Success is a very narrow line and very unlikely. So, the probability that you are going to stumble on it randomly is 0. With that being said, success stems from a calculated decision on your part, every single day.
Fable 5 is the biggest step up I’ve felt in our models since Opus 4.5 back in November. After 4.5 came out I uninstalled my IDE when I realized that I’d been doing 100% of my coding in a terminal for a few weeks. With Fable, it’s felt like Claude has stepped up from being a coding agent to a thought and design partner in building the product. Fable has judgement, taste, and dimensionality in a way that previous models didn’t, leading me to trust it more with the most complex work.
I think the first time I had this realization was when I asked Fable to debug something. It is the first model I have used that was so methodical and precise, taking measurements and adding logs then verifying that it truly fixed the issue before declaring victory.
There’s nothing in claude code’s prompting telling the model to do that, it’s just part of its personality. It really has this “big model smell” that I haven’t felt before.
Introducing Claude Fable 5: a Mythos-class model that we’ve made safe for general use.
Its capabilities exceed those of any model we’ve ever made generally available.
Seeing a number of benchmarks showing Opus is the best model for long-running work.
Five tips for running Opus autonomously for hours/days:
1. Use auto mode for permissions, so Claude doesn’t ask for approval
2. Use dynamic workflows, to have Claude orchestrate hundreds/thousands of agents to get a task done
3. Use /goal or /loop, to nudge Claude to keep going until it’s done
4. Use Claude Code in the cloud, so you can close your laptop (easiest way is the desktop or mobile app)
5. Make sure Claude has a way to self-verify its work end to end: Claude in Chrome browser extension for web, iOS/Android sim MCP for mobile, a way to start the full web server or service for backend work
Workflows are the biggest upgrade to Claude Code’s capabilities since skills and subagents.
I dove deep into it with @sidbid to figure out best practices, examples and more. I’m particularly excited about the non-technical tasks it enables for Claude Code.
Anthropic engineer showed how one person can run 5 AI agents, that code, test, review, and deploy at the same time.
In 30 minutes they built the whole thing live in one session.
Here's what they cover:
> when to use one agent vs a full team
> how to split work so agents don't step on each other > the exact framework for deciding what each agent handles
that's exactly why, I put together a guide on building agent teams that actually work.
full guide in the article below 👇
Anthropic AI engineer just showed how to give AI agents real memory in 4 steps - and it changes everything
in 28 minutes he shows exactly how agents can remember across sessions, completely free
worth more than any $500 AI engineering course
here's what he covers:
• why agents forget everything between sessions
• memory stores - agents read, write across sessions
• dreaming - agents that improve their own memory
• 95% cache hit rate, so it stays cheap
most people are still copy-pasting context into every new chat - while the people who figured this out are building agents that get smarter every single night
watch full video then read article below
Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.
Anthropic just leaked their 2026 agent roadmap in 22 minutes.
Claude team walked through tools, memory, observability, and the things most builders are 12 months behind.
The last 3 minutes alone are worth the watch.
Watch it, then save the setup below 👇
New for financial services: ready-to-run Claude agent templates for building pitches, conducting valuation reviews, closing the books at month-end, and more.
Install them as plugins in Cowork and Claude Code, or use our cookbooks to run them in production as Managed Agents.
Introducing Claude Design by Anthropic Labs: make prototypes, slides, and one-pagers by talking to Claude.
Powered by Claude Opus 4.7, our most capable vision model. Available in research preview on the Pro, Max, Team, and Enterprise plans, rolling out throughout the day.
This 2 hour Stanford lecture will teach you more about how LLMs like ChatGPT & Claude are built than most people working at top AI companies learn in their entire careers.
Bookmark this & give 2 hours today, no matter what. It'll be the most productive thing you do this week.
This 1 hour podcast with the Head of Claude Code will teach you more about vibe-coding than 100 paid courses.
Bookmark this & give it 1 hour today. It's the best video about AI you'll watch this week. Then read the article below.
We're bringing the advisor strategy to the Claude Platform.
Pair Opus as an advisor with Sonnet or Haiku as an executor, and get near Opus-level intelligence in your agents at a fraction of the cost.
If today's your first time with Claude - or a friend's - thank you. Glad you're here.
