Tokens
The Latest Gemini 2.5 Flash-Lite Preview is Now the Fastest Proprietary Model (External Tests) and 50% Fewer Output Tokens
[ad_1] Google released an updated version of Gemini 2.5 Flash and Gemini 2.5 Flash-Lite preview models across AI Studio and Vertex AI, plus rolling aliases—gemini-flash-latest and gemini-flash-lite-latest—that always point to the newest preview in each family. For production stability, Google advises pinning fixed strings (gemini-2.5-flash, gemini-2.5-flash-lite). Google will give a…
tokens are getting more expensive
[ad_1] note: i’m kinda tired of the “levered beta” metaphor, i have one more topic i want to cover on this topic related to cognition, and then i’ll go back to my normal writing imagine you start a company knowing that consumers won’t pay more than $20/month. fine, you think, classic vc playbook – charge…
Context Rot: How Increasing Input Tokens Impacts LLM Performance
[ad_1] Recent developments in LLMs show a trend toward longer context windows, with the input token count of the latest models reaching the millions. Because these models achieve near-perfect scores on widely adopted benchmarks like Needle in a Haystack (NIAH) [1], it’s often assumed that their performance is uniform across long-context tasks. However, NIAH is…
Integrating Design And Code With Native Design Tokens In Penpot — Smashing Magazine
[ad_1] The Penpot team is not slowing down on its mission to build a free design tool that not only offers powerful design features but is also well-integrated with code and modern development practices. In its latest release, Penpot, as the first design tool ever, introduces support for native design tokens. Let’s take a closer…
Most Frequently Asked Questions About NFTs(Non-Fungible Tokens)
[ad_1] Non-fungible tokens (NFTs) are the most popular digital assets today, capturing the attention of cryptocurrency investors, whales and people from around the world. People find it amazing that some users spend thousands or millions of dollars on a single NFT-based image of a monkey or other token, but you can simply take a…