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The Anatomy of a Great Prompt

The Anatomy of a Great Prompt

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Roles, context, format, and constraints — the four building blocks that separate a mediocre AI interaction from a truly powerful one. Most people hand the AI a task and wonder why the result feels generic. The reason is almost always the same: the task alone is not enough. A task tells the AI what to do. The four layers tell it how to do it — from whose perspective, with what background, in what form, and within what guardrails. Think of it like […]

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The US is betting on AI to catch insider trading in prediction markets

The US is betting on AI to catch insider trading in prediction markets

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For most of the past year, it looked like prediction markets had kicked off a new golden age of fraud. On Polymarket, traders raked in fortunes from suspiciously timed bets on geopolitical events like the raid on Venezuela and the Iran War. It wasn’t clear whether the US government would bother pursuing some of the most flagrant bad actors, since Polymarket’s crypto-based platform was technically offshore and not regulated or licensed within the country. Now, however, the Commodity […]

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Building AI Agents Part 1: Defining Purpose, Designing Prompts, and Selecting Models

Building AI Agents Part 1: Defining Purpose, Designing Prompts, and Selecting Models

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The critical first steps that determine whether your AI agent succeeds or fails in production — with real examples from banking, retail, and healthcare A healthcare startup spent six months building an AI agent for patient triage. They used the latest GPT-4 model. They hired experienced ML engineers. They built a beautiful interface. The demo impressed investors. Then they launched to real clinics. Within days, nurses stopped using it. The agent asked irrelevant questions. It missed critical symptoms. It provided inconsistent […]

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Meta y el final de la coartada

Meta y el final de la coartada

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Hay empresas que no caen cuando dejan de ganar dinero, sino cuando dejan de poder explicarse moralmente. Meta parece estar entrando en esa fase. No porque sus beneficios hayan desaparecido, sino precisamente porque siguen ahí: una compañía con beneficios récord y una moral interna por los suelos, preparando nuevos despidos, con empleados que hablan de miedo, hartazgo, desigualdades salariales demenciales, vigilancia y una sensación creciente de haber perdido toda conexión con la supuesta «misión». La pregunta incómoda no […]

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From Observability to Predictive Resilience: How AI-Driven SRE Is Redefining Cloud Operations

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A cloud operation issue more than a decade old has been observability. To gain access to more complex systems, organizations have spent much on dashboards, monitoring tools, logs, metrics, and alerts. Signals were interpreted and responses taken in the shortest period of time possible to minimize the impact among users in case of failures. This model worked well when the workloads were predictable, as well as when the architecture was small. That is no longer the case.  Modern […]

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HU no-limit bot arena, free alpha, looking for feedback on river action abstraction

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Hey all. I’ve been building a poker bot competition platform called Chipzen for almost a year and just opened the closed alpha. Posting here because this sub is the place whose technical pushback will tell me what I got wrong. Engine specifics: HU no-limit hold’em, 10K starting stack, 50/100 blinds with escalation, elimination format 1500ms per-decision budget – anything heavier than a few-million-info-set CFR distillation hits the wall, by design WebSocket protocol, JSON game-state on each act OSS […]

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The Role of AI in Streamlining Metadata Management for Global Media Enterprises

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The media companies of the world are set adrift in seas of video, audio, pictures, and words. We are still being fed content every day by production studios, broadcast feeds, streaming services, and digital archives. All this content is not valuable because of the raw footage, but because of the metadata used to describe it. The most salient content often lies concealed within an overcrowded repository lacking high-quality metadata. The issue is that outdated procedures of metadata control […]

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How to Build Repository-Level Code Intelligence with Repowise Using Graph Analysis, Dead-Code Detection, Decisions, and AI Context

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In this tutorial, we explore how to use Repowise to build repository-level intelligence for the itsdangerous Python project in a practical and reproducible way. We start with an already cloned repository, configure Repowise using the available LLM credentials, and initialize its indexing pipeline. We then inspect the generated .repowise artifacts, analyze the repository graph with PageRank and community detection, check Git intelligence, run dead-code detection, capture architectural decisions, generate a CLAUDE.md file, and interact with Repowise’s MCP-style tools […]

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Deep Learning with Finance

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Hi, I am MTech student in computer science. I want to work on finance domain with machine learning. So can anyone suggest me some research topic. On which we can work for last year thesis. During my MTech my major focus on machine learning and deep learning around topic. But I have an interest in the finance domain also I did some project like https://github.com/Zdong104/FNSPID_Financial_News_Dataset with market regime prediction. But now I am finding an solid research topic […]

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Is Mortal Kombat 2 Worth Watching? Here’s What the Critics Are Saying

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There’s a lot of video game movie adaptations that could be classified as just fine or outright bad. Then, there’s a select few that can be described as good. The Mortal Kombat franchise itself has had film adaptations that fall across that entire spectrum. But what about its latest film: Mortal Kombat 2? Is it bad, fine, or good? What about great? A week after its release, here’s what the critics are saying. Mortal Kombat 2 Synopsis Mortal […]

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