All the fake products being sold in this country are bought from China by Igbo people.
Are you aware that they are using powder and local chalk to produce paracetamol and a lot of the medicines we take?
Are you aware that they are also refurbishing children’s meals, all in Anambra?
Raphael Sola Ologe retweeted
The people that say Lagos is a no man's land anybody can come to do business in lagos are the same people carrying placards saying China must go
Raphael Sola Ologe retweeted
👇Share your code below to boost your point balance!
🎁Reward Breakdown:
• Basic to LV4: 50 Points each
• Premium: 100 Points each
Raphael Sola Ologe retweeted
You can now learn AI without spending money.
All you need is YouTube and the right teachers.
Here are 20 YouTube channels for learning AI:
[ bookmark 🔖 this thread for later ]
Raphael Sola Ologe retweeted
Kemi Badenoch absolutely destroys Andy Burnham in parliament. She exposes him for the liar and weak prime minister he is.
He’s desperately trying to distract from his inability to deal with this issues of today, by talking about the past.
PM believes Brexit vote was legitimate despite Russia claims, No 10 says bbc.in/4yLkeSc
Raphael Sola Ologe retweeted
मै तेजःपुन्ज तम लीन जगत मे फैलाया मैने प्रकाश
जगती का रच करके विनाश कब चाहा है निज का विकास
शरणागत की रक्षा की है मैने अपना जीवन देकर
विश्वास नही यदि आता तो साक्षी है इतिहास अमर
यदि आज देहलि के खण्डहर सदियोंकी निद्रा से जगकर
गुंजार उठे उनके स्वर से हिन्दु की जय तो क्या विस्मय
हिन्दु तन मन हिन्दु जीवन रग रग हिन्दु मेरा परिचय॥
Raphael Sola Ologe retweeted
Anyone can build AI agents from scratch.
Use this 10-step roadmap to go from idea to evaluation:
[ bookmark 🔖 this post for later ]
Step 1: Set the Agent’s Purpose and Result
• What will the agent do?
• Who will it support?
• What kind of output should it create?
→ Example: A content research agent that reviews articles and summarizes key points.
Step 2: Build Structured Input and Output
• Use Pydantic AI or JSON Schemas for inputs and outputs.
• Keep the format clean and API-like.
→ Tools: LangChain Output Parsers, Pydantic AI
Step 3: Shape and Tune the Agent’s Behavior
• Start with a clear role-based system prompt.
• Use Prefix Tuning or Prompt Tuning for consistent behavior.
→ Tools: Claude, GPT, Prompt Tuning
Step 4: Add Reasoning and Tool Access
• Use ReAct or Chain-of-Thought for reasoning steps.
• Enable tools like search, code, or document lookup.
→ Tools: OpenAI Tools, LangChain, ReAct Framework
Step 5: Organize Multi-Agent Roles (If Needed)
• Use orchestration frameworks to define each agent’s job.
• Create Planner, Researcher, and Writer agents with their own schemas.
→ Tools: LangGraph, CrewAI, OpenAI Swarm
Step 6: Add Memory and Extended Context (RAG)
• Decide if the agent needs context from earlier work.
• Use summary, conversational, or vector memory.
→ Tools: Chroma, Zep, LangChain Memory
Step 7: Add Speech or Vision Features (Optional)
• Use tools like Coqui or ElevenLabs for speech.
• Use vision models (GPT/LLaMA) for interpreting images.
→ This allows the agent to see and speak.
Step 8: Format and Deliver the Output
• Export results as Markdown, PDF, or JSON.
• Keep the output clean and predictable.
→ Tools: Pydantic AI, LangChain Output Parsers
Step 9: Embed in a UI or API Layer (Optional)
• Create a small UI or let the agent run through an API.
• Use Streamlit, Gradio, or FastAPI to make it accessible.
→ This turns the agent into a real product.
Step 10: Test, Review, and Improve
• Run test prompts to measure reliability.
• Use logs and benchmarks to improve performance.
→ Tools: Custom dashboards, MCP Logs, OpenAI Evaluation API
Building AI agents starts with structure, not code.
Get the sequence right to build AI agents quickly.
📌 Get Advanced ChatGPT Guide (free): bit.ly/3StIB3z
👉 Follow me @AndrewBolis for more and 🔄 Repost this to help others use AI
Raphael Sola Ologe retweeted
You don’t need a degree to learn AI.
Here are 9 free AI courses (with links) that you can take today:
[ 🔖 bookmark this thread for later ]
Raphael Sola Ologe retweeted
As we approach the anniversary of the October 7th Massacre, I remember the trip that I made to Israel immediately following that dark and evil day.
From mid-October to mid-November of 2023, I was in Jerusalem offering whatever help I could to my Jewish brothers and sisters in their hour of need.
And I will NEVER FORGET two things:
(1) - I will NEVER FORGET and NEVER FORGIVE the brutality, the savagery, and the barbarous, satanic evil of the Palestinians and what they did to my Israeli family.
(2) - I will NEVER FORGET the love, the courage, the hope, and the beautiful light that I got to experience for myself from the Jewish People.
