Weekly Curated Intelligence retweeted
introducing agentic video understanding with Gemini
instead of using static processing (ingesting media at a fixed frame rate), the model can now take an active, goal-directed role in determining what to watch, at what speed, and through which modality (frames, audio, or transcript), fetching only the moments and signals needed
this new approach cuts costs by up to 66% and reduces token consumption by up to 88% while boosting accuracy
available now via the Gemini API and in AI Studio: ai.studio
Codex users, do this now for Astra:
--- Start Prompt ---
"Codex, read @pvncher's article xitter.cf/pvncher/status/2095991… then audit all of my skills and AGENTS.md files inside ~/Projects"
--- End Prompt ---
You're welcome.
Weekly Curated Intelligence retweeted
NVIDIA CEO, Jensen Huang:
"Nobody writes prompts anymore. The new job is building Loops and Graphs."
In 50 minutes he explains why the engineers who stopped prompting are already years ahead, and what they're building instead.
The missing piece most people skip: loops handle the work, graphs handle the loops.
Watch it, then read the full guide on loops and graphs below.
Buzz from @jack is the future of AI
It allows you to command an entire army of AI agents
My Codex, Claude Code, Hermes, and OpenClaw agents all work together in one place to do mind blowing work
In this video I cover how it works and how you can get 100x productivity from it:
Weekly Curated Intelligence retweeted
🔥 Running Kimi K3 (@Kimi_Moonshot) inside Claude Code is a game-changer.
@claudeai is the best coding harness out there, and now you can pair it with Kimi's powerful (and affordable) K3 model running 24/7 on a VPS. Loops, subagents, and max performance.
Watch the full setup guide 👇
Weekly Curated Intelligence retweeted
this guy just wired kimi k3 directly into codex.
the model is insanely good, but the app isn’t.
so instead of using the kimi app, he connected his kimi subscription to codex through oauth.
now kimi k3 shows up right inside the model picker alongside sol 5.6.
no api key needed.
no extra subscription either.
just sign in with oauth through kimi code, and it’s ready to use.
simple guides in the video and links below 👇
Weekly Curated Intelligence retweeted
Kimi K3 is now running inside the Codex app and the setup takes 5 minutes.
Weekly Curated Intelligence retweeted
I just cancelled 2 $200 Claude Max subscriptions.
In their place: one $199 MoonshotAI Vivace plan, purchased this morning for Kimi K3.
Kimi K3 is better than Fable 5 at frontend design.
That is half of why I kept 4 Max accounts, gone overnight.
The other half is trust, and Anthropic burned it.
Nobody knows if Fable 5 survives Sunday. Nobody knows what the limits are week to week. Nobody knows anything, because they refuse to communicate.
Moonshot earned $199 with one great model.
Anthropic lost $400 with a month of chaos.
I've completely soured on ChatGPT 5.6 sol ultra
ChatGPT 5.6 sol medium is my new go-to
Ultra consistently over the last few days overengineered everything I've given it. It's also painfully slow
Medium is the sweet spot. Quick, while also narrow scoped
My new stack:
• Planning/complex tasks: Fable 5 high
• Simple tasks: ChatGPT 5.6 sol medium
• Hermes/OpenClaw ChatGPT 5.6 sol medium (even got great results on low tbh)
• Testing: Codex (seems to be a bit better with browser/computer use)
I liked Ultra at first, but lately for almost every task I give it it widens the scope to unreasonable levels, ignores my anti-goals, and will take tasks that should take no longer than 2 minutes and make them last literally 2 hours
Efficiency is now the name of the game
We are living in the greatest 30 day time period in technology history
In the month of July all of these have been released/are expected to be released:
• Fable 5: smartest AI model ever
• Muse Spark 1.1: Meta back in the race
• Opus 5: affordable version of Fable
• Grok 4.5: affordable version of Opus + Elon’s back
• GPT 5.6: Affordable, lightning fast, better than Fable in some ways
• GPT 6: Goblin mode
• GPT Work: Amazing new way to work
The way you work 30 days from now will be dramatically different than the way you work today
You will be significantly more productive with significantly less effort required
Thank your God he/she decided you should be alive right now
Weekly Curated Intelligence retweeted
10 repositorios de GitHub para scrapear todo internet
Guárdalos todos. Cada uno extrae datos limpios de cualquier web. Ese nivel de acceso normalmente exige llamadas de ventas y contratos.
