The Artist Litkina

This is f*cking insane. Demis Hassabis spent 16 years building DeepMind and won a Nobel Prize Last week, he packed what he knows about the next 5 years into one free 1-hour talk He explains who survives what's coming and who doesn't Chatbots → Agents → Workflows → Automated Departments → One-Person Companies One person who really understands AI will outperform an entire startup team People pay $15K for bootcamps that teach less than this You probably don't have 1 hour right now Don't let this disappear from your feed Bookmark it and watch it tonight Then read how to build agents that actually finish the job in the harness engineering guide below ↓

STOP WASTING HOURS TRYING TO LEARN REA. REA Team put together one practical roadmap with tutorials, real investigations, GitHub repos, books, research papers and free courses. START HERE: 1. REA Official Repository github.com/morluto/rea 2. REA Official Website rea.tools 3. Installation & Agent Setup github.com/morluto/rea/blob/… 4. Your First REA Investigation rea.tools/first-investigatio… 5. REA Guides rea.tools/guides/ 6. Guided MCP Prompts github.com/morluto/rea/blob/… Install: npx rea-agents@latest setup WATCH & FOLLOW ALONG: 1. How To Use REA To Clone Any Software In Minutes — youtube.com/watch?v=FnB9tHKB… 2. REA + Pi Coding Agent Tutorial datacamp.com/tutorial/revers… 3. Ghidra Tutorial for Beginners youtube.com/watch?v=OFAxXXcL… 4. Frida for Android Reverse Engineering youtube.com/watch?v=GHh9P-Dy… 5. pwn.college Reverse Engineering pwn.college/intro-re-pwn~593… 6. Malware Unicorn RE101 malwareunicorn.org/workshops… REAL REA INVESTIGATIONS: 1. Notes Export rea.tools/first-investigatio… 2. Notion Clipboard rea.tools/showcase/notion/ 3. DX-Ball Reconstruction rea.tools/showcase/dx-ball/ 4. Aegis APK rea.tools/showcase/aegis/ 5. TH04 Bullet Patterns rea.tools/showcase/th04/ GITHUB REPOS: 1. REA github.com/morluto/rea 2. Awesome Reverse Engineering github.com/morluto/awesome-r… 3. REA Gems github.com/sqwu/rea-gems 4. Awesome Reverse-Engineered github.com/alexgaoth/awesome… 5. Ghidra github.com/NationalSecurityA… 6. JADX github.com/skylot/jadx 7. Frida github.com/frida/frida 8. ILSpy github.com/icsharpcode/ILSpy 9. x64dbg github.com/x64dbg/x64dbg BOOKS: 1. The Ghidra Book, 2nd Edition nostarch.com/ghidra-book-2e 2. Reverse Engineering for Beginners go.yurichev.com 3. Practical Binary Analysis nostarch.com/binaryanalysis/ 4. Practical Malware Analysis nostarch.com/malware 5. The Android Malware Handbook nostarch.com/androidmalwareh… 6. Reversing: Secrets of Reverse Engineering wiley.com/en-us/Reversing%3A… RESEARCH PAPERS: 1. LLM4Decompile arxiv.org/abs/2403.05286 2. AutoDecompiler arxiv.org/abs/2606.16162 3. SALT4Decompile arxiv.org/abs/2509.14646 4. Decomperson usenix.org/conference/usenix… 5. DIRTY usenix.org/system/files/sec2… 6. Automatically Attacking Software RE Agents arxiv.org/abs/2605.30667 7. Does Reverse Engineering Need a Bigger Model? rea.tools/blog/reverse-engin… FREE COURSES & PRACTICE: 1. OpenSecurityTraining2: x86-64 Assembly p.ost2.fyi/courses/course-v1… 2. pwn.college: Reverse Engineering pwn.college/intro-re-pwn~593… 3. pwn.college: Reversing Hell pwn.college/reversing-hell/ 4. Malware Unicorn RE101 malwareunicorn.org/workshops… 5. Nightmare github.com/guyinatuxedo/nigh… 6. RPISEC Modern Binary Exploitation github.com/RPISEC/MBE 7. OWASP Mobile Application Security mas.owasp.org BEST ORDER TO LEARN: install REA → Notes Export → Notion → CTF binary → Aegis APK → DX-Ball → then Ghidra, assembly and papers

