The AI Burrow 🐰🕳️
I tried Karpathy’s llm-wiki on my own saved PDFs, and the hardest part wasn’t the model. It was getting the workflow to fit how I actually consume information. Original idea: https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f https://x.com…
We live in exciting times. Built myself a 3rd reiteration of my second brain 🧠 Turning years of scattered thoughts/unread books, links, articles into a wiki that actually teaches itself. The more raw data I feed it, the more it self improves, finding connections between my interests that I never even noticed.
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https://luma.com/srcfgry1
Grab is open in up their grabmaps API and inviting people to tinker with it in a one day
- early access to build with tools nobody else has yet.
- elevated API credits, hands-on support from grab engineers,
- 7 hours of hacking time, and over $6,000 in prizes.
three tracks:
- intelligent mobility - dynamic routing, real-time delivery, ETA tools
-discover the city - hyperlocal recs, social maps, curated experiences
- smarter places trending locations, richer POl data, activity visualisation.
all skill levels welcome
Anyone here keen?
Grab is open in up their grabmaps API and inviting people to tinker with it in a one day
- early access to build with tools nobody else has yet.
- elevated API credits, hands-on support from grab engineers,
- 7 hours of hacking time, and over $6,000 in prizes.
three tracks:
- intelligent mobility - dynamic routing, real-time delivery, ETA tools
-discover the city - hyperlocal recs, social maps, curated experiences
- smarter places trending locations, richer POl data, activity visualisation.
all skill levels welcome
Anyone here keen?
❤1
My Recap from Carousell’s Agentic @ Work
Went to a small but packed meetup last night with practitioners who are actually shipping AI in production. A few things stuck with me.
Airwallex (Global fintech company) These guys have gone all in on AI.
• Their Engineers no longer write code, they supervise AI agents now. They have integrated Claude into their own company LLM and use it for their entire workflow
Their agent reads the brief, writes the code, opens the pull request.
One interesting takeaway was that in the future, your Token usage will show up in performance reviews
GovTech / Career Kaki
Singapore’s government tech team building for everyday Singaporeans.
- AI career coach, log in with Singpass and it already knows your background, connected to OpenAI/Gemini
The problem they’re really solving: most people don’t seek career help until it’s too late.
The theme across every talk was the same. AI isn’t coming. It’s already inside how teams operate. The gap between companies using AI and those still thinking about it is widening fast.
Went to a small but packed meetup last night with practitioners who are actually shipping AI in production. A few things stuck with me.
Airwallex (Global fintech company) These guys have gone all in on AI.
• Their Engineers no longer write code, they supervise AI agents now. They have integrated Claude into their own company LLM and use it for their entire workflow
Their agent reads the brief, writes the code, opens the pull request.
One interesting takeaway was that in the future, your Token usage will show up in performance reviews
GovTech / Career Kaki
Singapore’s government tech team building for everyday Singaporeans.
- AI career coach, log in with Singpass and it already knows your background, connected to OpenAI/Gemini
The problem they’re really solving: most people don’t seek career help until it’s too late.
The theme across every talk was the same. AI isn’t coming. It’s already inside how teams operate. The gap between companies using AI and those still thinking about it is widening fast.
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Enjoy the $20 - $200 all you can use monthly subscrptions while you can …
Anthropic cutting off OpenClaw access is an early warning sign that the $200/month Claude Max and ChatGPT Pro “unlimited” plans won’t last.
TLDR: The economics don’t work, Intelligence/Compute will get more expensive.
I foresee by the end of year $100/month subscriptions being the baseline norm for these SOTA models.
https://creatoreconomy.so/p/the-all-you-can-use-ai-subscription
Anthropic cutting off OpenClaw access is an early warning sign that the $200/month Claude Max and ChatGPT Pro “unlimited” plans won’t last.
TLDR: The economics don’t work, Intelligence/Compute will get more expensive.
