iiinova — where your digital self keeps evolving

Reposted by Parul Singh

Ethan Mollick @emollick.bsky.social · 03/02/2026

A pretty bold comment in Nature written by linguists, computer scientists and philosophers declaring that AGI has been achieved. "By reasonable standards, including Turing’s own, we have artificial systems that are generally intelligent. The long-standing problem of creating AGI has been solved."

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Reposted by Parul Singh

Erin Maye Quade @erinmayequade.bsky.social · 27/01/2026

After executing Alex Pretti on Saturday, ICE has shifted to primarily targeting bus stops and elementary schools in my community this week. I cannot overstate how much of the ICE activity in my community is just targeting places where little kids are.

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Reposted by Parul Singh

Auschwitz Memorial @auschwitzmemorial.bsky.social · 27/01/2026

Auschwitz was at the end of a process. We must remember that it did not start from gas chambers. This hatred gradually developed: from ideas, words, stereotypes & prejudice through legal exclusion, dehumanization & escalating violence... to systematic and industrial murder. Auschwitz took time.

A bird's-eye view of a former Auschwitz II-Birkenau camp showing a wide dirt pathway flanked by parallel rows of barbed-wire fences. Groups of visitors walk along the path, surrounded by the remnants of brick structures and barracks, now reduced to foundations. Green grass contrasts with the somber history of the site, as the path leads toward a guard tower in the distance.

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Parul Singh @parulia.bsky.social · 08/07/2025

🧵 The stickiest AI products don’t feel magical. They feel inevitable. They don’t just show off what the model can do. They erase something frustrating from your workflow—so smoothly, you can’t imagine going back.👇

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Parul Singh @parulia.bsky.social · 23/06/2025

1/ 🔗 Founders are sleeping on one of the most powerful uses of AI right now: Prompt chains. 🔗 Not for writing emails or fixing grammar. But for thinking. Strategically. Here’s how I used one to generate startup ideas, GTM plans, SEO strategy—and more—in under an hour 🧵

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Parul Singh @parulia.bsky.social · 12/06/2025

Name a founder more people should be learning from—someone whose name doesn’t get mentioned enough. I’ve been lucky to back and learn from some remarkable founders. The ones I keep thinking about aren’t always the loudest or most followed. (1/3)

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Parul Singh @parulia.bsky.social · 11/06/2025

If AI could take one thing off your plate today -- what would you hand over without hesitation? I’ve been asking this in 1:1s with founders. And what’s surprising isn’t that they’re automating more -- it’s what they’re automating first. (1/3)

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Parul Singh @parulia.bsky.social · 10/06/2025

Everyone’s watching AI demos. But the real AI startups? They’re compounding quietly. I went deep on the Lean AI Leaderboard — dozens of startups with breakout traction. Here are 10 patterns from the teams actually pulling ahead 🧵

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Parul Singh @parulia.bsky.social · 09/06/2025

None of these existed in 2020. Anthropic: $61.5B Cohere: $5.5B ElevenLabs: $3.15B Harvey: $5B Moonshot AI: $3B Together AI: $3.3B Figure AI: $39.5B Crusoe: $2.8B Character.AI: $10B Perplexity AI: $18B Adept AI: $20B Mistral AI: $6.2B Combined valuation: $178 billion. #MondayMotivation

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Parul Singh @parulia.bsky.social · 03/06/2025

Everyone jokes about the 10X engineer. But the best ones? They absolutely exist—and they’re evolving. 🧵 The New Engineering Stack in the age of AI:

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Parul Singh @parulia.bsky.social · 15/04/2025

VC is broken. AI killed the old playbook. Here’s what’s next 🧵

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Parul Singh @parulia.bsky.social · 02/04/2025

Maybe we should all post inventions and innovations for a week, “made possible by NIH” or other grants. Science is historically not good enough at self promotion and this is a storytelling war.

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Reposted by Parul Singh

Russ Wilcox @russwilcox.bsky.social · 02/04/2025

@parulia.bsky.social distills to the core

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Parul Singh @parulia.bsky.social · 02/04/2025

In a world where software is a commodity and GPT-4 is table stakes… What actually gives startups a moat? Let’s talk about two of the most powerful—but often misunderstood—defenses: Data moats vs. Brand moats. 🧵

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Parul Singh @parulia.bsky.social · 01/04/2025

Embedded AI’s quietly winning—like spellcheck sneaking into Word and ruining standalone’s day. Thought UX didn’t matter? It’s everything now. Standalone apps are out there fighting gravity.

