Ibrahim Haddad, Ph.D.

Chief Open Source Officer & VP Engineering | Open Source + AI Ecosystem Strategy | Founding ED, PyTorch Foundation | ex-VP Linux Foundation, Samsung

[The Linux Foundation @linuxfoundation]

How do you measure OSPO value beyond activity metrics?

Most OSPOs are evaluated on activity counts. A new report by Ibrahim Haddad (@ibrahimatlinux) with LF Research and @todogroup proposes a better way: four dimensions that connect OSPO work to actual business outcomes including cost avoidance, resilience, risk foresight, and ecosystem influence.

Read the report: https://t.co/vYlnatVBsq

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

3 plausible futures for the #AI Stack:
1⃣value flows to compute
2⃣value flows to applications
3⃣unclear yet

A detailed walkthrough of the stack (Fig 1) & a discussion of the scenarios (Fig 2) is coming up.

DM me if you're interested in reviewing the draft.

#OpenSource

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

You've seen 0.01% of Tux. Here are the other 9,999.

#Linux turns 35. Aline Nassar designed the artwork, a generative engine did the rest. 10,000 images, public domain (CC0). Use them in your talks, events, docs, stickers, etc.

https://t.co/PMmWHtEf87

#OpenSource

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

SBOMs are now a regulatory requirement. This new report "Beyond the Static #SBOM" maps the SBOM journey from creation to archival across US, EU & Chinese frameworks, and offers practical recommendations.

➡️Check it out:
https://t.co/6A7h0cicyY

Thanks @FOSSID_AB for publishing.

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

New report: "Measuring OSPO Value".

The OSPO Value Framework measures the business value of an #OSPO across 4 dimensions: cost efficiency, operational resilience, risk anticipation & strategic influence.

➡️ https://t.co/DZ9FEO7zG1

Thank you @linuxfoundation for publising.

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

I still have the Linux Journal covers from when putting a telecom stack on free Linux was strange enough to be a magazine story.

What I missed: that value never came back.

https://t.co/j4dfAORjNx

#opensource

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

Four times in 25 years I watched the same pattern play out. Each time most of us saw an engineering pattern while it was a pricing event. It is happening again right now over the AI model and agents layer.

Read about it here:

https://t.co/aEvUlOIepQ

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

@samj @aimodels_org @matthew_d_white Hey @samj thanks for flagging this. It turns out that license is the default choice when uploading. We will change it to CC BY 4.0. PS: Fastest way to reach us is via email (our emails are on the paper). Thanks all.

[LF AI & Data Foundation @LFAIDataFdn]

🚀 Announcing RYOMA: LF AI & Data’s latest Sandbox project! This AI-powered framework is crafted to efficiently solve complex data challenges, boosting operational agility across sectors. 🚀

🔗 Explore RYOMA's features and get involved: https://t.co/w1a0800ioy

#opensource #oss

[PyTorch @PyTorch]

15 DAYS until #PyTorchConf, Sept 18-19 in San Francisco! Join us to shape the future of #PyTorch, engage in technical sessions, explore collaborative opportunities + connect with a global network of developers. Register: https://t.co/mLSJE7dYcI. Schedule: https://t.co/axGnKC0Oro

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

Boost Software Security with SBOMs 🛡️

Explore how SBOMs enhance transparency, compliance, & security. Key mandates: US EO 14028, EU Cyber Resilience Act, @LinuxFoundation @spdxteam.

https://t.co/qdBbfzZ7V8

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

#Opensource software can be a powerful tool against cyber threats when used effectively.

In this post, I highlight how the core characteristics of the open source development model contribute to combating cyberthreats.

https://t.co/QS7brD4SSO

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

📷 NEW AI/ML COURSES LAUNCHED: three, 1-day, instructor-led courses covering: GenAI Prompts, AI/ML Intro & RAG. Americas time zone classes starting soon. Get all the details here!
#AI #AIML #GenAI #RAG #AIPrompts

https://t.co/taPAcAfmJ9

[Overture Maps Foundation @OvertureMaps]

We’re pleased to announce the General Availability (GA) of our global open maps datasets.

✅Base, Buildings, Divisions, Places themes are now GA
✅New alpha Address theme: 200M+ addresses from 14 countries
✅A new visualization tool

Learn more:
https://t.co/KKw6ALdpmo

[LF AI & Data Foundation @LFAIDataFdn]

Last week at IBM's TechXchange Day, Ibrahim Haddad shared valuable insights in his presentation on “The Linux Foundation’s Impact on Advancing Open Source AI Development and Innovation”. 🚀

Get the full details and watch the session on our blog now! ⬇️

https://t.co/ktpmkSgSdh

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

A growing open source AI ecosystem. Check out the interactive landscape and explore your favorite open source AI & data projects: https://t.co/EgvRBgDGUP

[LF AI & Data Foundation @LFAIDataFdn]

Last month, Paris was the hub of AI innovation as we hosted AI_dev Europe 2024! 🎉 Speakers from 50 organizations covered topics across six key themes, reflecting the diverse and dynamic nature of #AI development.

Watch all sessions on YouTube: https://t.co/nxPXAxMrnK

#aidev

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

@ClementDelangue @cailean_osborne Thanks Clem for the supportive feedback. We have 80+ orgs active in the @LFAIDataFdn GenAI effort and would love to +Huggingface & implement an integration of the MOF to the HF space, adding transparency on available model elements & removing ambiguities from model licensing.

[Ibrahim Haddad, Ph.D. @ibrahimatlinux]

The @linuxfoundation AI_dev is going to Tokyo 🇯🇵 Oct 28-29, 2024. We had an incredible AI_dev Paris 🇫🇷 and preparations are in full swing for the Tokyo edition.

The CFP is open until July 7: https://t.co/x7515c61QS

Event info: https://t.co/U8ai3wvNUs

See you there!