Sep 1, 2026
Hardware Requirements for Fine‑Tuning Open‑Source AI Models: Choosing the Right Computing Power
Open‑source models like Llama, Mistral, or Falcon have given developers incredible freedom. You no longer have to wait for access to someone else's API. You can take a pretrained model and fine‑tune it for your own tasks. But here comes the real challenge: fine‑tuning can require significant computing resources.
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.
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Jun 16, 2026
Xbox Game Studios Chief Steps Down as Layoffs Loom and Compulsion Games Shuts Down
Xbox Game Studios head Craig Duncan is stepping down just 20 months into the role, alongside chief of staff Louise O'Connor, as Microsoft's gaming division prepares another round of mass layoffs. Compulsion Games, the studio behind 2025 critical hit South of Midnight, is also being shut down.
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 14, 2026
Visa Partners With OpenAI to Let AI Agents Make Payments
Visa is integrating directly into OpenAI's platform, enabling AI agents to execute payments on behalf of users. The move signals that AI agents are graduating from chat interfaces to transaction-level autonomy — and Visa wants to be the financial rails.