Machine Learning

  OpenAI recently announced something extraordinary: an internal AI system had produced a proposed solution to the Navier-Stokes existence and smoothness problem, one of mathematics’ legendary Millennium Prize Problems. More precisely, the system constructed a finite-time singularity for the three-dimensional Navier-Stokes equations with a smooth external force, one of the routes permitted by the official …

Did AI Just Solve One of Mathematics’ Biggest Problems? Read More »

TLDR Not every model call needs to generate text. Routing is often a small decision hidden inside a large agentic system, yet many systems ask a decoder language model to generate that choice token by token. A decoder router is not inherently wrong. It is useful when policy is open-ended or the route set changes …

When All You Have Are Decoders, Every Decision Looks Like Generation Read More »

Google shipped Gemini 3.5 Transcribe on August 26, 2026, and the timing makes it a genuinely useful comparison. OpenAI had released its own current flagship transcription model, GPT-Transcribe, just four weeks earlier, on July 28, 2026. Two labs, two new transcription models, released close enough together that comparing them actually means something right now instead …

Gemini 3.5 Transcribe vs OpenAI’s GPT-Transcribe Read More »

A Live Avatar to fit your brand needs Organizations often need distinct visual identities to fit their brand. In addition to a library of diverse, preset avatars, organizations can customize their Live Avatars. From a high-quality reference image, developers can generate a fully animated, responsive avatar while preserving reference likeness, brand styling, or character identity. …

Introducing Gemini 3.8 Live with Live Avatar Read More »

In their 2024 International Conference on Machine Learning paper, Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews, Weixin Liang, Zachary Izzo, and their coauthors built a statistical method for estimating how much text in a large collection had been substantially written or rewritten by a …

AI Slop Is in Your Training Dataset Now. I Tested Three Ways to Spot It. Read More »

Previous articles in this series discussed constraining output space as well as reusing the prompt prefix with a key-value cache, both framed as approaches to small language model (SLM) narrow automation optimization. Let’s finish this series off with the third entry, focused on batching by length instead of looping item by item. As in our …

Batching by Length Instead of Looping Item by Item for SLM Optimization Read More »

Get expressive high-quality speech generation built for global scale Gemini 3.8 Flash TTS delivers leading voice customization capabilities, securing the #1 overall spot on Hume AI’s Voice Design Benchmark (71.4) and also leading in accent modeling (60.8). Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTS enable truly expressive performances without sacrificing reliability, also securing …

Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTS Read More »

We use AI tools everyday for various tasks like asking a question about something or solving a problem, and we get responses in seconds. Now have you ever wondered about how the machine can understand our language and respond to our questions? Or, put another way, how the machine is processing the language and generating …

From Words to Vectors: What Happens in Between? Read More »

One great advantage of having access to coding agents such as Claude Code or Codex is that you can create internal applications super quickly. Well, before coding agents, you had to spend weeks, if not months, to create internal tooling that was effective for you. You can now do it in a matter of minutes. …

Build a Speaker-Recognition App with Claude Code Read More »

The GPT-6 Astra launch came with the usual noise: benchmark charts, a 2.5x price tag, and comparisons to every other frontier model. But buried under all of that was one line that actually mattered. Astra is the first model OpenAI has ever classified as “Critical” for cybersecurity capability, the framework’s highest tier. Nobody had crossed …

GPT-6 Astra Just Hit OpenAI’s Highest Cybersecurity Risk Level Read More »