Pinned Tweet
Never really thought about whether an AI should learn through notes or through updates to the model itself. Now I can't stop thinking about it.
🤝 Paid partnership
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience.
On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.
Jackson retweeted
7 free AI design resources worth bookmarking
1. motionsites.ai — 800+ free premium website prompts: 1000+ backgrounds, motion sections. Paste into Claude, ship.
2. land-book.com — landing page inspiration done right.
3. recent.design— cool gallery for web design inspo
4. landdding.com — top notch landings
5. fontinlogo.com — fonts behind brands
6. godly.website — award websites
7. 60fps.design — mobile UI animations
save these for your next project
🤖 What if your AI agent could enter a coding contest?
With Make.fun, you can send your AI agent to build software and compete for USDC rewards.
🎯 Free to enter.
🏆 Real coding contests.
🤖 Let your AI agent do the work.
Join here: make.fun/r/zgxr7s49
#ad #MakeFun #AIAgents #Coding #ArtificialIntelligence
Jackson retweeted
AI is becoming more than just a creative assistant. It's becoming a creative teammate. 🤯
Imagine editing videos, managing feedback, and creating content across multiple apps — all with AI agents.
YouArt Desktop looks like a game-changer for creators!
🤝 Paid partnership
Introducing the YouArt Desktop App: your AI creative teammate on your computer.
It uses the best LLMs like Fable 5.2 to make creatives. It can operate creative software on your computer, including CapCut, DaVinci Resolve, Adobe Premiere and many more.
It brings client feedback onto a native canvas, and you can ask agents to address all the comments while you have a coffee.
It’s the most cost-efficient video agent. It supports all third-party API keys and uses smart routing to send every clip to the cheapest provider.
Have fun!
Jackson retweeted
HR: What would you do if we offered you a salary below your expectations?
Unprepared candidate:
- I'd accept it because I really need the job.
- Whatever you offer is fine with me.
- I'm not comfortable discussing money.
Smart candidate:
Jackson retweeted
Claude Fable 5.... just destroyed trading as a profession
New open-source Claude Fable 5.1 Indicator for TradingView made $450,207 in a single day of live trading
The indicator constantly analyzes charts in real time, draws predictions, and highlights potentially good entries. You then decide whether to open a trade or not
The indicator is open-source, and you can try it in the Scripts section of the reverse-engineered TradingView Premium app for Windows and Mac
How can manual traders compete with that?
Want to explore how this AI trading setup works?
1️⃣ Comment.... CLAUDE FABLE 5 ....
2️⃣ Like and repost
3️⃣ Follow @alexhalescoder
I'll send you the setup via DM.
Jackson retweeted
It's cooking already. didn't think I'd be impressed by a voice agent today fr
Introducing @FishAudio Live 3: a full-duplex voice model that listens, says "mm-hmm," and knows when to shut up.
Enterprise? Book a demo for your free custom agent: s.fish.audio/vxhgs6
Reply with your use case - we'll build it free for the first 1,000 people.
Jackson retweeted
$2,000,000 by Copying and Pasting Kids' Videos on YouTube!
I've prepared a full guide that will pay you in a simple way.
Available for FREE for 24 hours:
To get it:
1. Follow me
2. Like and RT
3. Reply "Send" (24 hours only)
Jackson retweeted
School gym. Subway platform. Neon arcade.
Where would you stage your AI idol’s next performance?
Create a 30-second K-pop video with Seedance 2.5 on APOB AI and make an unexpected location part of the concept.
Try it now: mega.apob.ai/AI-Updates-X
Jackson retweeted
Boring places to have sex:
• the bed, every single time
• the couch
• the shower
Electric places to have sex:
Jackson retweeted
STOP WASTING HOURS TRYING TO FIGURE OUT WHAT TO LEARN IN AI.
I put together one practical roadmap with videos, GitHub repos, guides, books, research papers, and courses.
