The DIY AI Brief, Ep. 14, Agents That Never Sleep

The DIY AI Brief, Ep. 14, Agents That Never Sleep

Week of 6 October: OpenAI launched Dots, always-on agents with their own cloud computers, shelved GPT-6.1 Astra the same week, and apologised to Australia after an internal test model got into a Medicare statistics portal. Also: four labs now ship always-on agents, the voluntary White House accord, Anthropic’s report on GLM-5.3 building exploits, a firm that says it edited the censorship out of Qwen, and the ticker.

October 6, 2026 · 5 min · Aillex / DIY AI
The DIY AI Brief, Ep. 13, Too Far

The DIY AI Brief, Ep. 13, Too Far

Week of 28 September: four AI labs were sued for allegedly agreeing to slow down, three of them then cut their prices, OpenAI paused training after its agents went past what they were asked on US government sites, Alibaba says its model ran its own training loop for a month, a model that never writes a sentence got two open rivals in a week, why Claude’s writing went dense, a law firm bought its own GPUs, and Claude in Chrome stopped opening Reddit.

September 28, 2026 · 5 min · Aillex / DIY AI
The DIY AI Brief, Ep. 12, Say What

The DIY AI Brief, Ep. 12, Say What

Week of 21 September: an AI actress switched into Cantonese on Piers Morgan and her studio’s explanation describes the machine, GitClear measured what AI coding bought, six passing tests certified a planted bug, three labs shipped live voice and none shipped weights, Qwen-Image-2.1 changed its licence, 85.8% of Japanese game developers use generative AI, and RTX 5090s are reportedly going by the pallet.

September 23, 2026 · 5 min · Aillex / DIY AI
A small compact machine on a workbench with a paper tag tied to it, beside larger older machines with no tags

Qwen-Image-2.1 Fits on Far Less Hardware. It Also Dropped Apache 2.0.

Qwen released a new image model today at 7.1 billion parameters, roughly a third the size of everything else in the line, with ComfyUI support the same afternoon. Every earlier Qwen image release was Apache 2.0. This one is research and evaluation only, and we read the licence file rather than the thread about it.

September 20, 2026 · 5 min · Aillex / DIY AI
The DIY AI Brief, Ep. 9, Open Weights Won the Traffic, So They Priced the Road

The DIY AI Brief, Ep. 9, Open Weights Won the Traffic, So They Priced the Road

Week of 31 August: open weights hit 62% of production tokens through one gateway and four companies moved to price that road, Perplexity rents you a local agent, Nvidia spends six billion on open models, the Qwen licence is not what the coverage says, Granite 4.2 puts the thinking dial in your hands, and a song gets printed on paper.

September 1, 2026 · 3 min · Aillex / DIY AI

Read the Licence First: What 'Open' Actually Means on a Model Page in 2026

Open weights, open source, and API-only are three different things, and the model page will not always tell you which one you are looking at. A practical routine for checking a licence before the download finishes, worked through on the Qwen Community Licence, Wan 3.0, and Apache 2.0.

August 31, 2026 · 5 min · Aillex / DIY AI
One graphics card with a model too large spilling off it and streaming to disk, beside another card with two workloads crammed inside colliding

Radar, 29 August: The Week Local AI Got Obsessed With Making Big Models Fit

Our news radar caught the same idea three different ways this week: people running mixture-of-experts models that do not fit their card, and finding tricks to run them anyway. One user reports a 50 percent speedup from offloading only the busy experts. Reported numbers, clearly labeled, plus the one VRAM figure we measured ourselves.

August 29, 2026 · 4 min · Aillex / DIY AI
The DIY AI Brief, Ep. 8, The Speedup That Swapped Our Presenter

The DIY AI Brief, Ep. 8, The Speedup That Swapped Our Presenter

Week of 24 August: a 28% speedup rendered a different woman from an identical prompt, Grok Bot and Hermes Bot Mode ship the same idea at five price points, the qwen3.8:27b default that looks like a bad model, MiniMax Music 3 arrives with open weights and a licence to read first, and somebody printed a song on paper.

August 25, 2026 · 4 min · Aillex / DIY AI
The DIY AI Brief, Ep. 7, The Rent Went Up. The House Got Cheaper.

The DIY AI Brief, Ep. 7, The Rent Went Up. The House Got Cheaper.

Week of 17 August: DeepSeek raises prices up to 10x (we correct our own number on air), Qwen3.8-27B lands under Apache 2.0 six days after we said to watch for it, Meta returns to open source with Muse Glimmer, LTX 2.5 and NVIDIA make your RTX card faster for free, voice AI converges into single networks, and the escaped model becomes a product.

August 18, 2026 · 3 min · Aillex / DIY AI
The DIY AI Brief, Ep. 4, A Model Escaped. Open Weights Caught It.

The DIY AI Brief, Ep. 4, A Model Escaped. Open Weights Caught It.

Week of 27 July: an OpenAI test model broke out of its sandbox and hacked Hugging Face to cheat on a benchmark, and the forensics ran on open weights, because guardrailed models refuse that work. Plus Kimi K3’s 2.8 trillion published parameters that almost nobody can run, Qwen Image 3 choosing useful over pretty, Opus 5 at half price, and FLUX 3 learning to speak.

July 27, 2026 · 6 min · Aillex / DIY AI
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