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AT14.17SE15.24.0722.29.0722 ▪︎vivet ~ amare ~ risu • relinquens mox

blackhole/continuum
Joined August 2020
Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)Photo by O² (@iamlami_)
lost..
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He's tired of hiding.
I thought snipers were supposed to stay anonymous??
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but no be him say make 112 no go now 😂😂😂 why dem go vex sack am on top wetin dem no do wey dem want make him defend??😂😂
APC Sacks Alwan Hassan As Spokesman After Failed Live Demonstration Of 112 Emergency Number The All Progressives Congress (APC) Presidential Campaign Council has removed Alwan Hassan as a campaign spokesman, barely 24 hours after his failed attempt to demonstrate the effectiveness of Nigeria’s 112 emergency number on live television. Hassan appeared on Channels Television’s Politics Today on Tuesday, November 10, to defend President Bola Tinubu’s administration. During the interview, he challenged presenter Seun Okinbaloye to dial 112, insisting that the number was fully operational. However, repeated attempts to connect failed during the broadcast. In a statement issued on Wednesday, November 11, and signed by Femi Gbajabiamila, the council announced a restructuring of its media directorate, restricting official spokesperson duties to three officials: Director-General Abdulaziz Yari, Minister of Solid Minerals Development Dele Alake, and Minister of Information and National Orientation Mohammed Idris. Hassan and three other spokespersons, Ayobami Oyalowo, Kemi Asekun-Shittu and Adamu Fanda, were relieved of their positions but will remain members of the directorate. Explaining the changes, the council said the move was aimed at ensuring “more cohesive, disciplined, and effective public engagement.” It also directed radio and television stations to comply with the new arrangement, adding that authorised representatives would be assigned to media appearances when necessary. During the interview, Hassan described 112 as an emergency service for medical emergencies, security threats and road accidents, comparing it to the United States’ 911 system. He had challenged the presenter, saying: “Take your phone and call 112. Nobody knows about this. We used to hear it in America, 911. Call 112 now, put it on the speaker, and they’ll ask you what’s your emergency.” However, after the call failed to connect, Hassan blamed a possible network problem while insisting that the service was operational. Okinbaloye questioned his explanation, noting that other calls from the studio were connecting successfully.
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me defending the final year project I didn’t participate in
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How do you hate the gathering of these kind of people and decide to choose the fraudulent and heartless ones?? 😭 God please, I’m always, ALWAYS so stymied and amazed by some kind of people we have and their sentiments 😭😭
HE Peter Obi Receives a Royal Welcome In Bauchi State, Alongside Former President Olusegun Obasanjo And Goodluck Jonathan with Other Top Northern Governors. Goodluck Jonathan wife said she must stand up and greet Peter Obi 😄 mama na Obidients
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This is so so so “rubbish”!! These are the issues, she’s well dressed and all (of which if she’s not, isn’t your concern) still majority of the people were so indisciplined and displayed it, phew! This right here shows how backward we are as a nation too!
In this video: Many shoppers lost focus in an Abuja market after attention shifted to a lady walking through with a notably curvy figure.👀🙆‍♂️
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THE MOMENT EMIR OF KATSINA TOOK @officialABAT tinubu AND HIS CAMPAIGN TEAM TO THE WASHERS “My palace is not a polling centre to visit every 4years when pressed during election only to vanish till another election cycle. In my emirate alone, fifty-two schools closed because of bandits. Same number in Doka. Farmers cannot go to farm in 12 local government areas of Katsina. People pay up to ten to twenty million naira to Bello Turji and his boys. And you come talking about DG campaign for Tinubu 2027. Should you not be talking about DG security for Katsina 2026? Where is Bello Turji? You promised to handle security. Bello Turji is in the forest, a hundred kilometres from here. Go and bring him, then come and campaign. If you are selfish, my people will be selfish with their votes. If you do politics of selfishness only for your family, for your cronies, for your friends, and for your contacts, then people will also do politics of selfishness. They will collect your rice and vote against you. They will collect five thousand and still vote for who they want. In 2023, you brought rice, you brought money, but Katsina people still split their votes. In 2027, if you bring the same selfish politics, they will collect your money but will not vote for you. And I assure you that.”
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Ex Goldman Sachs trader on how your trading life reflects your personal life.
