Problems with Naïve RAG - Context Bloat – Forcing irrelevant chunks into the prompt consumes tokens and confuses the model. - Fixed Strategy – A single vector...

Alexa for Shopping Amazon is bringing Alexa Plus to Amazon.com, integrating its LLM‑powered AI assistant directly into the shopping experience. Beginning today...

When I joined the Codex engineering team in September 2025, Codex for Windows didn’t have a sandbox implementation meaning that Windows users were forced to cho...

Key Findings Researchers at UCSD have successfully implemented DFlash, a block‑diffusion speculative decoding method, on Google TPUs to bypass the sequential b...

If you are building autonomous AI agents that interact with the web, you have almost certainly hit the same architectural wall we did: the Token Tax. The standa...

Timeline of Upcoming Model Retirements - May 15 – Claude Sonnet 4.5 disappears from the claude.ai model selector. The API version remains active, listed as ava...

TL;DR. Claude would rather reinvent the wheel than pip install one. I wanted to fix typos on some Fandom wikis. I opened Claude Code, Opus 4.7. By the end of th...

Comments Privacy – May 11, 2026 8:07 AM To hide text, try white text on a white background. The human eye won’t see it but the computer will. If you want to te...

!Cover image for One Open Source Project a Day 61: Hello-Agents — A Practical Guide to Building AI Native Agents from Scratchhttps://media2.dev.to/dynamic/image...

Beyond Vector Search: Why GraphRAG is the Next Frontier for LLMs For the past year, the industry standard for augmenting LLMs has been Retrieval-Augmented Gene...

Overview Three weeks into testing, a learner told me my AI tutor gave her the wrong answer. Not obviously wrong — just outdated enough to mislead. That was the...

Abstract Large Language Models LLMs are poised to disrupt knowledge work, with the emergence of delegated work as a new interaction paradigm e.g., vibe coding....

You look at your provider dashboard and see one number: the total bill. It’s like getting an electricity bill that just says “$5,000” with no breakdown of wheth...

The Evolution of the Data Scientist’s Role Not that long ago, being a data scientist meant living in a notebook, tweaking hyper‑parameters as if your life depe...

The Problem Input tokens are 85‑95% of your Claude Code bill. Every time you ask Claude about your payment flow, it reads payments.py, shipping.py, and whateve...

!https://9to5mac.com/wp-content/uploads/sites/6/2025/08/openai.webp?w=1600 Developers can build new app experiences with OpenAI’s 3 new voice models There are t...

Overview At its Code with Claude developers’ conference, Anthropic introduced “dreaming” for Claude Managed Agents. In this context, dreaming is a process that...

Prompt Act like a role‑playing game storyteller, your style should be slightly sarcastic. There should be challenges and conspiracy behind the adventures, don'...

The class of 2026 is the first generation to start and finish college with ChatGPT. They arrived on campus in the fall of 2022 just as AI was beginning to resha...

'What llms.txt Is Standardized by Jeremy Howard Answer.AI / fast.ai at llmstxt.orghttps://llmstxt.org/. Two files are defined: | File | Purpose | |

GPT‑5.5 Instant is our latest Instant model, and explained in our bloghttps://openai.com/index/gpt-5-5-instant/. The comprehensive safety mitigation approach fo...

Overview This post documents the process of fine‑tuning a language model on medical data and publishing it to Hugging Face. Model Choice - Base model: facebook...

Three hours of manual OSINT compressed into twenty minutes. That’s the productivity difference I measure when I run LLMs in my professional reconnaissance workf...