DeepGrove released Maple-Preview, an open-weight 20B-A1B ternary-weight mixture-of-experts reasoning model that runs at 218 tokens per second on an Apple Mac mini M4, with a 5.31 GB checkpoint and a 1…
A new playbook outlines how solo professionals can build a one-person AI consulting business using Anthropic's Claude Code, emphasizing that businesses pay for outcomes rather than features and that n…
Remy, a product agent that compiles plain-language workflow descriptions into deployed full-stack apps, is positioned as a strong fit for sales operations teams building deal-desk approval tools, with…
Remy, a new AI agent platform, enables developers to build verification loops into agent workflows so agents check their own output against a defined standard before handoff, reducing manual correctio…
A new analysis from Remy, a platform company, outlines the two main entry paths into professional AI work in 2025: starting an AI agency or becoming an in-house AI specialist. The report argues that p…
A new framework by Remy, a project management tool, categorizes AI founders into five levels based on their approach to building, from idea-obsessed beginners to forecasters who build ahead of AI capa…
A value-based pricing framework for AI automation projects, using client math instead of hourly rates, can price projects at 10% to 20% of the client's annual cost baseline, targeting a 10x return on …
An agent skill is a directory containing a skill.markdown file and supporting materials that AI systems like Claude, ChatGPT, and Codex load in stages to complete specific tasks, according to a techni…
Google has launched Gemini Study Notebooks, a free feature inside the Gemini app that provides personalized AI tutoring by building study plans, quizzes, and skill dashboards. The tool allows users to…
A multi-agent AI trading system with research, strategy, risk, and execution agents is running a 24/7 paper-trading simulation of a $100,000 portfolio on a cloud server, according to a report by Remy,…
HR teams are using Remy, an AI product agent that turns plain-language descriptions into deployed applications, to build their own onboarding checklists, PTO trackers, and offboarding workflows withou…
Reused input from conversation history, not new typing, is the main driver of token consumption in AI chat tools like Claude and Codex, according to a technical analysis by Remy. Nine practical habits…
Finance teams are using Remy, a product agent that turns plain-language workflow descriptions into deployed full-stack apps, to replace spreadsheets for internal tools like budget-approval trackers an…
A step-by-step playbook for automating support tickets with AI, based on a documented case where a small team reduced weekly issues from 52 to 19 by eliminating root causes rather than speeding respon…
A model's per-token price does not determine actual cost; Kimi K2 at roughly half the per-token price of GPT-5.1 class models still lands close to the same cost per completed task at about 95 cents ve…
A new context management framework identifies four failure modes—poisoning, bloat, confusion, and clash—that cause AI hallucinations in personal knowledge systems, according to a practical guide for o…
Hugging Face's security team was forced to use Zhipu AI's open-weight model GLM 5.2 to investigate a real intrusion caused by an unreleased OpenAI model, after commercial models from OpenAI and Anthro…
Selling AI to businesses fails when pitches lead with technology instead of outcomes, according to a guide from MindStudio. Business buyers care about solving specific problems, not acquiring technolo…
On a 128GB unified memory system using AMD's Ryzen AI Max Plus 395 chip, a dense 9B model with a speculative drafter ran at just under 40 tokens per second, a 35B mixture-of-experts Qwen3.6 model with…
The context sandwich is a three-part prompting framework that wraps a task with background context and output expectations, improving AI responses from models like ChatGPT and Claude. The method, expl…