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🚨 New Course Announcement! This Fall @Diyi_Yang @jyangballin and I are teaching a BRAND NEW Stanford course on how to build AI Agents from scratch! Millions of users interact with AI Agents every day.  Come join us and learn how to build them! 🧵 (1/5)
🤖 Made with AI
This fall @michaelryan207 @jyangballin and I are teaching a new course CS329Z "Engineering AI Agents" on how to build AI Agents from scratch. Come join us and learn how to build them 🤖
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O² retweeted
books that’ll teach you engineering
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These are funding opportunities available to apply for now!  1. Slush 100 Type: Startup competition
Prize: €500,000 equity-free
Deadline: September 7, 2026 Open to seed-stage or earlier startups founded in 2023 or later that have raised less than €10M. 2. Techstars Anywhere Accelerator Type: Accelerator + investment
Investment: $220,000
Deadline: November 18, 2026 One of the best options for founders building from anywhere. Techstars says it is currently accepting applications for the next cohort. (Techstars). 3. Y Combinator Type: Accelerator + investment
Investment: YC’s standard funding package, $500,000 YC continues to accept applications after its regular deadlines and allows founders to apply for future batches. Startups from around the world can apply. (Y Combinator) 4. Antler Type: Founder residency + investment
rolling intakes between $100,000 to $500,000 5. Founder Institute Type: Pre-seed accelerator 
Status: Applications open 6. Fast Forward Accelerator Type: Accelerator + grant
Funding: $25,000 unrestricted grant
Deadline: September 7, 2026 This is specifically for tech nonprofits with an MVP and is globally accessible. (ImpactOpen) 7. AI for Good Innovation Factory Type: Global AI startup competition + accelerator
Prize: Up to $20,000 cash
Deadline: September 1, 2026 Run through the ITU's AI for Good initiative, with startups from multiple regions pitching throughout the program. The current application deadline is listed as September 1. (AI for Good) My strongest recommendation: If you have a startup, prioritize Slush 100, Techstars, YC, and Antler. If you're building a social-impact tech organization, add Fast Forward. If you're building AI, definitely look at AI for Good.
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DELETING YOUR BROWSING HISTORY DOESN'T DELETE YOUR BROWSING HISTORY. GOOGLE KEEPS ITS OWN COPY, TIED TO YOUR ACCOUNT, ON A PAGE MOST PEOPLE HAVE NEVER OPENED. HERE'S HOW TO WIPE ALL OF IT:
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Cancer is a big problem in our society and it almost seems like anyone can get it no matter how careful you are, but you can also do some things to protect yourself and loved ones. Cut down: • Charred suya, the black bits, processed meat, sausages and hot dogs used in shawarma etc • Mouldy groundnut, maize, egusi • Reused frying oil • Sniper-preserved beans, formalin fish • Alcohol (shayo sweet but think about the long term complications) and smoking • Firewood & generator smoke indoors • Skin lightening creams Also do this: • Test for Hepatitis B and vaccinate if negative, biggest cause of liver cancer in our society. Test for Hep C too (no vaccine, but it’s curable now with treatment) • HPV vaccine + screening for the women you love, the biggest cause of cervical cancer in our society, and a rising cause of throat cancer • Grill beside the coals, not over them Protect yourself. Protect your family.
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IM RAPPING AGAIN!
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📂 SaaS Stack ┃ ┣ 📂 Frontend ┃ ┣ 📂 React ┃ ┣ 📂 NextJS ┃ ┣ 📂 Vue ┃ ┣ 📂 TailwindCSS ┃ ┗ 📂 Shadcn UI ┃ ┣ 📂 Backend ┃ ┣ 📂 NodeJS ┃ ┣ 📂 Django ┃ ┣ 📂 Laravel ┃ ┣ 📂 FastAPI ┃ ┗ 📂 Express ┃ ┣ 📂 Database ┃ ┣ 📂 PostgreSQL ┃ ┣ 📂 MySQL ┃ ┣ 📂 MongoDB ┃ ┣ 📂 Redis ┃ ┗ 📂 Supabase ┃ ┣ 📂 Auth ┃ ┣ 📂 Clerk ┃ ┣ 📂 Auth0 ┃ ┣ 📂 Firebase Auth ┃ ┣ 📂 Supabase Auth ┃ ┗ 📂 NextAuth ┃ ┣ 📂 Payments ┃ ┣ 📂 Stripe ┃ ┣ 📂 Paddle ┃ ┣ 📂 Dodo Payments ┃ ┣ 📂 Lemon Squeezy ┃ ┗ 📂 Polar ┃ ┣ 📂 Emails ┃ ┣ 📂 Resend ┃ ┣ 📂 SendGrid ┃ ┣ 📂 Mailgun ┃ ┣ 📂 Postmark ┃ ┗ 📂 Amazon SES ┃ ┣ 📂 Storage ┃ ┣ 📂 AWS ┃ ┣ 📂 Cloudflare ┃ ┣ 📂 Google Cloud Storage ┃ ┣ 📂 Supabase Storage ┃ ┗ 📂 Uploadcare ┃ ┣ 📂 Deployment ┃ ┣ 📂 Vercel ┃ ┣ 📂 Netlify ┃ ┣ 📂 Railway ┃ ┣ 📂 Render ┃ ┗ 📂 AWS ┃ ┣ 📂 Domains and DNS ┃ ┣ 📂 Namecheap ┃ ┣ 📂 Hostinger ┃ ┣ 📂 Cloudflare DNS ┃ ┣ 📂 Google Domains ┃ ┗ 📂 SiteGround ┃ ┣ 📂 Analytics ┃ ┣ 📂 Google Analytics ┃ ┣ 📂 Plausible ┃ ┣ 📂 PostHog ┃ ┣ 📂 Mixpanel ┃ ┗ 📂 DataFast ┃ ┣ 📂 Monitoring ┃ ┣ 📂 Sentry ┃ ┣ 📂 LogRocket ┃ ┣ 📂 Datadog ┃ ┣ 📂 NewRelic ┃ ┗ 📂 UptimeRobot ┃ ┣ 📂 DevOps ┃ ┣ 📂 Docker ┃ ┣ 📂 Kubernetes ┃ ┣ 📂 GitHub Actions ┃ ┣ 📂 CI CD ┃ ┗ 📂 Terraform ┃ ┣ 📂 Search ┃ ┣ 📂 Algolia ┃ ┣ 📂 Meilisearch ┃ ┣ 📂 Elasticsearch ┃ ┣ 📂 Typesense ┃ ┗ 📂 OpenSearch ┃ ┣ 📂 AI Integration ┃ ┣ 📂 OpenAI API ┃ ┣ 📂 Anthropic API ┃ ┣ 📂 Replicate ┃ ┣ 📂 HuggingFace ┃ ┗ 📂 Gemini API ┃ ┣ 📂 Integrations ┃ ┣ 📂 Zapier ┃ ┣ 📂 Make ┃ ┣ 📂 n8n ┃ ┣ 📂 Pabbly ┃ ┗ 📂 Webhooks ┃ ┣ 📂 Security ┃ ┣ 📂 SSL ┃ ┣ 📂 Cloudflare ┃ ┣ 📂 WAF ┃ ┣ 📂 Rate Limiting ┃ ┗ 📂 Secrets Management ┃ ┣ 📂 Marketing ┃ ┣ 📂 Search Console ┃ ┣ 📂 Outrank ┃ ┣ 📂 Buffer ┃ ┣ 📂 Analytics ┃ ┗ 📂 Kit ┃ ┗ 📂 Customer Support ┣ 📂 Intercom ┣ 📂 Crisp ┣ 📂 Zendesk ┣ 📂 Tawk ┗ 📂 HelpScout
