Analyzed the impact focus of 2,500+ angels vs. 20 human needs (benchmarked to market cap + gov spend).
*Markets back faster impact
*Governments underwrite long-term stability
Biggest gaps between both: mental health, housing, food, community 💚
Climate Tech Market Map 2026 💚 *Includes company logos scaled by market caps and a breakdown of total amounts invested per impact theme over the past 10+ years.
Kicking off Climate Week in DC then SF. Looking forward to my first bicoastal experience this year, with colleagues and friends working for the planet. 💚
🚨Fully Homomorphic Encryption (FHE) has all the hype for secure compute, but it breaks down at scale.
We built a production-ready alternative.
We just trained a Naive Bayesian classification model (6 features predicting 1 risk level target) on 500K encrypted records in 70 seconds.
Cost? Exactly 1 penny. 🧵👇
Have you considered using Faura to assess your home, your property, or your clients’ natural-disaster resilience?
Well no matter who you are, Faura is your perfect match. ��
Hot take: #FHE set encryption-in-use back 5 years by overhyping and underdelivering, and convinced a lot of smart people that #encrypted#ML 'isn't ready yet.'
Meanwhile, we just trained a #fraud model on 50K encrypted records in 90s. On standard hardware. #Demo in comments👇
Strong signal from builders focused on more social good: @ropantanal@JosephD@iamjohnellison@rossover @stevenhowell99 Serious work in health, AI, product, and infrastructure compounds. Ty for the follow! 💚
New connections building long-term systems that matter most: @e_okoegwale (Africa e-waste + fintech) · @kennymuteti (sustainable cities) · @AndresFGuerraL (energy × finance × tech) · @keiver (energy abundance, deep tech, 100-year plans). This is how the real world gets built. 💚
CES 2026 is in full swing and innovators from across the world are SHOWING UP. We've already seen incredible announcements and advancements on the keynote stage and show floor, and we're just getting started. As the breakthroughs begin, stay tuned to see what's new in tech this year.
Visit https://t.co/qaknF7yDwE and follow the latest updates from #CES2026 on our social media channels.
A handful of impactful books on Startups & Strategy you should read in 2026 via @posi2ive 💚
Founder vs. Investor (2022) by @Liz_Zalman & @ganeumann: How founders and investors truly collaborate.
Intended Consequences (2022) by @htaneja & @kmaney: Responsible innovation for durable companies.
The Cold Start Problem (2021) by @andrewchen: Launching and scaling networks with effects.
The Future Is Faster Than You Think (2020) by @PeterDiamandis & @steven_kotler: Exponential technologies accelerating change.
The Startup Checklist (2016) by @davidsrose: Step-by-step startup launch roadmap.
The Membership Economy (2015) by @robbiebax: Shift from ownership to access through subscriptions, communities, and recurring relationships.
Zero to One (2014) by @peterthiel: Bold principles for creating new monopolies.
More Awesome Than Money (2014) by @jimdwyernyt: Diaspora’s idealism versus startup realities.
Abundance (2012) by @PeterDiamandis & @steven_kotler: Tech-driven optimism for a prosperous future.
The Art of Strategy (2008) by Avinash K. Dixit & @BarryNalebuff: Game theory applied to real decisions.
The World Is Flat (2005) by @tomfriedman: Globalization reshaping business and competition.
The Innovator’s Dilemma (1997) by @claychristensen: Why incumbents lose to disruption.
https://t.co/3aBenK5B8H