My First Week With GPT-6 Astra
GPT-6 Astra was my main Codex driver for the last week, and I am back on GPT-5.5. That sounds harsher than my actual opinion…
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Does Setting a Seed Make LLM Output Reproducible?
No. A seed can improve repeatability, but it does not guarantee identical large language model (LLM) output. It initializes the pseudorandom number generator used…
Beitrag lesenHow to Roll Out a New LLM Model Version Safely
A new large language model (LLM) version is not a routine dependency update. It changes the behavior of the production system that uses it.…
Beitrag lesenWhy Does DNS Still Point to the Old Server After the TTL Expires?
DNS, or the Domain Name System, maps a hostname such as www.example.com to an IP address. A DNS time to live (TTL) is the…
Beitrag lesenWhat Is the Difference Between a Model Alias and a Versioned Model ID?
If a configuration contains production, latest, or stable, it probably uses a model alias. An alias is a named pointer that tells a platform…
Beitrag lesenSwitching from GPT-5.5 to GPT-5.6 Made Me Less Productive
I pay for three Codex subscriptions at $200 each, and for the past week they have mostly bought me waiting. Since I switched from…
Beitrag lesenAI Is Now a Commodity
Give me a few hundred million dollars and a year and a half, and I will build you a pretty good LLM. Not a…
Beitrag lesenTIME Is Serving AI Bots a Different Website, With Ads Built In
TIME is now serving two different versions of its website. Humans get the magazine. AI crawlers get a stripped down markdown copy with ads…
Beitrag lesenGPT-5.6 Sol Uses Twice the Tokens of GPT-5.5
GPT-5.6 Sol xhigh now uses more than twice as many tokens per session as GPT-5.5 xhigh in my Codex workflow. For Codex users, tokens…
Beitrag lesenCodex CLI Has Responsive Tables in the Terminal
LLMs use Markdown tables all the time. A few months ago, Codex CLI displayed them as ordinary wrapped text. In a narrow terminal, the…
Beitrag lesenGoogle Lighthouse Adds Agentic Browsing Checks and Cloudflare Adds AI Traffic Controls
Google Lighthouse and Cloudflare are adding different controls for the same emerging class of automated web visitors. Lighthouse added an experimental Agentic Browsing category.…
Beitrag lesenGemini 3.6 Flash and 3.5 Flash-Lite Ignore Temperature, Top-P, and Top-K
Google's Gemini 3.6 Flash and Gemini 3.5 Flash-Lite ignore temperature, top_p, and top_k, according to Google's current migration guide. Existing Gemini requests could send…
Beitrag lesenI Tried to Make AI Writing Sound Human by Banning AI Words Through logit_bias
I tried to make AI writing sound more human with logit_bias, an API setting that changes how likely a model is to select specific…
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