That trip to Israel remains one of the most incredible, most inspiring, and most unforgettable experiences of my entire life!
I had traveled to Israel seeking to be a blessing to the Jewish People, but the Jewish People ended up being a blessing to me SO MUCH MORE.
Israel and the Jews are truly a miracle! They are a blessing to all the world. I love them, and I will happily spend my life fighting for them and with them against all their enemies.
After returning home, I immediately got to work on a documentary film to spread THE TRUTH about the October 7th Massacre and the Israel-Hamas War.
My film first premiered on March 15, 2024. It is entitled:
AM YISRAEL CHAI - THE PEOPLE OF ISRAEL LIVE
Here is my full-length film for your viewing pleasure.
God bless Israel, God bless the Jews, and God bless everyone who blesses them. Shalom.
Raphael Sola Ologe retweeted
F*CK WAITING FOR ANOTHER MONTH.
If you want to get leaner, stronger, and more disciplined, stop looking for the perfect Monday.
Here are 7 changes to make for the next 30 days, in order:
🧵👇
Raphael Sola Ologe retweeted
Regular exercise reduces all-cause mortality risk by 30-35%. It is more effective than most medications for depression, anxiety, type 2 diabetes, and cardiovascular disease. And it is free.
Source: WHO physical activity guidelines / multiple meta-analyses.
Raphael Sola Ologe retweeted
"Don't expose the nakedness of your father."
This traces to Genesis 9:22–23.
I have a piece of cake about daddy and I’ll drop it today.
If you’re a teacher in RCCG either Pastor or Sunday School Teacher and you desire to be better in your teaching.
Try to always listen to daddy sermons everyday, even if it’s just a short sermon.
As time goes on, you will be teaching like him, using his style of teaching.
I can tell you this for free, the teaching style of daddy is still one of the best.
END.
Raphael Sola Ologe retweeted
OpenAI just released 11 free prompt courses.
Beginner to advanced levels (I included all links):
Use these courses to master ChatGPT prompts.
[ bookmark 🔖 this thread for later ]
Raphael Sola Ologe retweeted
World’s oldest inhabited cities:
🇮🇳 Varanasi: 3,000 years
🇪🇸 Cádiz: 3,100 years
🇬🇷 Thebes: 3,400 years
🇨🇾 Larnaca: 3,400 years
🇬🇷 Athens: 3,400 years
🇦🇫 Balkh: 3,500 years
🇮🇶 Kirkuk: 4,200 years
🇮🇶 Arbil: 4,300 years
🇱🇧 Tyre: 4,750 years
🇮🇱🇵🇸 Jerusalem: 4,800 years
🇱🇧 Beirut: 5,000 years
🇹🇷 Gaziantep: 5,650 years
🇧🇬 Plovdiv: 6,000 years
🇱🇧 Sidon: 6,000 years
🇪🇬 Faiyum: 6,000 years
🇮🇷 Susa: 6,200 years
🇸🇾 Damascus: 6,300 years
🇸🇾 Aleppo: 6,300 years
🇱🇧 Byblos: 7,000 years
🇬🇷 Argos: 7,000 years
🇵🇸 Jericho: 11,000 years
This list may not be exhaustive
Raphael Sola Ologe retweeted
Hi #cPenNetwork community,
The two questions we hear most right now are:
“When is the INK distribution?”
“Where will INK be listed?”
This post answers both — and explains the thinking behind our decisions, because we believe you deserve the reasoning, not just the conclusions.
TL;DR
- KYC + liveness verification has been extended to August 21, 23:59:59 UTC. Many of you asked for more time, and we heard you. This is the final deadline; there will be no further extension.
- Only accounts that complete KYC + liveness by the deadline will be eligible for their mined INK distribution. Completing KYC after it reopens later will not restore INK eligibility.
- After the window closes, we are targeting approximately 2 weeks for verification, followed by a phased INK distribution, targeted to begin around mid-September, depending on verification progress. We will work to begin as early as we responsibly can.
- INK will launch on PancakeSwap on BNB Chain. We are not pursuing a centralized exchange listing for launch.
- Our launch approach is built around four choices: DEX-first trading, the voluntary INK Lock program, phased distribution, and ecosystem support including buyback-and-burn and Burnchase.
What INK means to us
INK holds a special place in the cPen story, and we want to say this before talking about logistics.
INK mining had barely begun when the project entered the hardest periods we had ever faced.
The people mining INK at that time could have walked away. Instead, you stayed.
Through the INK season, we found our direction, put the larger ecosystem together, and rebuilt step by step. Your continued participation gave us the opportunity to keep building through that period.
INK carries that story.
This launch is our opportunity to treat it with the care it deserves.
Where INK will be listed, and why
INK will launch on PancakeSwap on BNB Chain, the same DEX where CPEN trades today.
We are not pursuing a centralized exchange listing for the INK launch.
We want to be transparent about why.
The CPEN centralized-exchange listing required significant funds and months of work. Looking back, we believe those resources could have been put to better use building the product and ecosystem.
