Third prompt. Fill the claim. "Walk me through filing a claim for [settlement name]. List the information they will ask for, what counts as proof, the URL of the form, and the deadline. Draft my answers based on what I told you." Then go fill it. Most claims take 3 minutes.
AUTOMATION
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Automating Legal Settlement Identification with AI Prompts
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Second prompt. Match to you. "I will paste every bank, airline, retailer, streaming service, phone, and app I have used in the last 10 years. Compare to the class action list. Flag every settlement I likely qualify for." This is what a paralegal used to charge $400 an hour for.
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Using LLMs to Automate Class Action Settlement Searches
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Open Claude or ChatGPT. Paste:
"List every class action settlement currently accepting claims in the US, UK, EU, Canada, and Australia. For each, give the company, eligibility, deadline, estimated payout, and whether proof of purchase is required." You now have the full list. -
Troubleshooting and Monitoring AI Agents
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Not exactly. It looks at your agents running and tries to identify what’s going wrong
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New Free Coding Agent Available Using Multiple AI Models
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Deja de pagar por Claude Code y Codex.
— Nico (@nicos_ai) 14 mai 2026
Acaban de lanzar un coding agent 100% gratuito.
Puedes usar cualquier modelo gratis:
• DeepSeek v4 Pro/Flash
• Kimi K2.6
• MiniMax M2.7
Instalación:
→ npm i -g freebuff
Puede escribir código, ejecutar comandos y construir proyectos… pic.twitter.com/bxPwoeK8NSStop paying for Claude Code and Codex. They just launched a 100% free coding agent. You can use any model for free:
• DeepSeek v4 Pro/Flash
• Kimi K2.6
• MiniMax M2.7 Installation:
→ npm i -g freebuff It can write code, run commands, and build entire projects for you. -
Evolutionary Optimization for AI Prompt Engineering and Evaluation
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Stop testing and rewriting prompts manually! Most teams run evals, look at failures, guess what's wrong, rewrite the prompt, then repeat. It's slow and you never know if your rewrite actually fixes the root issue. The better way is evolutionary optimization. Instead of manual
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Codex Goal Feature Unleashes 24/7 AI Workforce
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Codex new `/goal` is literally INSANE You can easily transform your AI bots into a tireless 24/7 workforce that grinds for HOURS completely unguided Codex desktop → Settings → Config, set
goals = true Check out the ace cheat sheet + article by @aiedge_ to master it -
BMS Boosts Drug Manufacturing Output by 40% Using AI
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@BMSnews boosted drug manufacturing output 40% with AI. They're now targeting a 3-yr reduction in time to market. That's production-scale AI in one of the most regulated industries. We're proud to help half of the top 20 drive AI value. NYT:
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AI-powered solar rovers remove weeds without herbicides
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OpenSquilla Releases Cost-Efficient Open-Source AI Agent for Long-Running Tasks
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OpenSquilla released a new open-source AI agent designed for executing cost-efficient, long-running tasks. It offers 60-80% token savings and is available under the Apache-2.0 license! > ML classifier sends simple tasks to cheap models, complex ones to stronger models > 60-80%