Better use of retrieval budget
With the same latency, REFRAG can process more passages than a baseline model and outperform it across 16 RAG tasks, especially when the retriever is weak (messy or noisy results).
Beyond RAG, it boosts multi-turn dialog (keeping more history…
We’re releasing new Codex features to make it a more effective coding collaborator:
- A new IDE extension
- Easily move tasks between the cloud and your local environment
- Code reviews in GitHub
- Revamped Codex CLI
Powered by GPT-5 and available through your ChatGPT plan.
Exciting topic to learn: LLM orchestration 🚀
It helps Dev teams design complex workflows & Support teams trace/debug issues faster across agents & prompts — including monitoring costs, prompt quality, and stability.
Great overview of frameworks (LangChain, AutoGen, LlamaIndex,…
Cognition invited SF’s most ambitious builders to push GPT-5, Claude Opus, and Gemini Pro to their limits
And they invited @karpathy to pick the very best.
Here are the top demos from the Cognition Applied AI Hackathon (🧵):
1. Realistic Physics Game (Hexagon Test)
Prompt:
Create a HTML, CSS, and javascript where a ball is inside a rotating hexagon. The ball is affected by Earth’s gravity and friction from the hexagon walls. The bouncing must appear realistic.
→ Tests physics simulation, code…
🚀 Big news from OpenAI — GPT-5 shows a massive jump in T²-bench tool-use accuracy for Telecom📈
In Telecom, GPT-5 hits 97%, compared to 58% (o3) and 34% (GPT-4.1).
For context, the τ²-Bench is a challenging test of multi-turn, real-world tool usage across Telecom, Retail, and…
We're releasing an open source Lovable clone next week 👀
Paste any website URL and AI agents will instantly create a working clone you can build on top of.
Powered by @firecrawl_dev, @e2b, and @GroqInc👇
What’s “context engineering”?
Designing how an AI gets the right info, at the right moment, and what it can do with it.
🧠 Why AIs stumble
Not (only) “not enough knowledge,” but fuzzy instructions, missing/irrelevant context, no grounding, poor tool wiring, or capability limits.…
What is context engineering❓
And why is everyone talking about it...👇
Context engineering is rapidly becoming a crucial skill for AI engineers. It's no longer just about clever prompting; it's about the systematic orchestration of context.
🔷 The Problem:
Most AI agents…
Amazon just dropped Kiro.
It not only writes code but also creates clear specifications, generates and executes tasks, and even detects bugs.
Here are some wild examples (and yes-it’s FREE):
What a crazy week in AI 🤯
- Cursor Phone App
- Krea AI Modify Video
- Google launches Doppl
- Perplexity New Max Tier
- X new AI note taking API
- AI’s Breakthrough in Fertility
- Morphic One-Shot Character
- Meta & OpenAI recruiting drama
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