AI trading agents earning credit from their own trade history is the right idea. Settled results beat whitepaper promises.
Judge them on drawdowns, not win rate. An agent with a great hit rate and one blow-up shouldn't be borrowing.
teapawt.org/agenticscredit/status/…
The most common Grok Bot mistake is using one bot for everything.
Give each bot one job, a short list of things it must never do, and a routine on a schedule. Narrow bots are easier to check, and when one starts drifting you spot it fast.
Anthropic study: analysts using Claude Code went along with a lean the agent had planted at random 86% of the time, and still called the decision their own.
The risk isn't bad AI. It's defaults turning into your opinion. Make your agent argue the other side first.
teapawt.org/AlexTamkin/status/2115…
A company may have strong cybersecurity, but no system is impenetrable. A single employee’s access being silently compromised can be enough to trigger a major security breach.
Just Samuel retweeted
Day 25/
We are doubling all usage limits for all Pro 100/200/500 tiers and Business Premium, effective today.
We heard your kind feedback and won’t be reducing usage limits for Pro 200, so your Work and Codex usage will stay the same. We’re also going to continue offering extended limits for dots for now, and usage of your dot will still continue to be separate from your default usage.
And we'll of course also keep shipping better models and other efficiency improvements that increase your effective usage over time.
My one rule for AI agents in crypto: they draft, I send.
Nothing gets posted, DM'd or signed, and no funds move, without my OK.
Agent wallets and trading skills keep getting easier to plug in. The approval step is the one part I won't automate.
Just Samuel retweeted
We’re excited to announce our new CapCut plugin is coming soon to @ChatGPT at CapCutWorldLA.
The plugin brings CapCut's video editing and generation tools alongside ChatGPT. You can start with an idea in ChatGPT, bring it to life with the CapCut plugin right inside ChatGPT, then take your draft video to CapCut's web editor to refine, share and publish.
By bringing the CapCut product you already love and use in ChatGPT, we're making content creation more seamless and efficient.
Just Samuel retweeted
$52M seed round. 15M+ users. But this is what we're most proud of yet.
Introducing Drama 3: the most emotive and controllable TTS model in the world
And yes, it's open-weight.
You can now control how even a single word should sound, change its tone, and shift your voice mid-sentence.
Uncle Roger was impressed too.
Try it here:
s.fish.audio/rqh0l8
Comment “DRAMA” within the next 48 hours for 1 month free.
If you're an enterprise your first month is on us:
s.fish.audio/qz9r0t
Dots keeps getting better. For the first time, I’m experiencing an AI that truly takes initiative. It surprises me every day by getting work done without me even asking.
I run the same usual workflow today and gpt 6.1 sol has been significantly slow today. hmm.. is it me or?
amazing!
Introducing Griffin, the first model to pass the video Turing test.
48% of people who talked to it live thought it was a real human. Previous systems have had a pass rate <3%. It is #1 on NVIDIA's benchmark for full-duplex AI video.
It’s the first Human Interaction Model (HIM).
Readers added context they thought people might want to know
The 48% figure and "video Turing test" claim are from Tavus's own study of 54 one-minute calls, not independently verified or using a standard protocol. Griffin-Lite leads NVIDIA's VideoFDB benchmark on their public leaderboard.
cellcog.ai/blog/tavus-gri…
research.nvidia.com/labs/amri/proj…
tech-ish.com/2026/10/02/tav…
Just Samuel retweeted
Yesterday at the White House, leaders from across our industry came together to sign the White House Accord on Super Intelligence.
The principle is simple: the companies building this technology have the primary responsibility to develop and deploy it safely, and to be accountable when they fall short.
The Accord reinforces that responsibility with robust internal controls, independent external evaluation, and board level oversight.
Super Intelligence offers an extraordinary opportunity to advance discovery, productivity, security, health, and prosperity.
The future of Super Intelligence will be shaped not only by what it can do, but by the confidence it earns. By building with ambition, rigor, and responsibility, we can help ensure this extraordinary technology expands opportunity and improves lives for generations to come.
AI can give you a very convincing answer. Full explanation, neat bullet points, even links.
Still worth asking: does the source actually say that? 😅
Try asking it to separate:
• what the sources support
• what it’s inferring
• what it couldn’t verify
Then open the links yourself. Asking AI to check itself is useful, but it can repeat the same mistake.
The diagram below is a simple way to think about it.
🤖 Made with AI
By far the best comprehensive video guide about Codex! Love it!
GPT-6 Astra is by far the best inside Codex.
& this is THE Complete Beginners Guide to Codex.
The 28 things you need to know about Codex and GPT-6 to start using it for knowledge work and coding work.
My goal with this video: give you one guide you can send to anyone on your team so they can get comfortable with Codex, understand what’s possible, and start finding ways to use AI in your business.
00:00 Intro
01:15 The Codex Platform
02:02 Downloading Codex (ChatGPT Desktop)
03:25 1. Codex Is the App, GPT-6 Is the Model
06:10 2. Build Any App
10:32 3. Host Sites with GPT Sites
18:12 4A. Building Desktop App
21:33 4B. Building an iOS app
24:09 5. Built-In Web Browser
32:27 6. Create Any Document
35:00 7. Annotation Mode
38:41 8. Production-Ready Apps
44:29 9. Chats & Projects
48:54 10. Multitasking
50:09 10B Side Chat
51:13 11. Sections
54:27 12. Connect Every App (Plugins)
01:03:17 13. Ask Codex What to Work On
01:05:39 14. Blender & 3D Assets
01:08:25 15. Video Games
01:09:24 16. Interactive Learning Websites
01:13:12 17. Scheduled Tasks
01:16:19 18. Email & iMessage
01:18:56 19. Skills
01:22:54 20. Record and Replay
01:26:45 21. External APIs in Skills
01:30:00 22. Video Understanding Skill
01:35:51 23. Inline Charts
01:38:03 24. Control Codex from Your Phone
01:42:49 25. Generate & Edit Images
01:45:17 26. Sub-Agents
01:48:09 27. Computer Use
01:49:35 28. Whatever You Want



















