From proposing hypotheses to designing experiments, AI agents are starting to reshape scientific discovery. But the hardest part is testing these ideas in the real world.
Our essay explores the growing validation bottleneck and outlines four priorities for policymakers and funders. → https://t.co/biz1QlHNtm
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
In 45 minutes she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run.
Worth more than any paid course you'll find on building agents.
Watch the session, then read the guide on building loops below.
6 months of Claude Max 20x, on us.
We're expanding Claude for Open Source to more of the community.
If you're a maintainer, a core contributor, someone landing PRs across the ecosystem, or someone keeping a critical package alive, apply today!
Anthropic Managed Agents Lead:
"At Anthropic, >90% of our engineers are building with self-improving loops. In 4-6 months, it will be 100%.
my agentic loops can run for hours without spending hundreds of dollars."
in this 40-minute podcast, an Anthropic team lead reveals how to build effective agents from scratch.
Agent → harness → loops → memory = modern agent
This one video will replace 10 paid courses on vibe-coding.
Watch it today, then explore the same setup in the article below.
Here's our new, tiniest model: LFM2.5-230M! 🥳
We went even smaller to power ultra-low latency use cases like e-commerce and robotics.
Here's a demo of LFM2.5-230M running on a Unitree G1, decomposing user prompts into a sequence of tool calls.
Available today on @huggingface!
Your sons have come from afar indeed. I’ve learnt a lot from him and it’s only fair that I recommend listening to him to others that perhaps need guidance and are open to learning.
https://t.co/hCWMWEKPEs
Happy birthday Apostle Joshua Selman #AJS
CELEBRATING A FATHER, A VOICE, A GIFT TO OUR GENERATION — HAPPY BIRTHDAY APOSTLE JOSHUA SELMAN
"I have found Joshua My servant; with My holy oil have I anointed him." Psalm 89:20
Today, we celebrate our dear father and mentor, whose "yes" to the Lord has become a doorway through which countless souls have encountered Christ, been transformed, and received light. We honour not just your birth, but your obedience. Not just your impact, but your consistency. Not just your ministry, but your unwavering devotion to revealing Jesus Christ and bringing Him glory.
Through your teachings, many have found language for their destinies. Through your support and prayers, many have found the strength to keep believing. Through your example, many have discovered that intimacy with God is not a myth, but a possibility.
You have taught us the way to love and shown us what true greatness in the Kingdom looks like. You have taught us to pursue Jesus above all else, to value Christ-like character above charisma, and to contend for deeper dimensions of spiritual growth and maturity.
The countless souls saved, lives touched, destinies aligned, families restored, leaders raised, and altars rekindled through Koinonia stand as living proof that one yielded life can become a blessing to nations.
Thank you for remaining faithful to the call.
Thank you for teaching us the ways of God.
Thank you for carrying the burdens of many with grace and compassion
Thank you for being a voice of hope, faith, and light in our time.
Thank you for demonstrating that a man can walk with God, remain yielded to Him, and finish strong.
As we honour you on this special day, we pray that the God whom you have served so faithfully will continue to strengthen you, enlarge your influence for His glory, multiply His grace upon your life, and reward every sacrifice made in devotion to His purposes.
May your latter days be greater than your former. May the oil upon your life never cease. May your voice continue to echo across nations. May kings and generations yet unborn rise and call you blessed. May the impact of your life continue to bear fruit for eternity.
Happy Birthday, Apostle Joshua Selman.
We love you deeply, we honour you dearly, and we celebrate you joyfully.
— From all of us at Koinonia Global.
#AJSBirthday2026
#CelebratingAJS2026
#ApostleJoshuaSelman
#KoinoniaGlobal
CELEBRATING A FATHER, A VOICE, A GIFT TO OUR GENERATION — HAPPY BIRTHDAY APOSTLE JOSHUA SELMAN
"I have found Joshua My servant; with My holy oil have I anointed him." Psalm 89:20
Today, we celebrate our dear father and mentor, whose "yes" to the Lord has become a doorway through which countless souls have encountered Christ, been transformed, and received light. We honour not just your birth, but your obedience. Not just your impact, but your consistency. Not just your ministry, but your unwavering devotion to revealing Jesus Christ and bringing Him glory.
Through your teachings, many have found language for their destinies. Through your support and prayers, many have found the strength to keep believing. Through your example, many have discovered that intimacy with God is not a myth, but a possibility.
You have taught us the way to love and shown us what true greatness in the Kingdom looks like. You have taught us to pursue Jesus above all else, to value Christ-like character above charisma, and to contend for deeper dimensions of spiritual growth and maturity.
The countless souls saved, lives touched, destinies aligned, families restored, leaders raised, and altars rekindled through Koinonia stand as living proof that one yielded life can become a blessing to nations.
Thank you for remaining faithful to the call.
Thank you for teaching us the ways of God.
Thank you for carrying the burdens of many with grace and compassion
Thank you for being a voice of hope, faith, and light in our time.
Thank you for demonstrating that a man can walk with God, remain yielded to Him, and finish strong.
As we honour you on this special day, we pray that the God whom you have served so faithfully will continue to strengthen you, enlarge your influence for His glory, multiply His grace upon your life, and reward every sacrifice made in devotion to His purposes.
May your latter days be greater than your former. May the oil upon your life never cease. May your voice continue to echo across nations. May kings and generations yet unborn rise and call you blessed. May the impact of your life continue to bear fruit for eternity.
Happy Birthday, Apostle Joshua Selman.
We love you deeply, we honour you dearly, and we celebrate you joyfully.
— From all of us at Koinonia Global.
#AJSBirthday2026
#CelebratingAJS2026
#ApostleJoshuaSelman
#KoinoniaGlobal
1st of July to the 7th of July. We will be seating at the Lord’s table to learn of Him
The Tabernacle of David is being rebuilt & True Worship is being restored
God has prepared His vessels. Join us 9pm(wat) on YouTube and Instagram!
RESTORING THE ORDER! kindly spread the news
Google Brain founder, Andrew Ng:
"100% of my tasks are done by ai agents, self-improving loops are next.
Give it 3-6 months and prompting is gone."
31 minutes of clear explanation on building self-improving agents from scratch.
Worth more than any $500 agentic course.
Watch it, then read the full guide on loops below.
Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code. Just exactly what you want to see.
@eddiejiao_obj, @drewocarr and I built a prototype to see how this could actually work, and set out to make it real. We're calling it Flipbook. (1/5)
Instead of just watching an hour of Netflix, why not dive into this 2-hour Stanford lecture on AI careers? It’s packed with insights that could give you a real edge in the AI race, more than all the AI content you’ve seen this year.
fuck me china just launched the 1st AI model that autonomously built itself... and its as good as claude opus 4.6 and gpt-5.4
- minimax M2.7 trained itself through 100+ rounds of autonomous self-improvement. 30% gain. No humans involved - what the actual f*ck
- model now handles 30-50% of the AI lab's OWN AI research
- beats gemini 3.1 at coding and pretty much matches opus 4.6 + gpt 5.4 😶 (china used to lag now they match
- doesn't require crazy hardware to run (single a30 gpu)
- absolutely CRUSHES tasks: financial modelling, coding, openclaw - one-shotted
the chinese have officially caught up. self-improving ai is a real thing.
all researchers did was set an objective and the model figured the rest out.
i wasn't expecting this from minimax. im now wondering wtf deepseek is going to be like.
I am honoured to have been appointed to the United Nations, @UN International Independent Scientific Panel on AI.
I look forward to working alongside global experts to advance scientific understanding and support evidence-informed international deliberations on AI.