this is getting f*cking dangerous... REA creator just dropped 20 GitHub repos to build a f*cking reverse engineering studio: [01] analysis core > REA: a single MCP that plugs into everything github.com/morluto/rea > Ghidra: decompiler, free github.com/NationalSecuri… > GhidraMCP: lets your agent drive Ghidra github.com/LaurieWired/Gh… > ida-pro-mcp: hooks your agent into IDA Pro github.com/mrexodia/ida-p… [02] mobile & apps > jadx: turns Android APKs back into Java github.com/skylot/jadx > Apktool: take APKs apart and put them back together github.com/iBotPeaches/Ap… > Frida: hook into apps while they run github.com/frida/frida > ILSpy: decompiles .NET github.com/icsharpcode/IL… [03] binary & low-level > radare2: RE framework that lives in your terminal github.com/radareorg/rada… > x64dbg: debugger for Windows github.com/x64dbg/x64dbg > ImHex: hex editor with its own pattern language github.com/WerWolv/ImHex > angr: symbolic execution engine github.com/angr/angr [04] network & runtime > mitmproxy: sits in the middle and reads the traffic github.com/mitmproxy/mitm… > dnSpy: debug and edit .NET apps github.com/dnSpyEx/dnSpy > rizin: the radare2 fork github.com/rizinorg/rizin > raddebugger: the debugger from Epic Games github.com/EpicGames/radd… [05] rebuild & verify > awesome-ai-reverse-engineering: 122 repos, every one graded github.com/zhuyansen/awes… > awesome-reverse-engineering: curated by the guy who made REA github.com/morluto/awesom… > REA workflows: ready-made investigation prompts, ship with REA > clean-room loop: SPEC.md, oracles and checks until it matches how it runs: binary -> REA -> SPEC.md -> rebuild -> oracle -> retry save this, point it at any app and watch it explain itself.

STOP WASTING HOURS TRYING TO LEARN REA. REA Team put together one practical roadmap with tutorials, real investigations, GitHub repos, books, research papers and free courses. START HERE: 1. REA Official Repository github.com/morluto/rea 2. REA Official Website rea.tools 3. Installation & Agent Setup github.com/morluto/rea/blob/… 4. Your First REA Investigation rea.tools/first-investigatio… 5. REA Guides rea.tools/guides/ 6. Guided MCP Prompts github.com/morluto/rea/blob/… Install: npx rea-agents@latest setup WATCH & FOLLOW ALONG: 1. How To Use REA To Clone Any Software In Minutes — youtube.com/watch?v=FnB9tHKB… 2. REA + Pi Coding Agent Tutorial datacamp.com/tutorial/revers… 3. Ghidra Tutorial for Beginners youtube.com/watch?v=OFAxXXcL… 4. Frida for Android Reverse Engineering youtube.com/watch?v=GHh9P-Dy… 5. pwn.college Reverse Engineering pwn.college/intro-re-pwn~593… 6. Malware Unicorn RE101 malwareunicorn.org/workshops… REAL REA INVESTIGATIONS: 1. Notes Export rea.tools/first-investigatio… 2. Notion Clipboard rea.tools/showcase/notion/ 3. DX-Ball Reconstruction rea.tools/showcase/dx-ball/ 4. Aegis APK rea.tools/showcase/aegis/ 5. TH04 Bullet Patterns rea.tools/showcase/th04/ GITHUB REPOS: 1. REA github.com/morluto/rea 2. Awesome Reverse Engineering github.com/morluto/awesome-r… 3. REA Gems github.com/sqwu/rea-gems 4. Awesome Reverse-Engineered github.com/alexgaoth/awesome… 5. Ghidra github.com/NationalSecurityA… 6. JADX github.com/skylot/jadx 7. Frida github.com/frida/frida 8. ILSpy github.com/icsharpcode/ILSpy 9. x64dbg github.com/x64dbg/x64dbg BOOKS: 1. The Ghidra Book, 2nd Edition nostarch.com/ghidra-book-2e 2. Reverse Engineering for Beginners go.yurichev.com 3. Practical Binary Analysis nostarch.com/binaryanalysis/ 4. Practical Malware Analysis nostarch.com/malware 5. The Android Malware Handbook nostarch.com/androidmalwareh… 6. Reversing: Secrets of Reverse Engineering wiley.com/en-us/Reversing%3A… RESEARCH PAPERS: 1. LLM4Decompile arxiv.org/abs/2403.05286 2. AutoDecompiler arxiv.org/abs/2606.16162 3. SALT4Decompile arxiv.org/abs/2509.14646 4. Decomperson usenix.org/conference/usenix… 5. DIRTY usenix.org/system/files/sec2… 6. Automatically Attacking Software RE Agents arxiv.org/abs/2605.30667 7. Does Reverse Engineering Need a Bigger Model? rea.tools/blog/reverse-engin… FREE COURSES & PRACTICE: 1. OpenSecurityTraining2: x86-64 Assembly p.ost2.fyi/courses/course-v1… 2. pwn.college: Reverse Engineering pwn.college/intro-re-pwn~593… 3. pwn.college: Reversing Hell pwn.college/reversing-hell/ 4. Malware Unicorn RE101 malwareunicorn.org/workshops… 5. Nightmare github.com/guyinatuxedo/nigh… 6. RPISEC Modern Binary Exploitation github.com/RPISEC/MBE 7. OWASP Mobile Application Security mas.owasp.org BEST ORDER TO LEARN: install REA → Notes Export → Notion → CTF binary → Aegis APK → DX-Ball → then Ghidra, assembly and papers