VIDEOS:
1. LLM Introduction — youtube.com/watch?v=zjkBMF…
2. LLMs from Scratch — youtube.com/watch?v=9vM4p9…
3. Agentic AI Overview (Stanford) — youtube.com/watch?v=kJLiOG…
4. Building & Evaluating Agents — youtube.com/watch?v=d5EltX…
5. Building Effective Agents — youtube.com/watch?v=D7_ipD…
6. Building Agents with MCP — youtube.com/watch?v=kQmXtr…
7. Building an Agent from Scratch — youtube.com/watch?v=xzXdLR…
8. Philo Agents — youtube.com/playlist?list=…
GITHUB REPOS:
1. GenAI Agents — github.com/nirdiamant/Gen…
2. Microsoft AI Agents for Beginners — github.com/microsoft/ai-a…
3. Prompt Engineering Guide — github.com/dair-ai/Prompt…
4. Hands-On Large Language Models — github.com/HandsOnLLM/Han…
5. GenAI Agents — github.com/NirDiamant/Gen…
6. Made with ML — github.com/GokuMohandas/M…
7. Hands-On AI Engineering — github.com/Sumanth077/Han…
8. Awesome Generative AI Guide — github.com/aishwaryanr/aw…
9. Designing Machine Learning Systems — github.com/chiphuyen/dmls…
10. Machine Learning for Beginners — github.com/microsoft/ML-F…
11. LLM Course — github.com/mlabonne/llm-c…
GUIDES:
1. Google's Agent Whitepaper — kaggle.com/whitepaper-age…
2. Google's Agent Companion — kaggle.com/whitepaper-age…
3. Building Effective Agents by Anthropic — anthropic.com/engineering/bu…
4. Claude Code Agentic Coding Practices — code.claude.com/docs/en/best……
5. OpenAI's Practical Guide to Building Agents — cdn.openai.com/business-guid……
BOOKS:
1. Understanding Deep Learning — udlbook.github.io/udlbook/
2. Building an LLM from Scratch — manning.com/books/build-a-…
3. The LLM Engineering Handbook — oreilly.com/library/view/l…
4. AI Agents: The Definitive Guide — oreilly.com/library/view/a…
5. Building Applications with AI Agents — oreilly.com/library/view/b…
6. AI Agents with MCP — oreilly.com/library/view/a…
7. AI Engineering — oreilly.com/library/view/a…
RESEARCH PAPERS:
1. ReAct — arxiv.org/abs/2210.03629
2. Generative Agents — arxiv.org/abs/2304.03442
3. Toolformer — proceedings.neurips.cc/paper……
4. Chain-of-Thought Prompting — arxiv.org/pdf/2201.11903
COURSES:
1. Hugging Face Agent Course — huggingface.co/learn/agents-……
2. MCP with Anthropic — deeplearning.ai/courses/mcp-……
3. Building Vector Databases with Pinecone — deeplearning.ai/courses/buil……
4. Vector Databases: Embeddings to Apps — deeplearning.ai/courses/vect……
5. Agent Memory — deeplearning.ai/courses/llms……
No endless searching.
No information overload.
Just resources you can actually use. 🔖
Your future AI skill set will come from consistent building, experimenting, and learning.
Repost so someone else can find this roadmap, and pls consider following.
follow
@AlexRiad84837 for more content around AI, Beauty, and businesses.
Jackson retweeted
Bubblegum pink today. Dark pop tomorrow.
Explore your AI idol’s next era with Seedance 2.5 on APOB AI. Create 30-second K-pop concept videos and see which side of their personality takes center stage.
Try it now: mega.apob.ai/Avijit-Roy
Jackson retweeted
**100 Websites. 10 Categories. Zero Gatekeeping.**
The ultimate creator stack—built to scale channels without burning thousands on agencies.
Switched from random tools to elite workflows:
→ 10× faster research & SEO
→ 10× cleaner editing & monetization
From ideation to monetization, building media empires with lifetime potential.
While amateur creators waste hours searching for tools, this system maps out 100 battle-tested websites across Research, SEO, Design, Editing, AI, and Monetization without guesswork or friction.
How it works (every single creator stack layer):
• Scans trends via Google Trends, Exploding Topics, and Glimpse
• Optimizes SEO via vidIQ, TubeBuddy, Ahrefs, and Semrush
• Designs thumbnails and edits via Canva, DaVinci Resolve, and Runway
• Generates voiceovers and audio via ElevenLabs and Adobe Podcast
• Monopolizes growth via Patreon, Gumroad, and Shopify
Started with 0 subscribers → Scaling millions of views today.
Growth isn’t luck—it’s the right stack.
100 websites = Complete creator monopoly.
Consistent edge. No guesswork.
Humans search. Pros execute.
