PaschalIfeanyi🕵️ (@DefiPhilosopher) header
PaschalIfeanyi🕵️ (@DefiPhilosopher) profile picture

Mathematical Reasoning, LLMs Systems, Agentic AI, Robotics

Nigeria
Joined November 2023
Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)Photo by PaschalIfeanyi🕵️ (@DefiPhilosopher)
PaschalIfeanyi🕵️ retweeted
Learn AI safety in Cambridge for free. Housing, food and travel covered. CAMBRIA is a 3-week, in-person program: • $0 to attend • Housing and weekday meals provided • Travel reimbursed (up to $750, often 100%) • 24/7 office access + dedicated TAs • International applicants welcome What you'll build: • A Transformer from scratch • Mechanistic interpretability • LLM evals and AI control • Frontier alignment research reproductions • Your own capstone research project Jan 4–22, 2027. Applications close Nov 1. cbai.ai/cambria
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PaschalIfeanyi🕵️ retweeted
Summer 2027 internship for Bachelor & Master students interested in machine learning, neuroscience, and cognition. projects.tuebingen.mpg.de/ I don't know if I'll apply but if you're interested, take a shot
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PaschalIfeanyi🕵️ retweeted
🚨 A new MIT paper investigates "machine play." What happens when AI agents are left to explore on their own? Here's why it matters from an AI governance perspective: A new paper, written by MIT researchers @nacloos, @noranta4, @jacobandreas, @phillip_isola, Daniel Durbin, and Daniela Rus, investigates what happens when no specific instructions are given to AI agents. They placed a coding agent powered by Claude on a small simulated island and let it explore freely. Over 30 hours, the agent climbed hills, stacked blocks, drew mandalas, and tried sports like bowling. They associated this type of setting with human play: “We normally develop artificial agents by deciding in advance what they should practice, what they should optimize, and what counts as progress. Play suggests another regime: give an agent a sufficiently rich and safe world, let it choose what is interesting, and allow useful knowledge to accumulate from the history that follows. Perhaps some capabilities are best taught by tasks. Others may need something closer to a childhood.” In the paper, the authors show that: - an embodied AI agent architecture they named ‘Eko’ is able to spontaneously generate its own activities in an unknown world; - these activities exhibit behavioral signatures of play; - engaging in them triggers a form of learning that expands the agent’s later capabilities. On the project's website, you can see replays of what happened over these 30 hours, read the agent's quotes, explore specific behaviors, and learn more about the experiment. I found this study particularly interesting for AI governance research and practice, even though this was not the paper's main goal. As I shared a few days ago, frontier AI labs are currently focused on automating AI R&D, which, in practice, means that AI will soon conduct its own experiments and develop other AIs. Some say that this will lead to an “explosion of intelligence.” It remains unclear whether these “agentic researchers” will align with human values and goals. Moreover, recent agentic safety incidents, particularly the OpenAI/Hugging Face hack, have made it clear that AI labs have overestimated how much they know about agentic AI behavior and safety, and it is still unclear if they can guarantee that agents will remain under human control. The two paragraphs above are grim reminders of the urgent need for AI regulation and governance, and the risk of severe, multi-casualty events if we do nothing. They also remind us of the importance of continuous research on agentic AI behavior, including experimental studies like the one above. 👉 This is a very interesting paper with great graphics and carefully organized data; don't miss it (link below). 👉 Next week, at our 11th AI Ethics & Governance Workshop, we will discuss emerging AI security threats and practical measures to address them. Join us! 👉 To learn more about AI ethics, safety & governance, join my newsletter's 102,500+ subscribers below.
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PaschalIfeanyi🕵️ retweeted
Replying to @_Nsznn
Ideas can change your life... Just think
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PaschalIfeanyi🕵️ retweeted
📣 Applications for the @Airwallex Agentic Banking Hackathon open Monday, Oct 5 (SF Tech Week). 💰 $80k prize pool: → Founder's Choice: $30k → Judges' Choice: $20k → @Visa Prize: $15k → @metalntwx Prize: $15k Plus free credits from @claudeai, @awscloud, and @Base44. Tools, support, and judges from the partners above, plus @coinbase and @t0finance.
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PaschalIfeanyi🕵️ retweeted
Been paying more attention to AI safety lately and wondering what the work actually looks like? Most people in the field didn't start there. They came from ML infra, academia, policy, journalism, startups, and found their way in from wherever they were. On Thursday, October 1, we're hosting an evening for people who are new to AI safety or just curious about it: researchers, engineers, students, and anyone adjacent. Our researchers and lab residents will share how they got into the field and what they're working on now. Plenty of the paths are non-linear, because this work takes all kinds of people and skills. Come hear a few of their stories and meet others figuring out the same question. FAR.Labs, Berkeley, CA 6:30 to 9:00 PM Space is limited, so please register by Monday, September 28. Link below. Share this with anyone who's been meaning to learn more!
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PaschalIfeanyi🕵️ retweeted
Freelancers and agencies: Contra is paying you to build with Lovable. The Lovable Challenge on Contra: - Free Lovable Pro to build with - $25K prize pool - 1st place: $8,000 - 10 winners total The brief: Build a hypothetical appointment-based business. Think salon, clinic, fitness studio, tutor, consultant. Booking flow, availability, confirmations. Done. Even if you don't win, you walk away with a portfolio piece clients actually pay for. Guidelines + join here 👇 contra.com/community/topic/l… Bookmark this + tag a freelancer who ships fast.
