paperclipai /paperclip
The open-source app everyone uses to manage agents at work
→ View original source
Boris Cherny’s Scalpel - from cutting 80% of claude code's system prompt to cutting away thinking
Boris Cherny says cut the harness to the bone, and calls it Ablation. A look at what real ablation requires that his version skipsContinue reading on Medium »
→ View original sourcestanfordnlp /dspy
DSPy: The framework for programming—not prompting—language models
→ View original source
Docker Sandboxes – Disposable, isolated sandboxes for AI agents
Docker has introduced Docker Sandboxes, which provide disposable and isolated environments specifically designed for AI agents. These sandboxes offer a secure way to execute agentic workflows within contained infrastruct…
→ View original source
Notable this week: WeatherNext, Oracle OpenJDK AI ban, DeepMind reshuffle, Shieldstral
This week's notable updates include a restructuring at Google DeepMind where Demis Hassabis will serve as Chair and Jeff Dean departs. Other highlights include the WeatherNext climate AI model, Oracle's open-source polic…
→ View original source
Compression Is Understanding: Two July Papers That Prove AI Gets Smarter by Compressing Physics
Two July 2026 papers demonstrate that AI improves its understanding of physics through compression, aligning with the thesis that compression captures structural knowledge. The studies show models reconstruct concepts fr…
→ View original sourceHow I use LLMs to learn complex topics
The article details the author's approach to employing large language models (LLMs) for learning and mastering complex topics, outlining specific prompt strategies and iterative feedback techniques. It describes how thes…
→ View original sourceDeepSeek-V4-Flash-0731 Q8_K_XL sometimes stops mid-task in OpenCode - anyone else seeing this?
Hey everyone, I've been experimenting with the new DeepSeek-V4-Flash-0731 release locally using the Unsloth Studio Q8_K_XL GGUF with OpenCode. Overall, it's been working really well, but I
→ View original source70% of AI revenue comes from OpenAI and Anthropic [video]
The video reports that roughly 70 % of global AI revenue is generated by just two companies, OpenAI and Anthropic, underscoring the market concentration in the field. It
→ View original source
local-llmup : Built this for to check local llm model hardware compatibility , for multiple runtimes : ollama , mlx , llama.cpp ,lm studio
A new open-source tool called "local-llmup" has been released to help users check hardware compatibility for local LLM runtimes including Ollama, MLX, llama.cpp, and LM Studio. The tool is available as an npm package and…
→ View original source
Zero Gap Is Not Restoration: Stratified Per-Question Probability Evaluation and Step-wise Mitigation of Benchmark Contamination
The paper critiques the G-AP metric for benchmark contamination mitigation, arguing that aggregating performance metrics masks per-question over- and under-suppression effects. It proposes a stratified per-question proba…
→ View original source
Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning
This research investigates the limitations of simply increasing the scale of multimodal environment pools for training agents. The authors demonstrate that effective agent learning requires optimized environment distribu…
→ View original source