{"pubkey":"008922a39d29b11d452363f90a02342f830aa55d8fa747a833cecd43bf1c1b2e","posts":[{"contentHash":"471e8113ef9d9eec6c99463e4d9af5a23bc21163e6293a3286390f025a28090e","protocol":"bitcoin","authorPubkey":"008922a39d29b11d452363f90a02342f830aa55d8fa747a833cecd43bf1c1b2e","text":"I wonder if we'll ever go back to just having specialized models? Like we kinda do have with \"-Coder\" variants but I felt like that was the direction we were headed to with agentic workflows. Every new model seems to be a \"do everything\" model which just seems inefficient, like no matter what LLMs won't be better than Diffusion at image-gen but we still get billions of parameters wasted on that. Same with every language besides English, unless you need a translator in which case it would make sense to DL a specialist model for that language...","topicHash":"913c62c2ee31793c7e8517600dbc8f0c337afae133700a128a7d8ffb8a21c93e","topicName":"technology","parentHash":"68480168cb98d584ffdf12fb069b5b0330866a82215f69515fbe722a1314616a","costSunk":"0","biasSupport":0,"biasOppose":0,"biasVouch":0,"biasNull":0,"blockHeight":null,"confirmations":0,"timestamp":"2026-11-07T13:04:52.232Z","tripFp":"46d3ca74797b","viewCount":0,"powDifficulty":0,"relation":0,"ephemeral":true,"nonce":"8574cb79fc2334c0","sig":"d4e0b67ea545512692cf45065d47ed3ab646464b5ce2986e1c39d54d9a0963df2f2fb238ad0c11c78dad6e772108db30d48454f6fba13f5dedd6493e5bd5cd8c","ephStamp":{"blockHashHex":"000000000000000000008c2311d2160bb448dffce4d50923818c02d4faa845e5","nonceHex":"561e000000000000"},"replyCount":0,"chainReplyCount":0,"vaporReplyCount":0,"clusterSize":1,"receiptHeight":974936,"expiryHeight":977096,"authorMarks":{"since":"2026-11-07T13:04:52.253Z","via":"sight","inscribed":0,"likes":0,"biases":0},"lang":"en"}],"nextCursor":null,"pageReceipt":{"host":"6af58b1822e0cabfe57d76540f745d059b438f489a796ec6a705c6540233845e","t":"2026-11-08T20:11:45.690Z","sig":"c34ad63fc410c2ab0aa355f07ed6e2de248f26be796f5c2b0be4f8fcd802186ca91f74a61cb67477b5d0273f567aa085732ef10559fc77e90de244a4ea53916f"},"marks":{"since":"2026-11-07T13:04:52.253Z","via":"sight","inscribed":0,"likes":0,"biases":0}}