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Flow Research retweeted
It’s been an honor to serve as a judge in the Africa Deep Tech Challenge. The finale is happening today.
Come and witness AI built to run on commodity hardware, including everyday laptops.
I helped build the profiler, the tool used to measure performance across the submissions.
Additionally, @FlowResearch_ has donated $4,000 to the prize pool.
Looking forward to hearing from the finalists and seeing what they’ve built.
The finalists. The judges. One stage.
Join us for a LIVE defence of the Laptop LLM Final Pitch
Date: 17th October, 2026
TIME: 3–6 pm GMT+1.
Save your Seat: luma.com/81js96d4
What innovation do you think will take the top prize? Tell us in the comments.
#ADTC2026
#TheLaptopLLM
#AfricaDeepTech
#ADTC2026
#AfricanInnovation
Flow Research retweeted
@julian__duru is building something massive with @FlowResearch_
Visit flowresearch.tech and take advantage of the resources...Follow the curriculum and then build on that
Flow Research retweeted
funny thing is we have seen this vision already @FlowResearch_
people interfacing with agents in the digital and physical world.
it’s the vision behind all the tools we are building. all the talent pipelines we are forming. all the relationships. the coalitions.
Flow Research retweeted
Hi guys, so i'll be sharing my experience from building AI for Enterprises during my recent stint at Sift.
If you've ever wondered how access permissions move from tools like Slack and Linear to your workplace AI tool, come attend to get more details.
#SysConf #SysConf26
We're excited to announce Samuel Umoren (@saameeey) as a speaker at SysConf 2026!
His talk is titled "Enforcing Source Permissions in a Graph-Based AI Retrieval System."
Samuel built a workplace AI system that reads Slack messages and extracts decisions, tasks, and risks into Neo4j. These extracted items are then used in search, project timelines, and the context sent to a language model. However, the system had a permission gap: users could still see decisions from a private channel they didn’t have access to. This talk covers the details about how Samuel fixed it, tracing a single decision from Slack ingestion to AI retrieval.
#SysConf #SysConf26
ALT “Enforcing Source Permissions in a Graph-Based AI Retrieval System” is the title of Samuel’s talk at SysConf 2026.
ALT Samuel Umoren is an AI engineer, protocol researcher, and technical writer based in Nigeria. At Sift, he designed permission-aware retrieval for a Neo4j context graph, including source tracing, private-channel access, and data-leakage testing. He now builds protocol experiments and developer tooling, and has written over 200 technical articles.
Flow Research retweeted
At #SysConf26, I’ll be talking about how we’re building Workstream at @FlowResearch_ infrastructure for humans and AI agents to do real work, submit it, get it reviewed, and have every contribution properly tracked.
I’ll take one task through the system from start to finish: versioned rules, leases, verified files, the outbox pattern, review changes, and one-transaction acceptance.
No high-level architecture tour. I want to show what actually happens underneath when a piece of work moves through the system.
See you at SysConf.
We're excited to announce Abiola Adeshina (@abiorhmangana) as a speaker at SysConf 2026!
His talk is titled "Workstream: Governed Contribution Infrastructure for Human-Agent Work."
When building platforms where people and their AI agents can claim tasks and submit work for review, it is critical that the requirements, the exact submitted files, the check results, and the human decisions stay connected through the entire task lifecycle. @FlowResearch_ is building one such platform called Workstream, which Abiola leads.
In this talk, Abiola details the architecture of Workstream by following a single task from setup and claim to submission, checks, review, and acceptance. What happens when a reviewer requests changes? Why are versioned project rules important? Attend this talk to get answers to questions like these, along with the design decisions behind them.
#SysConf #SysConf26
Flow Research retweeted
it was an insightful session!
thank you Dr. @shadab1418 👏
Flow Research retweeted
We will be discussing research opportunities, identifying meaningful gaps, funding potential, grant readiness, and finding the right opportunities
Join us tonight for this conversation at 7PM WAT.
