GPT-5.5 release illustration

GPT-5.5 Is Here: Real Step Forward or Quiet Iteration?

TL;DR GPT-5.5 (“Spud”) is the first fully retrained base model since GPT-4.5, with architecture and pretraining reworked from scratch with agentic objectives in mind It takes the top spot on Terminal-Bench 2.0 (82.7%) and GDPval (84.9%), narrowly beating Anthropic’s Claude Mythos Preview on agentic coding benchmarks A 1M-token context window is new for OpenAI, enabling whole-codebase reasoning and long multi-step agent runs without context collapse Pricing is competitive ($5/$30 per million input/output tokens) but the strategic story is about OpenAI building an integrated super app - chat, code, browser agent - all driven by one model The gains are incremental, not a leap - but the full retraining signals OpenAI is betting the next two years on autonomous agentic work, not chat OpenAI released GPT-5.5 on April 23, 2026, weeks after GPT-5.4 and only months after GPT-5. The cadence is starting to feel relentless. Codenamed “Spud” internally, GPT-5.5 is the first fully retrained base model since GPT-4.5 - architecture, pretraining corpus, and agent-oriented objectives all reworked from scratch. ...

April 24, 2026 · 6 min · James M
AI generated image

ChatGPT Images 2.0: Why Everyone Is Impressed

TL;DR ChatGPT Images 2.0 introduces a thinking mode that reasons through complex prompts before generating, dramatically improving instruction-following for multi-part requests Text rendering is finally reliable - legible across English, Japanese, Korean, Chinese, Hindi, and Bengali - unlocking infographics, menus, and slides as genuine use cases Web search during generation means Images 2.0 can pull accurate, current data into visual outputs rather than fabricating plausible-looking information Batch generation produces up to eight images from one prompt with consistent characters and style across all of them, solving a long-standing problem for narrative and sequential content The overall shift is from toy to tool: outputs are more predictable, less stylistically over-processed, and viable for production work rather than just prototyping A year ago, OpenAI’s image generation went viral for Studio Ghibli portraits. That was GPT Image 1 - impressive, playful, and fundamentally still a party trick. ChatGPT Images 2.0, released on April 22nd 2026, is a different thing entirely. It’s the version that starts to look genuinely useful. ...

April 23, 2026 · 6 min · James M

OpenAI Voice Engine

TL;DR OpenAI Voice Engine is a text-to-speech model that can clone a realistic voice from just a 15-second audio sample It produces emotive, natural-sounding speech despite using a small model and minimal training data Access has remained in limited preview since its 2024 announcement due to responsible AI concerns around voice cloning and impersonation Approved testers must obtain clear consent from voice providers and inform listeners that voices are AI-generated As of 2026, the technology is restricted to approved partners and researchers rather than general availability About OpenAI’s Voice Engine is a text-to-speech tool which can create realistic voices from just a 15-second audio sample. It is notable that a small model with a single 15-second sample can create emotive and realistic voices. To ensure responsible use testers must get clear consent from voice providers, avoid creating user-generated voices, and inform listeners that the voices are AI-generated. ...

March 29, 2024 · 2 min · James M

Stargate

TL;DR Stargate is a $500B AI infrastructure programme announced in January 2025 - a joint effort between Microsoft, OpenAI, SoftBank, and Oracle Construction has already started in Texas with more sites planned, aimed at training and serving the next generation of frontier AI models The scale signals where compute spend is heading - tens of billions per cluster is becoming the price of admission at the frontier Combines OpenAI’s models, Microsoft’s cloud, SoftBank’s capital, and Oracle’s enterprise infrastructure into one of the largest tech buildouts ever announced Worth tracking as a useful proxy for how seriously the industry takes the compute side of the AGI race About Stargate is a $500 billion AI infrastructure project announced in January 2025. The initiative is a collaboration between Microsoft, OpenAI, SoftBank, and Oracle to build a series of massive AI supercomputers and data centers. ...

March 29, 2024 · 2 min · James M