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 10, 2026

Can You Become Emotionally Dependent on an AI Therapist?

Apr 15, 2026

Anthropic Surges Past OpenAI with Stunning 15-Month Revenue Growth

In a vibrant shift within the generative AI industry, Anthropic has achieved a miraculous revenue jump from $1 billion to $30 billion in just 15 months, positioning itself ahead of tech giants like Salesforce. This growth starkly contrasts with OpenAI's anticipated losses, marking a pivotal shift from mere technical prowess to effective commercialization strategies focused on B2B enterprise solutions. The industry stands at a commercial efficiency inflection point, revolutionizing the landscape as investors realign priorities towards proven enterprise monetization. Dive deep into how this turning point impacts the AI industry's key players and the broader tech market trends.

Apr 15, 2026

Anthropic's Automated Alignment Researchers: Claude Opus 4.6 Breakthrough in AI Safety

Anthropic's latest innovation, Automated Alignment Researchers (AARs), powered by Claude Opus 4.6, addresses the weak-to-strong supervision problem, significantly surpassing human capabilities in AI alignment tasks. These autonomous agents move the needle on AI safety by closing 97% of the performance gap in W2S tasks, proving both the feasibility and scalability of automated AI alignment research.

Apr 13, 2026

Anthropic Raises the Bar in AI Cybersecurity with 'Mythos'

The Bloomberg opinion article commends Anthropic for their advanced AI system, 'Claude Mythos,' which is making waves in the cybersecurity arena. Mythos shines in detecting significant vulnerabilities in crucial software, thereby elevating global security standards. Unlike its peers, Mythos redirects the focus towards real-world security enhancements rather than hypothetical policy discussions. Additionally, high-level talks with major financial entities underscore its significance in maintaining economic stability amid rising cyber threats.