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#4821 Search Industries and User Groups for Areas Needing Innovative Solutions

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#4821 Search Industries and User Groups for Areas Needing Innovative Solutions #4821  Need a good prompt to tell a LLM to access the web to 1) search industries and user groups for areas needing innovative solutions or areas that could benefit from innovative solutions. The LLM should respond with a long list in Python list format Here is a prompt optimized to enforce web research, broad sector coverage, and valid Python list syntax: You are an expert market researcher and innovation scout. Your task is to search the live web to identify specific industries, niche user groups, and workflows that currently face major pain points, operational bottlenecks, regulatory shifts, or inefficiencies that urgently need innovative solutions. Instructions: 1. Conduct targeted web searches across recent industry reports, startup accelerators, trade journals, forums (e.g., Reddit, Hacker News), and tech landscape analyses to identify unaddressed needs across diverse sectors (e.g., healthcare/...
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#4820 Bespoke Labs Nimble Decision Model

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#4820 Bespoke Labs Nimble Decision Model https://ollama.com/library/nimble #4820  Tell me about Bespoke Labs Nimble model Bespoke-Nimble-9B is an open-weights decision model developed by Bespoke Labs , released under the Apache 2.0 license. It is designed specifically for ultra-fast, local, typed decision-making and routing, inspired by the "System 1" rapid-evaluation paradigm popularized by TypeSafe's Jev. Rather than generating verbose chain-of-thought text or streaming multi-token conversational answers, Nimble is built to evaluate a passage of text against structured schemas or questions and return categorical answers with calibrated probabilities. Core Architecture & Mechanics Base Model: Fine-tuned from Qwen3.5-9B using a lightweight LoRA adapter (~165 MiB). Single-Step Token Scoring: Instead of autoregressively generating text or parsing structured JSON blobs, Nimble maps each allowable decision/label to a single token code. The inference runtime ...
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