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Parul Singh @parulia.bsky.social · 31/03/2025

AI agents are here—CB Insights shares the wild stat that 60% of AI startups in 2025 are building self-running systems. Why now: ✅ Agents handle tasks solo 🤖 Scale without humans 🏎 Outpace LLMs fast

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Parul Singh @parulia.bsky.social · 28/03/2025

VC myths are killing your raise—here’s the truth: 📈 Raw traction beats polish (Notion’s buzz) ❤️ User love outpitches you (Figma’s advocates) 🔎 10 meetings > 100 (focus wins)

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Parul Singh @parulia.bsky.social · 27/03/2025

Big LLMs are overhyped—small, adaptive AIs are the real play: 🧬 Evolves mid-task (xAI’s tech) 🎥 Redefines creative (Runway’s films) 🎉 Quietly wins (no fanfare)

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Parul Singh @parulia.bsky.social · 26/03/2025

AI’s not a tool—it’s a boss. Jasper’s $100M ARR in 2024 proves it: ✍️ Writes ads solo 📈 Funds its growth 🛞 Humans just steer

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Parul Singh @parulia.bsky.social · 25/03/2025

RL’s stealing the AI show—ArXiv says it cuts costs 40% vs. LLMs. Why it’s huge: Adapts mid-task (Tesla’s Optimus) Outsmarts static models Wins where Big Tech lags

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Parul Singh @parulia.bsky.social · 24/03/2025

VCs are pickier than ever—PitchBook says Series A raises now take 5-7 months. Stop the grind: 👓 Focus beats volume 🪝 Lean pitches hook fast 👯 Network trumps cold emails

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Parul Singh @parulia.bsky.social · 21/03/2025

VCs are done blindly chasing growth—First Round says 70% now prioritize capital efficiency. Here’s why it's huge: 💰 Revenue > hype 🥇 Lean teams win 🤑 Profit signals trust The hidden truth? Relying on more funding adds risk. Capital independence is the quiet edge. Not sexy, but it works.

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Parul Singh @parulia.bsky.social · 20/03/2025

Big LLMs are over—ArXiv says micro-models like Mistral’s Mixtral 8x7B beat them on niche tasks with 10x less compute. Why it matters:

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Reposted by Parul Singh

Cathy Gellis @cathygellis.bsky.social · 17/03/2025

Him: I've been reading a lot of post-apocalyptic stories lately. Me: Oh, you mean the newspaper?

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Parul Singh @parulia.bsky.social · 11/03/2025

AI-native companies create compounding moats: Data flywheels, model improvements, and automation loops. SaaS? Mostly UI with APIs. Big difference.

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Parul Singh @parulia.bsky.social · 11/03/2025

This is spending I would have been happy for my tax dollars to support. Local farms + schools and food banks: seemed win/win www.politico.com/news/2025/03...

politico.com

USDA cancels $1B in local food purchasing for schools, food banks

States have been notified that they will not receive 2025 funding for schools to buy food from nearby farms.

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Parul Singh @parulia.bsky.social · 10/03/2025

New world order: Software = commodity? New platforms > old ones GTM + data = moats Early enterprise deals = consulting contracts Tiny teams -> profitable fast No one wants to IPO bc public markets are fickle, risky & onerous. Founders know VC rules & can fund each other. Growth VC may be redundant.

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Parul Singh @parulia.bsky.social · 10/03/2025

Venture dynamics are tricky for founders to navigate, until they’ve been through multiple rounds of funding and sometimes an acquisition. 👍🏽 10 rules of thumb for savvy founders: 🧵

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Parul Singh @parulia.bsky.social · 08/03/2025

My mother taught me everything about resilience, execution, and capital efficiency—long before I ever worked in startups. She never thought of herself as an entrepreneur. But in every way, she was one. 🧵

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Parul Singh @parulia.bsky.social · 08/03/2025

If everyone who did #StandupForScience didn’t also call their congresspeople it will have been pretty toothless. Given non-participation rates they only care about voters if they are demonstrably engaged. 🧬🦠🇺🇸

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Parul Singh @parulia.bsky.social · 07/03/2025

Don’t try to do everything and build everything for every customer — As tempting as it may seem to hedge your bets, it doesn’t enable you to build your own unique differentiation over time. Yes, this means you have to choose (and be stronger for it).