Claude shines when it's building something with you. Download the desktop app, try Code or Cowork. Let it work across your files, your browser, your ideas: the things you wish you had time for, and the ones you don't.
Then tell us what you loved and what felt off. We want to build the best version of Claude for you.
https://t.co/hHH7bjSeQj
anthropic fucking killed it with this. so many people will start using claude.
new feature lets you import your *entire* memory from chatGPT, Gemini etc into Claude so it *instantly* knows everything about you. no more reminding claude who you are.
the best fucking part is it takes literally 60s:
- copy and paste the below prompt into your alternative AI (eg chatgpt)
- paste answer into claude’s “memory” settings and… you’re done.
- Claude immediately picks up from the last conversation you had with it in chatgpt!
the opportunity cost to switch to anthropic just went to zero - their app is currently #1 in the app store
Claude is #1 in the App Store today — I want to say a huge thank you to all of our new (and existing!) users for the support. We’re working hard for you, please share your thoughts and feedback along the way.
OpenAI has released the language in their contract with the DoW, and it's exactly as Anthropic was claiming: "legalese that would allow those safeguards to be disregarded at will".
Note: the first paragraph doesn't say "no autonomous weapons"! It says "AI can't control autonomous weapons as long as existing law (that doesn't exist) or the DoD says so."
Similarly, the mass surveillance use cases will "comply with existing law", but many forms of data collection that we'd consider "mass surveillance" are things that the NSA has consistently argued are legal under current law.
The CEO of a $380 billion AI company just went on national television and accused the White House of retaliation.
His company had been blacklisted hours earlier.
This is not about China or Russia.
This is about an American company built in San Francisco.
Serving the US military on its most classified networks.
The Pentagon blacklisted it anyway.
Anthropic, the company behind the AI model Claude had been working with the military for years.
First AI company on the classified cloud, deployed across intelligence agencies.
Integrated into Palantir's battlefield systems.
Then the Pentagon demanded full, unrestricted access.
Anthropic said it was fine with 99% of what the military wanted.
But it refused two things:
Mass surveillance of American citizens.
Fully autonomous weapons that kill without a human in the loop.
That's the entire disagreement.
Defense Secretary Pete Hegseth gave them a three day ultimatum.
Comply by Friday at 5:01 PM or face consequences.
Anthropic didn't comply.
Within hours, Hegseth designated Anthropic a "supply chain risk to national security."
A label reserved for foreign adversaries like Huawei and Kaspersky.
Never used against an American company.
Trump then ordered every federal agency in the country to stop using Anthropic's technology immediately.
Hours later, Dario Amodei sat down with CBS News for his first interview since the blacklisting.
He revealed the Pentagon had sent language that appeared to accept Anthropic's two red lines.
But was filled with loopholes like "if the Pentagon deems it appropriate."
He revealed uniformed military officers privately told him losing Claude would set the military back six to twelve months.
He revealed Anthropic offered to keep serving the military even after being blacklisted so troops wouldn't lose capability overnight.
The Pentagon refused.
The interviewer asked if this was an abuse of power.
Amodei wouldn't use those words. He used different ones.
"Retaliatory and punitive." Twice.
Then he revealed the entire blacklisting supply chain risk designation, the federal ban had not been formally transmitted through any legal channel.
It was announced on social media, labeled a national security threat via tweet.
Now here's the part that makes this look like a shakedown.
Hours after Anthropic was blacklisted, OpenAI announced a Pentagon deal to replace Claude in classified systems.
OpenAI's safety conditions? The same two red lines Anthropic had drawn.
No mass surveillance and no autonomous weapons.
The Pentagon accepted from OpenAI the exact terms it called "woke" when Anthropic proposed them.
Meanwhile, Elon Musk's xAI had already signed a deal to put Grok into classified networks.
One company says no and gets destroyed.
Two others say yes and get rewarded.
One is owned by a top presidential advisor.
Amodei closed the interview with a line that will be quoted for years:
"Disagreeing with the government is the most American thing in the world. And we are patriots."
Anthropic will challenge the designation in court.
This is no longer about AI safety policy.
This is about whether the US government can economically destroy any American company that tells it no.
And hand the contract to the president's allies the same afternoon.
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