Set a reminder here xitter.cf/i/spaces/1qKDzWQMMkDJV…
Flow Research retweeted
What makes a research idea worth pursuing? And how do you position yourself to turn that research into a funded opportunity?
I will be hosting a conversation on this with @shadab1418 for @FlowResearch_ on "Exploring Research Opportunities and Positioning for Grants."
Flow Research retweeted
My people. how far. The folks @FlowResearch_ will be hosting a twitter space this weekend. Join us for a conversation with our guest.
If you build with tech or AI, you’ve probably wondered whether your work could become research and how to turn an “interesting idea” into something funders take seriously.
This Saturday, with Dr Md Shadab Mashuk, Assistant Professor at the University of Salford and AI Researcher, we’ll talk about finding real research gaps, turning ideas into researchable problems, exploring funding opportunities, and building credibility as an early-career researcher, student, or tech/AI builder.
🗓️ Saturday, 26 September 2026
🕖 7:00 PM WAT | 11:30 PM IST | 2:00 PM EDT
Set a reminder: xitter.cf/i/spaces/1qKDzWQMMkDJV…
Flow Research retweeted
we are opening access to Garden for beta-testers
apply here: forms.gle/F8j4c3SiQ4be5fcP8
Flow Research retweeted
We are getting ready to push garden into a wider audience, and will need your feedback in perfecting how best can help you run tasks and keep you one step ahead.
Kindly fill the form in the quoted tweet… thank you 😊😌
Garden is getting ready for its wider release, and we’re looking for people to test it before then.
You don’t need to be a developer. We’re looking for people who can use Garden regularly, spot things that don’t work, and share honest feedback.
If you’d like to help shape Garden before it reaches more people, fill out the form below 👇
🔗: forms.gle/F8j4c3SiQ4be5fcP8
Flow Research retweeted
I’m starting my ML journey. I’ll spend rest of the year learning and building in public. As a @FlowResearch_ Fellow, I’m exploring decentralized AI for shared fraud intelligence in Nigeria, starting with synthetic data, then federated learning, privacy, Byzantine attacks & trust
Flow Research retweeted
join us this weekend as we dive into the systems we’ve been building, while sharing more on our research direction and open problems. see y’all soon!
We’re excited to have David Ifebueme, Backend & AI Developer, and Julian Duru, Co-founder of Flow Research, joining us for our upcoming X Space.
We’re going inside Garden to unpack the technology, ideas, and possibilities behind a new kind of workspace.
Come hang out with us. 👀
📅 Sat, Aug 29
⏰ 7:00 PM WAT
Set a reminder here: xitter.cf/i/spaces/1pKdRDy…
Flow Research retweeted
I'll be speaking at Web3Lagos on the intersection between web3 and AI alignment.
Join me
AI agents are doing more than answering questions. They’re starting to do real work. But who keeps them accountable?
At #W3LC5, @BintuParis will explore The Missing Layer in AI: Incentives, Trust, and Accountability, and what Web3 can teach us about building better AI-human collaboration.
📅 Aug 28–29, 2026
📍 Glover Memorial Hall, CMS, Lagos
🎟️ Register: event.web3bridge.com
#Web3Lagos #W3LC5 #Conversations
Flow Research retweeted
There are already precedents for different parts of this model:
- Bitcoin for protocol-mediated digital money
- Ethereum and Solana for programmable economic coordination
- Bittensor for rewarding the production of digital commodities
- DePINs for coordinating distributed physical infrastructure
- LETS for community-based mutual credit
- @balajis network-state theory for internet-native communities capable of collective action.
These systems are not all the same, but they demonstrate the building blocks of all I’ve been yapping about:
Community-governed infrastructure, open protocols, mutual credit, verifiable contribution, collective intelligence, and fair distribution of value.
We are experimenting with different ideas at @FlowResearch_ . Interesting stuff…