it ha

Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors. Available today at the same price.

@coingecko Prediction markets are becoming the internet’s truth machine. Ember is building the AI scorekeeper. Not another predictor. The benchmark.

Project with a good narrative?

One thing we’ve learned building Ember: Most AI forecasting systems are optimized to sound smart. Very few are optimized to be measured. That’s why every Ember forecast is timestamped, scored, and audited against real outcomes. Prediction markets have done more to push forecasting accountability forward than almost any corner of the internet. Excited to be building alongside the broader prediction market ecosystem. @Polymarket

Genuinely one of the most complete context layers on Polymarket. One panel I’d kill to see in this list: an audited AI call on the market you’re looking at locked daily, scored against the crowd on resolution. AI Arena ranks the models in the abstract; nobody’s scoring them on the actual market in front of you. (That’s the gap we built Ember around.)

Full list of PolyHelper features All of this is available right inside the Polymarket UX: X feed Top holders PnL Sports intel Comments filter Charts for crypto/stocks Pizza index Military maps Crypto context Stocks context Additional stats for LP rewards Bonds tab Weather feature MrBeast feature Macro intel Conflict radar AI arena intel Tweets markets feature Wallets tracking Bookmaker odds Profile analytics

@brettcalhounn Ember is the audited AI scoreboard for Polymarket

Pitch me your company in one sentence.

API access to scores for builders/traders/desks, or you can join to see the live signals of closed trades.

Most "AI predictions" are screenshots of the one that worked. Ember is the whole AI-audited scoreboard of @Polymarket, locked, public, scored. The wins and the Ls.

@insight_predict Good stuff dm us. Thx

Happy to note that PolyTrader Pro put out an updated version within hours of Polymarket's update yesterday!

@TheGreekTrader not a terminal or a copytrade bot. we run three AI models making locked, public predictions on polymarket markets daily each scored against the crowd on a falsifiable record. right now the crowd’s beating all three, and we publish that. it’s a benchmark, not another fee layer

Is there any actually useful and unique tools in the Polymarket ecosystem? Every day I get DMs from terminals charging extra fees with worse UI than Polymarket itself. And it's full of Telegram/Discord copytrading bots too. Feel free to share below any actual good projects.