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PaschalIfeanyi🕵️ retweeted
Y Combinator is accepting applications for Winter 2027 Batch. The accelerator behind Airbnb, Stripe and DoorDash offers: - $500K investment - 3 months in-person at the San Francisco campus - Dedicated YC General Partner (all founders) - Weekly dinners with fellow founders - Talks from OpenAI, Airbnb, Stripe & DoorDash founders - $12M+ in credits from OpenAI, Anthropic, AWS, Google Cloud, Azure and Stripe - Investor intros before Demo Day - Lifetime access to the YC alumni network Apply: ycombinator.com/apply
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PaschalIfeanyi🕵️ retweeted
Don't forget to tune in on Monday with Cohere Labs Research Scholar, @mhrnz_m! 🤩 Register now: luma.com/6fk52mka
Join us on Monday, September 28 as @mhrnz_m, Research Scholar at Cohere Labs, discusses her latest paper, “Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning.” (arxiv.org/abs/2609.10445) Mehrnaz will share insights from the research, explore what the findings mean for multilingual reasoning, and answer your questions live! Register to join: luma.com/6fk52mka
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PaschalIfeanyi🕵️ retweeted
Do you love teaching AI? We are hiring instructors! AI is rapidly integrating with our lives. This new reality requires engineers to build AI-native systems. If you want to upskill an entire generation of technical professionals, join us as an AI instructor. aiengg.dev/careers/apply/1 All the best!
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PaschalIfeanyi🕵️ retweeted
Meta just put $1M on the table for builders. Meta Global AI Developer Hackathon: - 10 days to build - Access to Meta's newest models - $1M in prizes - 100% virtual, open worldwide - Free to enter apply: dev.meta.ai/events/global-ha… No visa. No flight. No fee. Just a laptop and 10 days to ship. Bookmark this + tag the builder you'd team up with.
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PaschalIfeanyi🕵️ retweeted
1) The number of agents will keep growing 2) The number of agents that need to transact then keeps growing 3) Crypto and stablecoins will be their go-to payment rail Yep.
NEW IN: BlackRock says AI agents could become a major source of stablecoin demand.
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PaschalIfeanyi🕵️ retweeted
Netflix's member foundation models team is hiring a Winter '26 PhD research intern to build LLM-driven AutoResearch agents/harness for improving traditional recommendation models. Apply here: explore.jobs.netflix.net/car… If you’d be at COLM & think you’d be a good fit, DM to chat.
COLM is going to San Francisco for 2026! 🗓️Dates: October 6-9, 2026 🏨Venue: Hilton San Francisco Union Square Website and CFPs for papers and workshops coming up soon!
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PaschalIfeanyi🕵️ retweeted
I’ve been writing technical blogs for almost 10 years. And one thing writing has taught me: if you want to understand something deeply, try to teach it. Over the years, I’ve written 200+ blogs on AI/ML, 200+ on Android, and many more on backend engineering and system design. Every time I write, I learn. Writing forces you to question assumptions, understand concepts deeply, and explain them simply. I’m also grateful that my writing has reached 10M+ developers over the years. What started as a way to share what I was learning became one of the biggest ways I learned myself. Keep learning. Keep writing. Keep sharing.
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PaschalIfeanyi🕵️ retweeted
5 open opportunities for AI builders: 1.) a16z Speedrun Alpha - Cohort 2 Deadline: Oct 11 Up to $250K for technical students/recent grads (Founder track) or fast path to startups (Talent track). In-person SF. Apply: speedrun.a16z.com/alpha 2.) Open Agent Hackathon 2026 Reg closes: Oct 13 · Build: Oct 15–20 Online. Solo or teams of 5. Free. Prize pool up to $20K. Apply: hackathon.genai.works/event/… 3.) A36 Global Residency - Mumbai Oct 18 – Nov 2 16 days. 36 builders. AI/Web3/frontier. Demo Day Nov 2. Apply on Luma (approval required). Apply: luma.com/g3oz48ck 4.) Apart AI Collusion Research Sprint Oct 23–25 3-day sprint on AI agent collusion detection. Online + NYC/HK hubs. No prior AI-safety background required. Sign up: apartresearch.com/sprints/ai… 5.) TOA Residency - Cycle 2 Deadline: Oct 25 16 weeks in Boston. Free. No equity. Up to 12 early-stage AI-for-business companies. Optional IBM Ventures opt-in. Apply: the-open-accelerator.com/res… Bookmark and share.
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PaschalIfeanyi🕵️ retweeted
The reviews are in… The first participants to take the ROCm Associate Certification put it to the test, building their knowledge and applying new skills. The verdict: worth it. Get certified online: developer.amd.com/rocm-certi…
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PaschalIfeanyi🕵️ retweeted
hello world 👋
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PaschalIfeanyi🕵️ retweeted
✨ Follow and comment "projects" for hands-on projects to add to your resume (step-by-step guide included)! #AI #TechTok #TechCareers #CareerTips #FutureOfWork nextwork.ai/?utm_source=x&ut…
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