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The New Stack is a media platform for the people who build and manage software the world relies on. We provide context and explanation of at-scale technologies to advance knowledge and create conversations through our coverage of modern architectures, components of the software development life cycle, and operations to
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News
Meta's Claude Code rival exits beta with three new subscription tiers — and it's pushing hard on price
1+ week, 5+ day ago (628+ words) Meta has formally launched Muse Code out of beta, less than a month after first debuting the coding agent. Alongside a host of new features and an SDK, Meta has introduced a trio of new subscription plans ranging from $5 to…...
Alibaba just released Qwen3.8-Flash: “An early preview of the architecture in Qwen4”
2+ week, 1+ day ago (390+ words) Alibaba's Qwen3.8-Flash previews the architecture behind Qwen4 and outscores larger rivals on a key coding benchmark. It also runs on a single consumer GPU, one developer says....
GPT-6 Astra aced the hardest AI benchmark. The asterisk matters more than the score.
1+ week, 2+ day ago (217+ words) OpenAI says GPT-6 Astra scored 98.6% on ARC-AGI-3, up from 7.8% six months ago. But undisclosed test settings and opaque reasoning complicate the AGI question....
LM Studio built a judge for AI commands. Then the judge started agreeing with the defendant.
2+ week, 1+ day ago (234+ words) LM Studio says Auto Review clears most shell commands without another model call. Variables, tool quirks, and prompt injection make the rest harder....
Meta just beat OpenAI and Google at real-time transcription
1+ week, 5+ day ago (529+ words) Meta’s Superintelligence Labs on Tuesday launched Muse Voice Transcribe, a new real-time speech recognition model that, at least on some benchmarks, outperforms virtually every other comparable model when it comes to working with speech in real time. Meta’s lab describes…...
After nine years as HashiCorp CEO, Dave McJannet now wants to "unblock" enterprise AI agents
5+ day, 4+ hour ago (1126+ words) With Dome Systems, McJannet is betting AI agents will follow a similar path to cloud: adoption first, control later....
Z.ai's GLM-5.3-Flash is cheap, good, and served on Chinese chips
2+ week, 4+ day ago (634+ words) Ox-alpha, the stealth model that quickly became the most popular model on OpenRouter in the last few days, is actually Z.ai’s GLM-5.3-Flash, a 320 billion-parameter hybrid model (with 18 billion active parameters) that the team specifically trained for ultra-low-cost inference. On…...
How much control should AI get? A CISO roundtable takes on SOC autonomy
4+ day, 1+ hour ago (205+ words) AI agents could ease SOC alert overload, but control remains a challenge that The New Stack’s CISO roundtable will explore on September 15. Here's how to get a seat at the table....
Polars 2.0 pre-release comes with a 5x speed boost — but it could change row order
1+ week, 3+ hour ago (81+ words) The streaming engine becomes the default for LazyFrame queries, improving memory and performance. There’s one hiccup, though....
Grok Bot vs. Hermes: Where each draws the security boundary
2+ week, 5+ day ago (556+ words) Put several AI bots to work, and a mistake by one may not stay within its assigned task. For example, that error could reach another bot’s files and login credentials, or even the computer running them all. Two releases this…...