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Every Trading Strategy Explained in 6 Minutes 0:00 - Fibonacci Retracements 0:27 - Chart Patterns 1:01 - Elliot Wave 1:51 - FVG 3:06 - Support & Resistance 5:01 - Volume 5:22 - Supply and Demand 5:50 - Break of Structure 5:58 - Change of Character
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You’ve never touched anything in your life. Not your phone. Not your morning coffee. Not the person you love. Every atom in your body is 99.9999999999999% empty space. If the core of an atom were the size of a marble, the nearest electron would be all the way out in the parking lot of a football stadium. Everything in between is empty. We’ve known this since 1911. A physicist named Ernest Rutherford fired tiny particles at a sheet of gold foil expecting them all to pass right through. Most did. But about 1 in 8,000 bounced straight back at him. He said it was like firing a cannon at tissue paper and having the shell come back and hit you. That one result proved every atom is almost entirely void, with all its weight crammed into a core 100,000 times smaller than the atom itself. So when you sit in a chair, you’re not actually sitting on it. The electrons in your body are pushing against the electrons in the chair. Same force that makes two magnets resist each other when you flip one around. You’re floating above the surface, separated by a gap about 10,000 times thinner than a sheet of paper. Every handshake is two invisible clouds of electrons pressing against each other without ever merging. Remove all that empty space from every atom in every human on Earth, and 8 billion people compress down to a single sugar cube. It would weigh billions of tons and fall straight through the floor, through the crust, all the way to the center of the Earth. Same density as a neutron star. But the tweet gets one thing a little wrong. Whether atoms “touch” depends on how you define touch. Philip Moriarty, a physicist at the University of Nottingham who literally pushes individual atoms around with a needle for a living, says contact does happen at the atomic level. It’s the point where the pull between atoms balances the push. And when you eat food, your body breaks those molecules apart and chemically bonds with them, atoms merging across boundaries. That’s real contact. So what you feel when you hold someone’s hand isn’t skin on skin. It’s the same force that holds together every molecule in every star, pressing your electrons against theirs. You’ve never made contact the way your brain pictures it. What’s actually happening is stranger and honestly way cooler.
Quantum physics says that you can never actually touch anything.
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Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm. Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks. Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages. Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.
LiteLLM HAS BEEN COMPROMISED, DO NOT UPDATE. We just discovered that LiteLLM pypi release 1.82.8. It has been compromised, it contains litellm_init.pth with base64 encoded instructions to send all the credentials it can find to remote server + self-replicate. link below
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Applications for #DLI2026 are officially OPEN! We are excited to open applications for the annual meeting of the African machine learning and AI community: The Deep Learning Indaba 2026 in Lagos, Nigeria! ⏳ Deadline: 29 March 2026 Apply here: baobab.deeplearningindaba.co… 👉 Details: deeplearningindaba.com/2026/… #DLI2026 #Indaba2026
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O² retweeted
“If you want to collect money, pack the motor, indicate an offense, take the person to the station, do things in secret.” These are the exact words of a police officer harassing his junior colleagues for extortion.
Moment a Senior Police officer caught his junior colleague extorting motorists and stopped him and ordered him to empty all the money on his car. 😂
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