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ai-models

A collection of 48 posts

ImageGen 2.0 Shows OpenAI Is Turning Image Models Into Routed Compute Tiers, Not Just a Magic Button

ImageGen 2.0 Shows OpenAI Is Turning Image Models Into Routed Compute Tiers, Not Just a Magic Button

OpenAI’s ImageGen 2.0 update looks small if you read it like a release note and much more important if you read it like product architecture. The company added a baseline ImageGen 2.0 tier to ChatGPT for all plans, then introduced ImageGen 2.0 Thinking for paid users,

21 Apr 2026 5 min read

OpenAI’s New Codex Enterprise Push Says the Model Wars Are Turning Into Rollout Wars

OpenAI’s latest Codex announcement is not really a model story, and that is exactly why it matters. For the last year, the AI coding market has been sold on the familiar axis of benchmark wins, context windows, and demos where an agent fixes a bug in a toy repo

21 Apr 2026 5 min read

The Most Interesting New LLM Benchmark Today Is Not a Model Launch, It’s a Cleanup Pass on Arabic Benchmarks

The Most Interesting New LLM Benchmark Today Is Not a Model Launch, It’s a Cleanup Pass on Arabic Benchmarks

Leaderboards are cheap. Cleaning up the benchmark before you publish the leaderboard is the part almost nobody wants to pay for. That is what makes TII UAE’s new QIMMA Arabic LLM leaderboard more interesting than the usual model-ranking churn. The headline result, that Qwen/Qwen3.5-397B-A17B-FP8 lands at the

21 Apr 2026 5 min read

NVIDIA’s Nemotron OCR v2 Says the Real Multimodal Moat Might Be Synthetic Data, Not Bigger Backbones

NVIDIA’s Nemotron OCR v2 Says the Real Multimodal Moat Might Be Synthetic Data, Not Bigger Backbones

The most useful AI model story of the day was not another general-purpose assistant learning a new party trick. It was NVIDIA publishing a very blunt argument that a lot of multimodal progress is being bottlenecked by data quality, not by the lack of yet another giant backbone. Nemotron OCR

17 Apr 2026 5 min read

Claude Opus 4.7 Looks Less Like a Model Refresh and More Like Anthropic Fixing Agent Reliability

Claude Opus 4.7 Looks Less Like a Model Refresh and More Like Anthropic Fixing Agent Reliability

Anthropic did not price Claude Opus 4.7 like a moonshot. That is the point. The company shipped its new flagship generally available model at the same $5 per million input tokens and $25 per million output tokens as Opus 4.6, then spent most of the launch arguing not

16 Apr 2026 5 min read

Google’s New TTS Model Is Really a Promptable Voice Engine, Not Just Another Speech API

Google’s New TTS Model Is Really a Promptable Voice Engine, Not Just Another Speech API

Text-to-speech has spent the last few years stuck in an awkward middle state. The demos kept getting smoother, the voices kept getting less robotic, and the APIs kept pretending that the remaining problem was mostly cosmetic. Pick a voice, maybe tweak the speed slider, ship a narrator, call it innovation.

15 Apr 2026 5 min read

Google’s Latest Gemini Robotics Model Suggests Physical AI Is Finally Getting a Real Evaluation Loop

Most AI model launches still sound like the same demo in different clothes: a benchmark chart, a few polished videos, and a promise that this time the model really understands the world. Google DeepMind’s Gemini Robotics-ER 1.6 announcement is more interesting than that, mostly because it is trying

14 Apr 2026 5 min read

OpenAI’s New Codex Rate Card Finally Admits the Real Unit of Agent Work Is Tokens, Not Messages

OpenAI’s newest Codex update looks, at first glance, like billing cleanup. It is not. The new rate card is the moment coding agents stopped being sold mainly as a premium chat experience and started being priced like real infrastructure, with explicit token economics, cache discounts, fast-lane penalties, and workload-specific

14 Apr 2026 4 min read

OpenAI Just Moved Codex Downmarket, and That Matters More Than Another Model Picker Update

OpenAI Just Moved Codex Downmarket, and That Matters More Than Another Model Picker Update

The most important thing in OpenAI’s latest Codex packaging update is not a new model name. It is distribution. By making Codex access more explicit across Plus, Pro, Business, Enterprise, and, for a limited stretch, even Free and Go users, OpenAI is doing something more consequential than polishing documentation.

14 Apr 2026 5 min read

Anthropic’s Glasswing Launch Turns Frontier Cyber Models Into Controlled Infrastructure

Anthropic’s Glasswing Launch Turns Frontier Cyber Models Into Controlled Infrastructure

Anthropic did not just publish another safety-conscious model launch this week. It published a distribution policy. Project Glasswing is the company saying, in public, that some frontier-model capability is now dangerous enough that the interesting question is no longer whether the benchmark improved, but who gets access first and under

12 Apr 2026 5 min read

GPT-5.4’s Real Launch Feature Is Routing, Not Raw Bragging Rights

GPT-5.4’s Real Launch Feature Is Routing, Not Raw Bragging Rights

The most interesting thing about GPT-5.4 is that OpenAI seems to want users to stop thinking about GPT-5.4. That sounds backwards until you look closely at how the company is presenting its latest ChatGPT lineup. GPT-5.3 Instant is the default experience for logged-in users. GPT-5.4 Thinking

11 Apr 2026 5 min read

Anthropic’s Managed Agents Bet Is Really a Model Confidence Bet

Anthropic’s Managed Agents Bet Is Really a Model Confidence Bet

Anthropic's managed-agents launch is easy to misread as another API packaging exercise. It is not. The most revealing line in the company's engineering write-up is the one about deleting a workaround. Anthropic says the context-reset pattern it previously needed for Claude Sonnet 4.5 became unnecessary

11 Apr 2026 5 min read

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