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Adobe should make a boring app for prompt engineers (Interconnected)

AI images

This article was published on June 2, 2022, and discusses the progress of AI image synthesis technologies (such as DALL-E 2, Imagen, Midjourney), as well as the importance of prompt engineering as a new skill. The author argues that AI image generation has reached a threshold of reliability and quality and can replace a large amount of creative work, but it requires new expertise—prompt engineering. The article points out that the ideal prompt engineering tool should be a boring but practical application focused on workflows and parameter exposure, possibly developed by Adobe. The article also explores AI's impact on the creative industry, business models, and the future development of interactive AI.

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ADORA

Other AI tools

ADORA (Advantage Dynamics via Online Rollout Adaptation) is a reinforcement learning framework for dynamically adjusting advantage values based on the model's rollout distribution when training large language models (LLMs) and vision-language models (VLMs). The project is open-sourced on GitHub and provides a blog, code repository, wandb report, and model weights. According to its description, implementing ADORA in the Logic-RL framework reaches a 40 AMC score with only 100 training steps (the original paper reached 39 AMC with 1200 steps), with comparable AIME performance of 8; on the VLM side, using only 2K samples from the Geometry3K dataset and starting from Qwen2.5-VL-7B-Instruct, it achieves 73.5% accuracy on MathVista and maintains continuously growing response length, reportedly setting a new SOTA for DeepSeek-R1-Zero multimodal implementations. ADORA can be integrated into verl or OpenRLHF by modifying only one function, and can be combined with cold-start scenarios and DAPO.

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adsbot

AI marketing

Adsbot is a digital advertising optimization, automation, and monitoring platform for performance marketing, primarily serving advertising platforms such as Google Ads, Meta Ads, and TikTok Ads. Through powerful automation and rapid optimization features, it helps users gain full control over ad campaigns, saving budget and time. The platform provides 24/7 optimization recommendations and can push changes to advertising platforms with one click. Its AI Audit feature can analyze the complete performance of Google Ads, Meta Ads, TikTok Ads, and Google Search Console, automatically identify risk areas of budget waste, discover growth opportunities, and output a prioritized list of recommended actions. Adsbot aims to free PPC experts from repetitive manual tasks (such as creating reports, reviewing bids, finding negative keywords, and auditing accounts), allowing teams to focus on strategy, clients, and growth. It is officially claimed to save three times the advertising budget, but actual ROI varies depending on workflows, salaries, and the degree to which repetitive work can be automated.

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advanced-unity-mcp

AI developer platforms

Advanced Unity MCP is a public repository tool developed by Code Maestro that lets users control the Unity Editor through natural language commands. Users do not need to manually click menus or set up GameObjects; they only need to describe their needs to an AI assistant, and the operations are completed automatically. The tool connects the Unity Editor with AI assistants based on the Model Context Protocol (MCP), and supports the Code Maestro desktop app (direct connection) as well as MCP-capable clients such as GitHub Copilot (VS Code) and Cursor (connected through a relay server). Its main capabilities cover core editor control, asset and scene management, build and platform tools, project configuration, and performance profiling.

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Adwize

Other AI tools

Adwize is an AI agent tool for Facebook and Instagram ads. Users only need to enter one sentence, and Adwize can create, publish, and continuously optimize Meta ad campaigns, and all changes take effect only after user confirmation. It is a Meta Business Partner and offers free getting started. Main capabilities include: completing the setup of audience, budget, and ad creatives through a single prompt; automatically generating ads that match brand colors, fonts, and tone; daily discovering and suggesting actionable optimizations (such as pausing underperforming ads, adjusting budgets, scaling high-performing ads), which users can apply with one click; tracking sales and spend data in real time, and flagging wasted spend overnight. The platform integrates Meta and the best AI models, with no need to switch between multiple tabs. Applicable scenarios include e-commerce, real estate, small businesses, and other users who need to run Meta ads but lack professional campaign management experience. Users always retain decision-making authority, and ads will only actually spend budget after approval.

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