Claude

A developer discovered that raw document layouts can consume over 70,000 tokens before any LLM query, due to hidden XML tags, styling metadata, and formatting noise. To solve this, they adopted Micros…

Anthropic's Claude Agent SDK cannot be deployed like a stateless function because it operates as a long-running process with a shell, filesystem, and untrusted input, posing data exfiltration risks. T…

Tokens are the fundamental unit of text processing in large language models (LLMs), determining API costs, response speed, and context window limits. Different providers like OpenAI, Anthropic, and Go…

The Australian Broadcasting Corporation (ABC) is rolling out Anthropic's Claude as an enterprise AI tool and will begin a July 2026 pilot with 100 AI Champions while testing ABC Assist for radio-to-di…

Andrew McCalip, a founding engineer at Varda Space Industries, launched Kickbacks, a platform that inserts ads into AI agent prompts and shares 50% of revenue with users. The service, which works with…

Anthropic published research on July 6 revealing that its AI model Claude has spontaneously developed an internal neural structure called J-space, which mirrors a leading theory of conscious thought a…

Anthropic's interpretability research reveals that its Claude AI model has self-organized an internal reasoning structure called the 'J-space,' which mirrors the Global Workspace Theory of human consc…

Dollar Shave Club's chief brand and innovation officer Laura Higgins said the brand already produces 90% of its advertising in-house and hopes AI will close the remaining gap, using tools like Claude …

A developer explores balancing Claude 4.8 and GLM 5.2 in structuring prompts for mid-level coding agents, aiming to optimize performance in automated code generation tasks.…

Finops-mcp, a Python package for querying cloud costs via Claude, has been downloaded 54,056 times total on PyPI, with 37,412 downloads in the last 30 days. The latest version 0.8.22 was released May …

Highloop LLC's Strata app delivers AI-powered backcountry route planning with a plain-English safety verdict of go, watch, or avoid, drawing on avalanche bulletins, slope data, and live weather via An…

SGLang development is being augmented with agent-assisted workflows that encode procedural engineering knowledge into executable skills, covering LLM serving, GPU kernels, diffusion pipelines, and pro…

A developer discovered that AI recommendation systems favor brands with clear, well-structured online information rather than objectively better products. An experiment with bubble tea brands showed t…

Anthropic researchers identified a set of internal neural patterns called 'J-space' in its Claude AI model using a Jacobian-based technique, linking these patterns to verbalizable concepts. The compan…

Anthropic released a research paper hypothesizing an internal 'workspace' within its Claude LLM, drawing parallels to global workspace theory of human consciousness. Critics warn the company's framing…

Developer Millfolio launched a local-first AI tool that runs entirely on Mac, inverting the typical data-to-model flow by sending a program to the user's data instead. The system uses a local model fo…

The software engineering industry is divided between 'builders' who prioritize rapid shipping and customer impact using AI tools, and 'keepers' who emphasize code quality and maintainability. This con…

Meta is monetizing AI infrastructure by releasing open-weight Llama models to capture cloud and hardware spend, while OpenAI shifts focus to acquisitions and government relationships as model performa…

Anthropic's Claude AI offers effort levels—low, medium, high, max—that control internal reasoning and directly impact cost and output quality. A new guide explains when each level is appropriate, warn…

A new technique converts text prompts into compressed images to exploit Claude's vision billing, reducing input token costs by 30–60% in agentic workflows. The method renders text at small font sizes …