IT News

The agent runs on a spot instance. Spot instances get reclaimed. When that happens, a new one spins up, the agent restarts, and it gets a different IP address than it had before. For sixty days this h

This post originally appeared on tokenjam.dev/blog. It's part of a 14-post series on the agentic AI basics and ecosystem. TL;DR An AI agent uses an LLM to reason about a goal and decide what actions t

Originally published on Poniak Times. Reposted here for the developer and AI engineering community. Subquadratic’s SubQ model claims to make long-context AI more efficient through sparse attention. Th

Real-time messaging apps are great engineering exercises, but adding a conversational AI that seamlessly interacts within the same chat room takes the complexity—and the fun—to the next level. Recent

TL;DR — I tried to run Qwen2.5-7B-Instruct-1M on a consumer laptop (RTX 3050 Laptop 6GB VRAM) and mapped the literal feasibility frontier. All evidence in JSON, drift-CI enforced. Three honest finding

Tonight at 23:00 BST we're running fresh benchmarks on 10 LLMs we haven't tested before. The lineup: DeepSeek V4 Pro & Flash Grok 4.20 & 4.1 Fast GPT-5.5 Pro & GPT-5.4 Pro Xiaomi MiMo V2.5 Pro Google

Introduction The word 'Ponzi' is trending — and for good reason. These fraudulent schemes collapse entire communities. But what if we could use Python + Gemma 4 to detect the patterns before the dam

Anthropic’s engineering team published one of the cleanest write-ups available on how a multi-agent system actually works in practice. The post is about Claude Research, an orchestrator-subagent patte

You know Lorem Ipsum. The placeholder text designers have been slapping into mockups since the 1960s. Turns out, it might be one of the most effective tools for making language models better at math.