I foresee by the end of year $100/month subscriptions being the baseline norm for these SOTA models.
https://creatoreconomy.so/p/the-all-you-can-use-ai-subscription
creatoreconomy.so
The All-You-Can-Use AI Subscription Won't Last Forever
Thoughts on the Anthropic and OpenClaw drama, running local models, and what I learned about AI on the ground in China
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https://x.com/basedonex/status/2042546883411779841?s=46
PSA: CLAUDE MAX / CHATGPT PRO REBATES
If you are not a Singapore citizen/from any of the non-excluded country list, you can use the based card to get free ChatGPT/Claude Max sub (up to $100usd) rebated on the based gold card.
PSA: CLAUDE MAX / CHATGPT PRO REBATES
If you are not a Singapore citizen/from any of the non-excluded country list, you can use the based card to get free ChatGPT/Claude Max sub (up to $100usd) rebated on the based gold card.
X (formerly Twitter)
Based (@BasedOneX) on X
Your Claude and OpenAI subscriptions are now free on Based Cards.
Gold Card holders get a free ChatGPT Pro or Claude Max plan every month, up to $100 rebated. HYPE Card holders get $10 rebated on the same spend.
The tools you already pay for, auto-credited…
Gold Card holders get a free ChatGPT Pro or Claude Max plan every month, up to $100 rebated. HYPE Card holders get $10 rebated on the same spend.
The tools you already pay for, auto-credited…
Good read, especially with all the AI stimuli.
Spoke to some friends who feel they are very left behind because of how fast things are. The reality is still we are in an echo chamber. The masses still have not caught on yet. We think we are lagging behind because of the algo we are being fed.
Modern life feels dull because our brains are getting trained by “superstimuli” - social media, hyper-edited content, instant novelty, vanity metrics, junk food, etc. These hit our reward systems harder than normal reality, so ordinary life starts to feel flat.
The key point: the issue isn’t just “too much dopamine,” but that our baseline expectation for stimulation gets pushed so high that real life can’t compete.
TLDR:
If you want life to feel more real again:
- reduce engineered stimulation
- lower your baseline
- spend more time in lower-stimulation states
- stop judging real life against optimized digital experiences
https://x.com/thedarshakrana/status/2042643388642791893?s=46
Spoke to some friends who feel they are very left behind because of how fast things are. The reality is still we are in an echo chamber. The masses still have not caught on yet. We think we are lagging behind because of the algo we are being fed.
Modern life feels dull because our brains are getting trained by “superstimuli” - social media, hyper-edited content, instant novelty, vanity metrics, junk food, etc. These hit our reward systems harder than normal reality, so ordinary life starts to feel flat.
The key point: the issue isn’t just “too much dopamine,” but that our baseline expectation for stimulation gets pushed so high that real life can’t compete.
TLDR:
If you want life to feel more real again:
- reduce engineered stimulation
- lower your baseline
- spend more time in lower-stimulation states
- stop judging real life against optimized digital experiences
https://x.com/thedarshakrana/status/2042643388642791893?s=46
X (formerly Twitter)
Darshak Rana ⚡️ (@thedarshakrana) on X
How To Make Life Feel "Real" Again
China’s Ministry of Education has launched a comprehensive initiative to integrate AI throughout the national education system, spanning from K-12 to university levels.
Under this plan, AI will become a mandatory public course for college students, complemented by cross-disciplinary curricula at all grade levels.
The Ministry aims to establish a fully realized AI education framework by 2030.
Under this plan, AI will become a mandatory public course for college students, complemented by cross-disciplinary curricula at all grade levels.
The Ministry aims to establish a fully realized AI education framework by 2030.
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The AI Burrow 🐰🕳️
Claude Opus has been nerfed. recently hallucination score have put it its accuracy from 83.3% in the past to 68.3% (in april)
I heard a fix for this is use “/effort max” everytime you start a new session, otherwise it’ll just auto reset to “high” or edit your settings.json
Helped a couple troubleshoot their OpenClaw setup today. Nothing beats seeing those happy, excited faces when they birth their Openclaw 🦞🦞
The first pilot gave us some great data on the friction points, so we've refined the whole workflow for the next round.