The recent exchange wind-down also reinforced another consideration: when tokens are held on a centralized exchange, holders depend on that exchange's custody, operations, and withdrawal infrastructure.
With a DEX, users trade directly from self-custody wallets, and transactions can be verified on-chain. It also allows us to avoid significant centralized listing costs and focus our resources on building the ecosystem.
That does not mean DEX trading is risk-free. Crypto assets remain volatile, and DEX users should understand market, liquidity, smart-contract, wallet-security, and transaction risks.
One door remains open: if a genuine top-tier exchange opportunity appears in the future on terms that make sense for the project and community, we will consider it.
What we do not intend to do is spend heavily simply for the sake of having an exchange listing.
Launching INK carefully
We are long-term builders, and our priority is the utility and sustainability of the cPen ecosystem.
The CPEN experience also taught us that the structure of a token launch matters.
For INK, we are taking four deliberate steps:
1. DEX-first launch
INK will begin on PancakeSwap without a paid centralized-exchange listing.
This keeps more project resources available for development, infrastructure, and ecosystem programs.
2. INK Lock
The voluntary INK Lock election announced earlier has now closed.
Users who chose to lock their eligible INK will have their distributed INK subject to the lock period they selected, together with the applicable bonus terms.
These were voluntary choices made by users before distribution.
3. Phased distribution
INK will be distributed in phases rather than through one single distribution.
We will announce the schedule and details of each phase before it begins.
4. Ecosystem support
INK is planned to be supported alongside CPEN across the cPen ecosystem, including the buyback-and-burn program, Burnchase, and future ecosystem programs as they roll out.
Buyback-and-burn activity is part of the token ecosystem; it should not be understood as a guarantee of INK's market price or future value.
The timeline
Now → August 21, 23:59:59 UTC
KYC + liveness verification remains open.
We extended the deadline because many community members asked for additional time and we want eligible users to have a final opportunity to complete verification.
However, we need a fixed eligibility set before INK verification can begin.
August 21, 23:59:59 UTC is therefore the final deadline.
Accounts that have not completed both KYC and liveness by then will not be eligible for their mined INK distribution, and completing KYC after it reopens later will not restore that eligibility.
After the deadline → approximately 2 weeks
The INK verification process begins.
During this period we will confirm KYC and liveness status, verify mined INK balances, and perform the necessary anti-abuse checks.
We will work efficiently, but accuracy comes first.
Target: around mid-September
The phased INK distribution is targeted to begin, subject to completion of the verification process.
We will announce the distribution details and each phase before it starts.
After INK verification/distribution
KYC will reopen for users who need it for HATN and future cPen features.
Please understand the distinction:
Reopened KYC will not restore eligibility for mined INK from the completed INK mining period.
What you should do before August 21
1. Complete KYC + liveness verification
If you have not completed both, please do so before August 21, 23:59:59 UTC.
Do not leave it until the final hours.
If the liveness check is having difficulty:
- Update the cPen app to the latest official version.
- Try switching between Wi-Fi and mobile data.
- If you can, try another phone; use a different brand. Phones from the same manufacturer often share the same issue.
- Use a well-lit environment and disable display filters or power-saving settings that may interfere with the camera.
2. Check your BSC wallet address
INK will be distributed to the eligible wallet address saved in your cPen account.
It must be a self-custody wallet where you control the keys, such as MetaMask or Trust Wallet.
Do not use a centralized exchange deposit address.
Tokens sent to an incorrect or unsupported exchange address may be unrecoverable.
Once you have confirmed that your wallet address is correct, we recommend using the wallet lock feature if it is available to you.
The wallet lock adds an email-verification step before the saved address can be changed, providing additional protection for your distribution address.
3. Follow only official cPen channels
Important INK announcements will come from this account and through announcements inside the official cPen app.
⚠️ Stay safe
The official cPen INK contract address has not yet been published.
We will publish it through our official channels when the INK launch goes live.
Until then, any token claiming to be the official cPen INK token is not official.
After launch, always verify the contract address against our official channels before interacting with the token.
The cPen team will never DM you first and will never ask for your seed phrase or private keys.
Nobody can restore your INK eligibility, accelerate verification, or recover an expired eligibility deadline in exchange for payment.
What comes next
From here, you will see updates as each stage moves forward:
INK verification → distribution details → phased distribution → DEX launch
We will announce each step as it is ready.
INK miners stayed with this project through one of its hardest chapters.
Now it is our responsibility to carry INK through the next chapter carefully, transparently, and step by step.
Thank you for being here and for continuing this journey with us.
cPen Team
A small team with a big dream
Raphael Sola Ologe retweeted
The Almajiri system is a used as
a brainwashing tool by the ruling
Fulani elite against the Hausas
— Yusuf Habib Sodangi
Me- Gradually the Hausas are standing up for themselves, the now understood they have been brainwashed for many decades by the Fulanis .
#NigeriaPolitics #northernnigeria #Almajiri
@real_IpobDOS
@radiobiafralive





















