Aug 21, 2026

How to Benchmark LLMs: Five Mistakes That Skew Your Results

Most in‑house model comparisons are run in a way that guarantees a misleading answer. Not a wrong one exactly, and rarely a dishonest one. Just an answer that would have come out differently if the person running it had pressed enter a second time.

Aug 14, 2026

Infrastructure for Continuous Web Data Collection

A one‑off scrape is a weekend project. Running the same collection job every hour for three years is an infrastructure problem, and most teams underestimate how different those two things are. Continuous collection breaks in ways that batch jobs don't. Sites redesign their markup, rate limits tighten overnight, and the IP pool that worked in March gets flagged by June. The stack has to absorb all of it without a human watching the logs. Here's what the working parts look like when a pipeline actually holds up.

Aug 13, 2026

Team Takeoff in Electrical Estimating: Splitting the Work Without Splitting the Accuracy

Jun 16, 2026

Judge Dismisses xAI Trade Secret Lawsuit Against OpenAI With Prejudice

A federal judge dismissed xAI's trade secret lawsuit against OpenAI with prejudice, ruling it would be 'futile' for Elon Musk's company to continue. The dismissal marks Musk's second court defeat against OpenAI in four weeks and ends a case that alleged OpenAI sought Grok 4 trade secrets during recruiting.

Jun 16, 2026

SpaceX IPO Makes Musk First Trillionaire as AI Megadeals Reshape the Company

SpaceX pulled off the largest IPO in history at $85.7 billion, vaulting Elon Musk to a $1.3 trillion net worth and making him the world's first trillionaire. But the real story is what the company is becoming: newly revealed AI infrastructure deals with Google and Anthropic, worth over $2 billion per month, position SpaceX as a major hyperscale AI data center provider -- not just a rocket company.

Jun 15, 2026

OpenAI Drops $150M on Partner Network to Push Enterprise AI Adoption

OpenAI is committing $150 million to build a global partner ecosystem that spans systems integrators, consultants, and tech firms — aiming to train 300,000 certified consultants by the end of 2026 and bridge the gap between AI capability and real-world enterprise deployment.