Catch the next workshop on
28 April if you need some guidance to create your first AI employee!
https://luma.com/htvx3vuo
The first pilot gave us some great data on the friction points, so we've refined the whole workflow for the next round.
Catch the next workshop on
28 April if you need some guidance to create your first AI employee!
https://luma.com/htvx3vuo
❤7
Save this list down and install these skills for Claude to help you cut down on token usage
👇👇👇
1) Plugins / Skills (extend what Claude can do)
👉 https://github.com/obra/superpowers-lab
Based off the OG superpowers skills, this one adds more experimental features to also help you cut down on token usage
2) Memory (Claude remembers things for you)
👉 https://github.com/thedotmack/claude-mem
Think of this like giving Claude a brain that doesn’t reset every time.
Instead of re-explaining your project, style, or preferences every session… it remembers.
⸻
3) Context Manager (only show Claude what matters)
👉 https://github.com/Sceleratis/claude-code-stuff/tree/main/plugins/context-manager
Right now, most people dump everything into Claude. This tool filters and feeds only the relevant parts.
⸻
4) Smart Search (Claude can “look up” your code instead of loading all of it)
👉 https://github.com/danielbowne/claude-context
Rather than loading your whole project into memory, Claude searches and pulls only what’s relevant.
👇👇👇
1) Plugins / Skills (extend what Claude can do)
👉 https://github.com/obra/superpowers-lab
Based off the OG superpowers skills, this one adds more experimental features to also help you cut down on token usage
2) Memory (Claude remembers things for you)
👉 https://github.com/thedotmack/claude-mem
Think of this like giving Claude a brain that doesn’t reset every time.
Instead of re-explaining your project, style, or preferences every session… it remembers.
⸻
3) Context Manager (only show Claude what matters)
👉 https://github.com/Sceleratis/claude-code-stuff/tree/main/plugins/context-manager
Right now, most people dump everything into Claude. This tool filters and feeds only the relevant parts.
⸻
4) Smart Search (Claude can “look up” your code instead of loading all of it)
👉 https://github.com/danielbowne/claude-context
Rather than loading your whole project into memory, Claude searches and pulls only what’s relevant.
GitHub
GitHub - obra/superpowers-lab: Experimental skills for Claude Code Superpowers - new techniques and tools
Experimental skills for Claude Code Superpowers - new techniques and tools - obra/superpowers-lab
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Finally wrote something long-form
First Substack post is up - ParentOS.
It's about using agentic AI for young families: inbox aggregators that catch school logistics before they become arguments, educational agents with guardrails that actually hold, and why you should never build this on an app someone else controls.
Born out of a YouTube Kids incident that happened last weekend.
https://hosanxiv.substack.com/p/parentos-an-idea-i-cant-stop-thinking
First Substack post is up - ParentOS.
It's about using agentic AI for young families: inbox aggregators that catch school logistics before they become arguments, educational agents with guardrails that actually hold, and why you should never build this on an app someone else controls.
Born out of a YouTube Kids incident that happened last weekend.
https://hosanxiv.substack.com/p/parentos-an-idea-i-cant-stop-thinking
Substack
ParentOS: An Idea I Can’t Stop Thinking About
Ideas on Agentic AI for Families with Kids
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Google is developing a Claude cowork competitor. Will be interesting to see how they catch up
https://www.timesofai.com/news/googles-vision-for-an-autonomous-ai-agent/
https://www.timesofai.com/news/googles-vision-for-an-autonomous-ai-agent/
Telegram now allows your main bot to manage other bots! Goodbye botfather.
- Faster setup (no manual BotFather steps)
- Easier to run multiple bots (one per agent, strategy, or use case)
- Cleaner scaling if you’re running a lot of bots
Check it out here:
https://core.telegram.org/bots/features#managed-bots
- Faster setup (no manual BotFather steps)
- Easier to run multiple bots (one per agent, strategy, or use case)
- Cleaner scaling if you’re running a lot of bots
Check it out here:
https://core.telegram.org/bots/features#managed-bots
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