Weekly Curated Intelligence retweeted
Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API.
Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls.
Try it: sakana.ai/fugu 🐡
Weekly Curated Intelligence retweeted
GPT-Realtime 2 is the future of the operating system.
I've been experimenting with it for a couple weeks now, and I gotta say, it's pretty gosh darn incredible.
Opening apps, searching the web, even editing in Premiere. All with just my voice.
And it only takes a few prompts to set up.
In this video I'll show you exactly how.
0:00 Intro
1:46 What is GPT-Realtime 2?
4:46 Setting it up (no coding)
7:53 Fixing the always-on mic (push-to-talk)
9:41 Demo: searching the web
11:38 Demo: connecting apps via MCP (Obsidian)
14:13 Demo: controlling Premiere Pro (accessibility tree)
18:00 Honest caveats
19:00 Outro
Weekly Curated Intelligence retweeted
10 GitHub repos that defined 2026 so far.
Bookmark this list.
1. OpenClaw
Peter Steinberger went from 9,000 to over 300,000 stars in months. Personal AI assistant that runs entirely on your devices. Steinberger joined OpenAI shortly after.
Repo → github.com/openclaw/openclaw
2. anthropics/skills
135,000 stars. The patterns Anthropic uses internally to extend Claude. The repo that defined the skills ecosystem of 2026.
Repo → github.com/anthropics/skills
3. affaan-m/everything-claude-code
141,000 stars. The complete library of Claude Code skills, agents, and commands. The aggregator every serious builder forks.
Repo → github.com/affaan-m/everythi…
4. andrej-karpathy-skills
Forrest Chang built a single CLAUDE md file in January. 109,000 stars. The most starred single-file repo in GitHub history.
Repo → github.com/forrestchang/andr…
5. Hermes Agent
Nous Research released this in February. 105,000 stars. The self-evolving AI agent that gets smarter the more you use it.
Repo → github.com/NousResearch/herm…
6. obra/superpowers
94,000 stars. Officially accepted into Anthropic's skills marketplace. Multi-agent orchestration without the boilerplate.
Repo → github.com/obra/superpowers
7. claude-task-master
Multi-agent orchestration on top of Claude Code. Turn one prompt into a coordinated team of specialists shipping a feature while you sleep.
Repo → github.com/eyaltoledano/clau…
8. MemPalace
Milla Jovovich, the actress from Resident Evil, co-built this with Ben Sigman using Claude Code. Near-perfect score on the LongMemEval benchmark.
Repo → github.com/MemPalace/mempala…
9. karpathy/autoresearch
Andrej Karpathy released his own research automation framework. 23,000 stars in three days. The closest thing to having Karpathy as your research partner.
Repo → github.com/karpathy/autorese…
10. karpathy/nanochat
Karpathy released a complete pipeline to train a ChatGPT from scratch for $100. 54,800 stars. The best ChatGPT money can buy is the one you train yourself.
Repo → github.com/karpathy/nanochat
Save this. Share it with the developer in your life who deserves to know what they missed.
100% free. 100% open source.
Weekly Curated Intelligence retweeted
Codex Design is becoming real.
The real breakthrough isn’t one more design tool.
It’s keeping the same context from idea to design output to launch asset.
We tested it with Codex Plugins, Open Design, and html-video: from vague idea to polished promo video.
All inside Codex.
We’re making Codex more useful for your work by expanding plugins beyond individual tools.
These plugins turn Codex into a specialist for a specific role with a single install, no coding required.
Codex can access 62 popular apps and 110 skills for work across sales, data analytics, creative production, product design, and public equity investing.
openai.com/index/codex-for-e…
This is going to be exciting
Peekaboo 3.0 is live. Biggest release since 2.0.
⚡ Action-first macOS computer use
👁️ Unified screenshot + UI detection
🧩 Cleaner JSON across CLI + MCP
🛠️ Better snapshots
I started this last year, but the models just weren’t good enough. Now they are. peekaboo.sh


































