When More Tokens Make AI Output Worse, and When They Make It Better
Somewhere in your organization there is probably a number that counts how much AI you are using. A dashboard, a seat report,…
Large language models are transformer-based AI systems trained on broad text corpora. Articles cover frontier model comparisons (GPT, Claude, Gemini, DeepSeek), capabilities, limitations, and practical business patterns.
Somewhere in your organization there is probably a number that counts how much AI you are using. A dashboard, a seat report,…
The largest of this year’s OpenAI model deprecations lands on October 23, 2026, when seventeen model identifiers stop working in the API.…
xAI released Grok 4.7 on September 21, 2026, at exactly the per-token price Grok 4.6 carried: $2 per million input tokens and…
Gemini 3.8 Flash shipped on September 2, 2026, three weeks after 3.7 Flash, and it carries an identical published rate card: $0.75…
GPT-6 Sol and Luna landed on September 22, 2026, and the interesting number is not on any benchmark chart. It is on…
On September 3, 2026, ARC Prize published two scores for the same model on the same benchmark on the same day. GPT-6…
GPT-6 Astra landed on September 3, 2026, and the announcement page is doing several jobs at once. Some of what it describes…
Anthropic released Claude Fable 5.1 on September 1, 2026 saying it "will cost an estimated 25% less than Fable 5 for typical…
Muse Glimmer is a 30-billion-parameter open-weight model Meta released on August 10, 2026, under the Apache 2.0 license. It is built for…
xAI released Grok 4.6 on August 12, 2026. Within a week it was available in GitHub Copilot and on Amazon Bedrock, and…