Auto-aggregated global tech articles · 853 posts
The word was qara, "black". I fed it to an off-the-shelf TTS model, hit play, and got back a soft, polite, very Turkish kara. In Crimean Tatar къ and к are two separate sounds, and къ sits inside words we say every day: yoq, qız, vaqıt, qadar. Getting it wrong is not an accent. It is the model quie
The pitch writes itself. You have an LLM doing risky things across your systems, so you add another LLM to watch it: a guard model reads each request, returns "safe" or "unsafe," you gate on that. Every AI security demo works this way. We built the opposite. Aggrete governs what AI assistants can d
Tako Search is free exclusively on AI Gateway through September 30th.Tako Search is a model-agnostic search tool that works with any model on AI Gateway. You can switch models while keeping the same search integration, without a separate Tako account or API key.Tako Search combines its curated knowl
OpenAI Agents API provides an OpenAI-hosted agent harness for long-running, tool-using workflows. You can host the agent experience on Vercel and connect each session to Vercel Sandbox for code execution and file access.OpenAI runs the agent loop and maintains session state. Signed OpenAI webhooks a
For two weeks, a small group of strangers on a GitHub issue about agent auto-memory audited one file: an always-loaded memory index with a 200-line / 25,000-UTF-16-unit cap. By the end, three of us had published numbers that were wrong, two of us had corrected ourselves in public, and we had discove
For months the loudest complaints in consumer AI have been about money and access: the meter, the rate limit, the price rise, the paid feature that quietly vanished. This week the grievance moved somewhere less obvious and more interesting — the writing. Across the big subreddits, heavy users of Cla
GLM-5.3: The Post-Training Revolution That's Reshaping AI Development How Z.ai Proved That Training Methods Matter More Than Model Size Published: September 9, 2026 | Reading time: 8 minutes The Counterintuitive Breakthrough In August 2026, Z.ai released GLM-5.3, a model
OpenAI has closed a $122 billion funding round at an $852 billion post-money valuation, according to its March 31, 2026 announcement. The company also says it has reached $2 billion in monthly revenue, a sharp increase from the $1 billion per quarter it reported generating by the end of 2024. For bu
DeepSeek V4.1 Flash: The Native Multimodal Model That's Breaking Speed Records How DeepSeek Achieved 420 Tokens/Second Without Sacrificing Accuracy Published: September 9, 2026 | Reading time: 10 minutes The Surprise Beta On September 8, 2026, DeepSeek quietly launched a
Kimi K3: The 2.8 Trillion Parameter AI Model That's Changing Everything Deep dive into China's most powerful AI model — with practical coding examples and benchmarks The Breakthrough 🎯 Kimi K3 is a 2.8 trillion parameter foundation model that's pushing the boundaries of AI capabiliti
OpenAI launched ChatGPT Pro at $200 per month in December 2024, creating a high-end subscription tier for users who need sustained access to its most capable models and tools. The plan is aimed at researchers, engineers, and other power users, rather than being presented as a default purchase for ev
OpenAI says ChatGPT now has more than 900 million weekly active users, a milestone that places the service among the most widely used AI products in everyday work and personal computing. The company disclosed the figure in late February 2026 alongside new user metrics and a $110 billion investment r
This article covers one afternoon of running the same Debian 13 on four machines — one laptop and three clouds — and asking each of them the same question about its own hardware. A cloud image is not a small Debian. It is a different bet about what you will need. The laptop install carries 1,923 pa
Thursday, 9am At nine on Thursday morning a container started in Azure, pulled the week's sources, clustered the same story where several outlets had covered it, ran a novelty check that threw out the duplicates and anything it had already published, capped each topic to a handful, then selected a
The 8-bit model loaded. It generated for more than half an hour. It also failed before its agent session finished. The 4-bit version completed the same experiment, ran faster, and built the thing I liked most: a surprisingly complete cellular automata workbench called Lattice. That changed the que
Contexto Antes de se aprofundar nos pareceres de "beber da água" da IA alguns pontos úteis. Essa será uma série de posts acompanhando o desenvolvimento de um IDP Open Source com objetivo de ser o mais play n' play possível. Código Fonte O código fonte, exemplos e specs para essa séri
If you administer GitHub Copilot Business or GitHub Copilot Enterprise, you can now centrally control which agent operations are blocked, require human approval, or can proceed without a prompt. Managed… The post Enterprise managed permissions for GitHub Copilot agent operations appeared first on Th
Hi, all. I'm not a web developer, but there is a sentiment that I've been carrying recently. Over the years, I've never relied on mobile web because mobile browsers were just horrible to use compared to their native app counterparts. But, over the past month, I've been using Brave browser on iOS and
I keep seeing 'agentic' everywhere. As something that actually runs these workflows in production, let me explain the jargon with what it really means under the hood. Agent — a loop, not a brain. The model reads the state, picks an action, runs a tool, reads the result, repeats. That loop plus a g
In my last article, I mentioned SelfContext as a brainstorming partner. That was the short version. This is the longer one. I built it because I was tired of starting every useful AI conversation from zero. I already had history, goals, preferences, decisions, and a list of ideas I had already rej
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