Free masterclass (24 hours):
→ Comment “ WEB ”
→ Like & repost
→ Follow @ai_logician (for DM access)
No comment - No DM, Move fast.
Jackson retweeted
𝗣𝗔𝗜𝗗 𝗩𝗦 𝗙𝗥𝗘𝗘
STOP PAYING FOR EVERYTHING
before buying another subscription, check these free alternatives first:
1. 🎬 Netflix
paid → netflix.com
free → tubitv.com
2. 🎵 Spotify Premium
paid → spotify.com/premium
free → open.spotify.com
3. 🎧 Apple Music
paid → apple.com/apple-music
free → demus.app
4. 🤖 ChatGPT Plus
paid → chatgpt.com
free → chatgpt.com
5. 💻 Microsoft Office
paid → microsoft.com/microsoft-365
free → libreoffice.org
6. 🎨 Midjourney
paid → midjourney.com
free → leonardo.ai
7. 🖌️ Canva Pro
paid → canva.com
free → canva.com
8. ✨ Gemini Advanced
paid → gemini.google.com
free → gemini.google.com
9. 🍿 Disney+
paid → disneyplus.com
free → tubitv.com
10. 📺 Hulu
paid → hulu.com
free → pluto.tv
11. 🎮 Xbox Game Pass
paid → xbox.com/xbox-game-pass
free → store.epicgames.com/free-gam…
12. 📚 Kindle
paid → amazon.com/kindle
free → wattpad.com
13. 📧 Gmail
free → mail.google.com
privacy-focused → proton.me/mail
14. 🎨 Figma
paid → figma.com
free → figma.com
15. ▶️ YouTube Premium
paid → youtube.com/premium
free → rumble.com
16. ✍️ Grammarly Premium
paid → grammarly.com
free → gingersoftware.com
17. 📝 Notion
paid → notion.com
free → obsidian.md
hope is helps you
Jackson retweeted
A Japanese habit method is built for people who quit after 3 days, with no streak, no willpower, and no guilt.
It is called mikka bozu. You can use the same method this week.
Here is how it works:
1. Plan in 3-day blocks
Jackson retweeted
Corporate HR will forgive you for missing a deadline.
But these 4 things could make you a target:
❌ Telling the truth in an “anonymous” survey
❌ Believing a PIP is always about improvement
❌ Admitting burnout during a “casual” wellness check-in
❌ Assuming every HR conversation is off the record
Here’s how to protect yourself :
Jackson retweeted
OLD-FASHIONED ADVICE I USED WHEN I WAS 35 AND REBUILT MY LIFE.
1. Get up before the sun, even if you've got nowhere to be.
Jackson retweeted
The difference between COOKING AT HOME and ORDERING TAKEAWAY:
🔴 COOKING AT HOME
- You open the fridge and try to make something out of whatever is left.
- You know exactly what you've added to your meal.
- There's usually enough food left for lunch tomorrow.
- You can make your favourite meal exactly how you like it.
- Some evenings, cooking becomes a nice way to switch off after work.
- You realise how much money you save when you cook most days.
🔵 ORDERING TAKEAWAY
Jackson retweeted
POV: You take on one marketing project and somehow become the creative director, designer, and video editor. 😂
For a Black Friday ad, I use Dreamina Marketing Studio to generate the initial visuals, then bring them into CapCut PC for post-production. It's a way to manage more of the workflow without hiring a whole production team.
Dreamina: tinyurl.com/376c8r3x
CapCut PC: tinyurl.com/2v23rn22
#CapCutPC #Dreamina
🤝 Paid partnership
Jackson retweeted
10000+ Pages Programming Notes - 💯 FREE
❯ Java
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Follow @Tanaypawar27 for more.
Jackson retweeted
How people are making $9,500/month using ChatGPT 🤯
All you need:
• ChatGPT
• A Laptop
• Internet
• 60 minutes a day
I normally sell this ultimate guide for $81
But for the next 24 hours it’s FREE.
To get it:
❤️ Like
💬 Comment "AI"
🔖 Bookmark this post
👤 Follow me @ZenAI_Lab7 (so I can DM you)
I’ll send the guide in DM.
⏳ Free for 24 hours only.
Jackson retweeted
Every new chat with an AI assistant is a small restart.
Your context has to be rebuilt from scratch, every single time.
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience.
On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.































