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Codex helped build a generator for 3D-printable boxes
A user spent two Codex resets in two days to build a 3D-printable box generator. Here is how coding LLMs and parametric CAD work together.
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Latest trends, breakthroughs, and insights from the world of artificial intelligence
A user spent two Codex resets in two days to build a 3D-printable box generator. Here is how coding LLMs and parametric CAD work together.
Why Claude and Codex Desktop can use fewer tokens than CLI tools: native features, reusable context, stable tools, and better session organization.
Learn how focused roles, lean context, session forks, and timely resets help prevent AI coding assistants from making unnecessary code changes.
A closer look at the 10M tokens-per-second claim: why cluster throughput differs from single-request speed, and where the real cost hides.
Learn how Sign in with ChatGPT combines OAuth 2.0, PKCE and OpenID Connect, why servers must validate tokens, and what it changes for AI apps.
An analysis of GPT-6.1 Sol, Ultrafast, Decisions API and open Codex harness: actual speed, pricing, access limits and the unverified 95% claim.
An assessment of Qwen3.8-Flash-Next in Strata: 50–60 tokens/s on two unlike GPUs, MoE architecture, and the limits of one user report.
Learn how Claude build-eval and hillclimb automate test creation, separate train and test data, and optimize prompts, models, and API settings.
Anthropic's filing shows revenue nearing $4.6B in 2025, an $8B+ operating loss and $518B in future infrastructure commitments—a major scale risk.
How computer vision, sensors and closed-loop control help robots weld seams and lay tiles precisely on real construction sites despite variable conditions.
Explore H Company's Holo4: open 27B and 35B-A3B computer-use models, 262K context, local deployment options, and GUI benchmark results.
How a social network AI agent can turn an investment thesis into a portfolio and trades, and why risk limits, auditability and controls matter.