AI writes the code now. The skill that matters is controlling what it builds.
Every time you accept that output without checking, you’re running up a tab. Call it trust debt: the accumulated cost of all the assumptions you never audited. Trust debt doesn’t announce itself. It compounds quietly until Future You has to pay it all back at once, usually at the worst possible…
Cambridge Researchers Introduce SymTorch: A PyTorch Library that Translates Deep Learning Models into Human-Readable Equations
Use Claude Code to speed up data science. Master data cleaning, visualization, and model prototyping with Python, pandas, and scikit-learn. Get actionable power tips.
Learn to build with Claude through Anthropic's comprehensive courses and training programs.
Whether it is a 0.8B model running on a smartphone or a 9B model powering a coding terminal, the Qwen3.5 series is effectively democratizing the "agentic era."
Musings of a Computer Scientist.
Transfer your preferences, projects, and context from other AI providers into Claude. Switch without losing what makes your AI useful.
This leap is made possible by near-lossless accuracy under 4-bit weight and KV cache quantization, allowing developers to process massive datasets without server-grade infrastructure.
New Claude Code feature dropped yesterday: you can now run a "remote control" session on your computer and then use the Claude Code for web interfaces (on web, iOS and …
Unofficial solutions, while functional, were often brittle and prone to timeout issues. Remote Control replaces these workarounds with a native streaming connection
Investors wiped $40 billion from IBM's market cap after Anthropic released COBOL translation tools. Analysts say the market got the news right and the conclusion wrong.
Start building AI apps in Ruby in 5 minutes. Chat, generate images, create embeddings - all with one gem.
A pragmatic, code-first argument for Ruby as the best language to ship AI products in 2026.
𝗖𝗹𝗮𝘂𝗱𝗲 𝗦𝗸𝗶𝗹𝗹𝘀 𝗶𝘀 𝗽𝗿𝗼𝗯𝗮𝗯𝗹𝘆 𝘁𝗵𝗲 𝗺𝗼𝘀𝘁 𝘂𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗳𝗲𝗮𝘁𝘂𝗿𝗲 𝗖𝗹𝗮𝘂𝗱𝗲 𝗵𝗮𝘀 𝗯𝘂𝗶𝗹𝘁. If you’re still writing the same prompts in Claude every day, you’re doing extra work. Skills fix that. They package your best instructions once, then you reuse them on demand. Result: less repetition, more…
chat jimmy LLM web interface
On February 5th Anthropic's Nicholas Carlini wrote about a project to use parallel Claudes to build a C compiler on top of the brand new Opus 4.6 Chris Lattner (Swift, …
BinaryAudit benchmarks AI agents using Ghidra to find backdoors in compiled binaries of real open-source servers, proxies, and network infrastructure.
We were surprised that today’s AI agents can detect some hidden backdoors in binaries. We hadn’t expected them to possess such specialized reverse engineering capabilities. However, this approach is not ready for production. Even the best model, Claude Opus 4.6, found relatively obvious backdoors…
Quick note before you jump in:
You've heard the pitch. "We're going to add AI to the platform.
A practical 2026 guide to Hugging Face. Explore transformers, datasets, sentiment analysis, APIs, fine-tuning, and deployment with Python.
Today, the Hugging Face Hub hosts millions of pre-trained models, hundreds of thousands of datasets, and large collections of demo applications, all contributed by a global community.
Spaces: this is where you can build and host your demo, using Gradio and Streamlit.
Alibaba on Monday unveiled a new artificial intelligence model Qwen 3.5 designed to execute complex tasks independently, with big improvements in performance and cost that the Chinese tech giant claims beat major U.S. rival models on several benchmarks.
Boris Cherny created Claude Code at Anthropic. Over three Twitter threads (early January, late January, and February 2026), he shared how he and the Claude Code team use it every day. His setup is, in his own words, "surprisingly vanilla." I've pulled together every tip from all…
Nvidia researchers developed dynamic memory sparsification (DMS), a technique that compresses the KV cache in large language models by up to 8x while maintaining reasoning accuracy — and it can be retrofitted onto existing models in hours.
Peter Steinberger is the creator of OpenClaw, an open-source AI agent framework that's the fastest-growing project in GitHub history.Thank you for listening ...
As AI agents move into production, teams are rethinking memory. Mastra’s open-source observational memory shows how stable context can outperform RAG while cutting token costs.
How CLAUDE.md files give Claude the context it needs to be effective, automatically, every session
Google just open-sourced their MCP server for databases. Connect any database to any AI agent in 10 lines of code. It's called MCP Toolbox. What it handles: → Connection pooling → Authentication → Query execution → Tool generation → OpenTelemetry tracing Supported databases: →…
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows - ComposioHQ/awesome-claude-skills
One of my favourite features of ChatGPT is its ability to write and execute code in a container. This feature launched as ChatGPT Code Interpreter nearly three years ago, was …
While standard models suffer from context rot as data grows, MIT’s new Recursive Language Model (RLM) framework treats prompts like code variables, unlocking infinite context without the retraining costs.
the MIT team reframes long-context reasoning as a systems problem. By letting models treat prompts as something they can inspect with code
Argos improves multimodal RL by evaluating whether an agent’s reasoning aligns with what it observes over time. The approach reduces visual hallucinations and produces more reliable, data-efficient agents for real-world applications:
Argos is a verification framework for multimodal reinforcement learning
Argos evaluates how those behaviors were produced.
Zhipu AI Releases GLM-4.7-Flash: A 30B-A3B MoE (Mixture of Experts) Model for Efficient Local Coding and Agents
Goose, Block’s open-source AI coding agent, is emerging as a free alternative to Anthropic’s Claude Code, as developers weigh offline control, rate limits, and the rising cost of AI coding tools.
In this article, I’ll walk you through a guided project to add reasoning skills to your LLM apps. Add Reasoning Skills to Your LLM Apps.
The researchers found that simply repeating the input query—literally copying and pasting the prompt so it appears twice
look at the architectural limitations of the standard Transformer model.
Anthropic’s Cowork brings Claude Code–style AI agents to the desktop, letting Claude access and manage local files and browse the web—boosting productivity while raising new security and trust risks.
New from Anthropic today is Claude Cowork, a “research preview” that they describe as “Claude Code for the rest of your work”. It’s currently available only to Max subscribers ($100 …
Note: Looking at the equations above, if T<0T<0 then the sign of the exponent flips. That means that the states that were previously the least likely are now the most likely, and vice versa. As temperature approaches zero from the negative side, the model output will again be deterministic — but this time, the least likely tokens will be output.
Looking at the equations above, if T<0T < 0T<0 then the sign of the exponent flips. That means that the states that were previously the least likely are now the most likely, and vice versa. As temperature approaches zero from the negative side, the model output will again be deterministic — but…
The core of tools like Claude Code, Cursor, and Warp isn't magic. It's about 200 lines of straightforward Python. Let's build one from scratch.
AI that builds with you
It’s a general-purpose AI agent. And it’s already a pretty good knowledge worker
In the last few weeks, I've been playing around with the newest version of Claude Code, which wrote me a read-it-later service including RSS, email n…
Training GPT-2 on a budget from Vishwanath Sangale