Ary retweeted
The Apple Vision Pro is what you get when you have unlimited budget and engineering resources but forget to design from first principles.
Ary retweeted
Last year I thought Threads was an existential risk to X.
When Meta puts its full weight behind something -- by injecting the app into Instagram, it’s DEFCON 5:
You have to squeeze out every last drop of growth from all available surfaces to save the app.
However, I started to realize that the opposite was happening:
It was strengthening X.
If you look at any announcement by Zuck, you will see the most rude & toxic comments on the internet.
But when he makes those same announcements on X, people are thrilled about how he’s pushing humanity forward. X is a place where people are excited about the future, so it’s no surprise he and his top lieutenants are using it more than their own app.
Threads — and Bluesky — have effectively quarantined some of the worst people on the internet.
And so I had an epiphany: those apps are X’s anti-abuse systems.
Ary retweeted
The first nail in the coffin of the society. 2nd one was the introduction of social media.
Ary retweeted
Andrew Ng just dropped the best 2-hour course on Graph Engineering: from single agent to full automation
9:14 - your first agent
33:11 - loop engineering
1:02:46 - graph engineering
1:30:15 - agents that rewrite themselves
1:49:05 - full graph system
two hours, and it replaces every agent tutorial you bookmarked this year
Prompts → Agents → Loops → Graphs
most people will stop after the first agent and call it automation
he saves the last forty minutes for the graph that runs it without him
same model, same tokens, completely different week
watch it today
the step-by-step guide is below, save it while it is still early ↓
Ary retweeted
Feeling the AGI/ASI, few observations
1. Opus 5.5 really gives strong vibes of AGI (maybe not fully there, but we're very close, like 80%-90%).
For example, few breakthoughs in training humanoids are needed. We need to move this intelligence into physical world.
2. I don't think Anthropic has discovered any magical formula.
3. Which means, SpaceXAI, Google, and others will soon follow. This prediction is based on the amount of compute they already have + additional compute being added all the time.
4. Never was more confident that Anthropic, SpaceXAI, Google, OpenAI, likely Meta, basically all big US AGI labs will have proper AGI in 2027.
5. And from there we'll move quickly to ASI territory (likely also in 2027).
It looks like few GW of compute are enough for strong AGI, now imagine what we will able to do with 10-20GW of compute which are rapidly coming online.
And then with 100GW-200GW...
2027 will be an utterly insane year.
Ary retweeted
BREAKING:
Anthropic just dropped Opus 5.5—and it’s pulling some of our recent Codex converts back to Claude.
We’ve been testing it at @every across coding, design, writing, and knowledge work. It sometimes beats Fable 5.1 in our testing and is up to 40% cheaper than Opus 5.
It's a strong contender for new daily driver model:
It’s excellent at end-to-end builds that match your taste. I’ve started reaching for Opus over Fable on big, end-to-end coding projects. And @kieranklaassen is replacing Fable 5.1 with Opus for his day-to-day product work. He calls it his new favorite model.
It produces legible prose, but still trails Astra on writing tasks. Opus 5.5 scores a 68.42 on reading ease—the highest on any model we've tested. But in my writing benchmark tests it consistently buries the main point in intro paragraphs, and revisions. You'll be able to understand what this model is saying (yay!) but for day-to-day writing it's still behind.
The economics are striking. Anthropic says Opus 5.5 will cost $5 per million input tokens and $20 per million output tokens. That’s the same input price and 20% less for output than Opus 5’s $5/$25. Altogether it should save roughly 40% on costs than Opus 5.
It still has a “do the most” problem. @hammermt tested it on our standard knowledge work benchmarks, and it's results were great when thye came back. On at least one test it ran past the 10 minute time limit before delivering.
Net Result:
If you build apps and interfaces, try it. It’s become my go-to for ambitious coding projects. I’m still roughly 80/20 Codex versus Claude in day-to-day use, and I still prefer Sol and Astra for editing. But I’m spending far more of my tokens with Claude than I was a week ago.
State of Play:
Codex is still the better harness for me, but Anthropic is steadily gaining ground. They have a history of making their smaller models perform better than their bigger ones (Sonnet 3.7 for example) and they seem to have done the same with Opus 5.5.
Full vibe check will be on @every soon!

