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Parul Singh @parulia.bsky.social · 07/03/2025

All the lenses on qualifying sales leads apply to finding P/M fit: —> who’s the buyer —> what are their purchase considerations —> is this a top 3 problem for them —> what could block a sale —> is it 10X rather than 2X better —> does it overcome inertia

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Parul Singh @parulia.bsky.social · 06/03/2025

Startups don’t fail because of bad ideas. They fail because: ⏱ they execute the right idea at the wrong time 🤺 the cofounders fight and split up 🚚 the founders never get a handle on distribution Testing market pull as early as you can fixes 2/3 so don't skimp on it.

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Parul Singh @parulia.bsky.social · 06/03/2025

AI won't replace managers. But it will force bad managers to improve—fast. 📨 A manager who just summarizes reports & sends emails? AI can do that. 👏🏽 A manager who hires, mentors, and builds teams? AI enhances them. People skills are the last *real* moat in leadership.

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Parul Singh @parulia.bsky.social · 05/03/2025

Some founders get caught up on ideas. But execution is what separates a billion-dollar startup from a good - even great - idea. 🔎 Google wasn’t the first search engine. 📘 Facebook wasn’t the first social network. 💲 Stripe wasn’t the first payments startup. They just out-executed everyone else.

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Parul Singh @parulia.bsky.social · 05/03/2025

Hackers love to hack systems, and sometimes the altruistic ones try to hack systems that will better the world. I’ve done this myself. But technical systems are harder to hack, than human ones. Healthcare, education, public policy, the problem of the commons —> not so easy to hack.

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Parul Singh @parulia.bsky.social · 04/03/2025

Remember that getting profitable gives you more options than not. @garrytan calls it getting into cockroach mode. crawl, walk, run, then race. (*hypergrowth is the race.)

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Parul Singh @parulia.bsky.social · 04/03/2025

VC hot take: unsexy markets are actually the hottest ones

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Parul Singh @parulia.bsky.social · 03/03/2025

Sim2Real + reinforcement learning + better synthetic data means robots will get *way* better without human-labeled training data 🤖

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Parul Singh @parulia.bsky.social · 03/03/2025

Move past SaaS metrics. In AI-native businesses, we ask: 🚀 Data flywheel speed? 🛠️ Cost per inference? 📉 Decreasing latency? 📊 Model efficiency gains? Growth isn't just ARR—it's intelligence accumulation.

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Parul Singh @parulia.bsky.social · 28/02/2025

The biggest AI companies in 2030 won’t be building models. They’ll be **controlling the data pipelines.**

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Parul Singh @parulia.bsky.social · 28/02/2025

Not enough people are talking about this insane advance that dropped last week. 🚀 AI just leveled up in synthetic biology. Scientists built the biggest AI model yet for designing DNA—moving from tweaking proteins to designing entire genomes. Here’s why this is so wild:

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Parul Singh @parulia.bsky.social · 27/02/2025

Your first 100 customers matter more than your first $1M in revenue. Why? Because they tell you: 🥰 If people actually *need* your product 💰 What they’re willing to pay 🎤 How to position your messaging Without strong early adopters, scaling is a guessing game.

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Parul Singh @parulia.bsky.social · 27/02/2025

People are out there building AI startups like it’s 2015 SaaS. It’s not the same game. The AI playbook is different: - There is no long-term moat in APIs. - The hardest part isn’t the model—it’s *distribution*. - AI products that feel ‘magical’ win. The rest get ignored.

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Parul Singh @parulia.bsky.social · 27/02/2025

If AI does 80% of the “hard” tasks in law, finance, and engineering… what actually makes someone a top performer in those fields? Curation Debugging Context Client management Something else?

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Parul Singh @parulia.bsky.social · 26/02/2025

Fundraising red flags: 5 signals that make VCs walk away 🚩 This week, I hosted a session with 5 founders prepping to fundraise. Their main question? What red flags make investors walk away? Here are 5 dealbreakers that can kill your raise before it starts: 🧵

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Parul Singh @parulia.bsky.social · 15/02/2025

If you’re not hiring the best people, you can be sure that your competitors are :-)

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Parul Singh @parulia.bsky.social · 14/02/2025

Knowing your own blind spots is truly a founder superpower. “I’m really good at product, but need to be supplemented on sales,” or vice versa. Hiring against those superpowers is a genius-level hack.

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Parul Singh @parulia.bsky.social · 14/02/2025

So many of my conversations with founders keep cycling back to the basics: ✅ simplify our language and messaging ✅ build trust and credibility with potential customers ✅ figure out the elements of a delightful experience ✅ reduce time to value ✅ run smart experiments ✅ do less but smarter

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