HOLY SH*T, ELON MUSK PUT SPACEXAI'S BEST ENGINEERS ON A LIVE STREAM TO SHOW EXACTLY HOW TO BUILD A COMPANY WITH GROK BOTS they start from an empty github org and zero bots. 72 hours, live. how to use grok bot, from their demo: step 1: make one bot per job, not one chat per task step 2: tell it the result you want, voice works too step 3: set approval rules, e.g. ask me before sending any email step 4: show it a task once on screen, it saves it as a skill step 5: add a routine, e.g. every morning at 9 it sends you a summary step 6: if it refuses or asks questions, teach it, it keeps that in memory the parts worth watching: 11:29 - the first hires: which bots they pick 20:23 - building a bot from scratch with one voice prompt 22:54 - teaching a bot a task by doing it once 25:21 - setting up a 9 am routine save this and study the article below, it has ready-made grok bot configs you can copy ↓

Palantir charges governments millions a year for a war room. Then a developer named Elie rebuilt the idea, posted it on GitHub, and made it free. The project is called World Monitor. It opens on a live 3D globe fed by 500+ news sources across 15 categories, each item summarized by AI the moment it arrives. > Military moves > Market and economic shocks > Natural disasters > Cyberattacks > Flight tracks > Shipping routes Plus 56 map layers you can stack together. It rates 31 countries on a stress index that updates as events unfold. One panel tracks 29 stock exchanges along with commodities and crypto. Local AI runs through Ollama, so no API key is needed at all. Desktop builds exist for Windows, macOS and Linux, in 25 languages, and it works after a single clone. If you're new here, @GeniusGTX is a gallery for the greatest minds in economics, psychology, and history. Follow along for more similar content.

ANTHROPIC JUST DROPPED THE BEST 1-HOUR AI AGENT CRASH COURSE THAT YOU’LL FIND It covers: - building /skills, /loops, and graphs - ⁠agent dreaming & orchestration - reverse engineering with Claude agents

What the f*ck. Andrew Ng, founder of Google Brain: “Prompting dies in 6 months. 99% of people will keep writing prompts. The 1% will build loops and graphs” His 2-hour lecture walks through the full path: Prompts → Agents → Loops → Graphs A prompt gives you one answer. A loop keeps working until the job is done. The first 15 minutes beat most $500 agent courses. Save it and watch today 👇

Anthropic engineer: "90% of our engineers were already running self-improving loops Now everyone is building agentic graphs" "Prompting is basically over" In just 10 minutes, she builds her whole Claude Code system live from an empty terminal Prompts → Agents → Loops → Graphs skip the loop and the same mistake ships again next week skip the graph and you're still the one wiring every agent together by hand prompting was the old workflow, graph engineering is the new one watch it today then save the full guide below before everyone catches up ↓

Claude Opus 5.5 prompt + Reverse Engineering MCP just destroyed 100+ software companies this is f*cking insane... Claude agent can now read any app without the source code. Ask → Inspect → Trace → Prove → Rebuild > ask: "how does search work in the Notes app?" • Inspect: REA opens the binary, app, APK or site locally • Trace: follows the feature from entry point to result • Prove: every claim is tagged observed, inferred • Rebuild: Claude writes your version and tests it One case: a function rebuilt in C. 3,205 test cases passed, all 63 compiled bytes matched. setup is one line: npx rea-agents setup + prompt send the GitHub repo + Claude Opus 5.5 setup to your Claude then read the best Opus 5.5 prompt practices in the article below

This is CRAZY… A bacterium discovered in the gut of a Japanese tree frog just COMPLETELY ERADICATED CANCER in 100% of treated mice after ONE DOSE. Ewingella americana even OUTPERFORMED chemotherapy and immunotherapy in the study.

hello, world

Andrej Karpathy (ex-OpenAI, ex-Tesla) just released a prompt that turns Opus 5.5 into a harness that actually finishes the any job. It's f*cking unreal... send it to Opus 5.5, and thank me later. Then read the full guide for Opus 5.5 Harness Engineering.

More commie nonsense in Canada.

97% of plague patients SURVIVED after prompt treatment with doxycycline in a randomized trial. The dose was 100 mg every 12 hours for 7 days. We’ve had 700 years of medical progress since the Black Death.

SpaceXAI engineer, Lauren Tan: "I was a meat proxy between my agent and my browser. So I fired myself Now 10+ Chiefs of Staff run my agents 24/7 and I just check the work in the morning" In 1 hour, she shows exactly how she built that dark factory with GrokBot Skills → Verification → Loops → GrokBot → Dark Factory Most engineers still babysit one agent. She fired herself from that job This talk is worth more than most $1,500 agentic engineering courses Bookmark and watch it today Then read how to hire your first team of Grok Bots in the article below ↓