What an Open Algorithm Can—and Cannot—Tell You About a Live Feed
A practical guide to distinguishing published recommendation code from evidence about a live feed.
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Visibility Filters and Ranking Solve Different Problems
Why eligibility and predicted relevance are separate questions in the reviewed X For You pipeline.
What a Feed Ranking Model Actually Predicts
How predicted actions personalize ranking, and why those estimates are not a formula for reach.
How X Finds Posts Beyond Your Following List
How candidate retrieval gives posts a chance to be considered for a reader’s feed.
Why Likes Don’t Guarantee Reach: How X Ranks Your “For You” Feed
X predicts how each person might respond to a post. Its public code helps explain recommendations, but it does not reveal a universal formula for reach.
Spark Protocol — SparkLend, SPK, USDS and MakerDAO DeFi Infrastructure
Explore Spark Protocol: SparkLend, Spark Savings, SPK token, USDS, Liquidity Layer, DeFi lending and the project’s development within the Sky ecosystem.
Chainers Game — Farming, NFTs, CHU Token and Web3 Economy Explained
Explore Chainers: farming, building, crafting, trading, NFTs, CHU and CFB, the player-driven economy, and its integration with Polygon and Immutable.
NomStead Game — Farming, Gold Bars, NFTs and Web3 Economy Explained
Explore NomStead, a farming MMORPG with crafting, building, NFTs, Gold Bars, a player-driven economy, Kingdoms, Stadiums and integration with Immutable zkEVM.
Apollo Global and Morpho: ACRED, RWA and Onchain Lending Explained
Explore Apollo Global x Morpho, including ACRED, tokenized private credit, RWA lending, Securitize infrastructure and the integration of TradFi with DeFi.
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