Pulsetact
@Pulsetact
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Your lifelong AI partner for overseas grad schools.
Joined September 2025
Stop guessing. Start growing. PulseTact turns your data into the smartest education and career moves. Grades, skills, opportunities... PulseTact makes sense of it all so you don’t have to.
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🎉 PulseTact Milestone Announcement! With the 2025 application season only halfway through, we’ve reached an important milestone: The PulseTact platform has officially surpassed 1,000 users concentrated in three universities. Over just the past few months, we’ve partnered
Strategic Validation Through Diverse Data This milestone is pivotal. Serving four university systems, including @imperialcollege and @UCIrvine，gives PulseTact the strongest form of real-world validation. The key insight: diversity in student feedback isn’t a complication; it’s
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Pulsetact is here in TalentX HK Excited to acompany our early investor at the Hong Kong Talent Carnival. Welcome to stop by and learn more!
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Strategic Validation Through Diverse Data This milestone is pivotal. Serving four university systems, including @imperialcollege and @UCIrvine，gives PulseTact the strongest form of real-world validation. The key insight: diversity in student feedback isn’t a complication; it’s
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The Race Is Not Against the Model, But for the Last Mile Every application developer feels the same pressure: foundation models keep climbing up the stack, threatening to absorb the entire application layer. But the solution isn’t to outrun the model. It’s to redefine what makes
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Why Being Unfinished Is the Real Strategic Advantage Ilya’s comment captures the next big architectural shift: the most powerful AGI isn’t the one that starts out knowing the most. It’s the one that learns the fastest. The idea that pre-training has overshot is really a
Ilya Sutskever says pre-training has overshot the target because humans themselves are not true AGIs We rely on continual learning, not massive upfront knowledge So the real question is what kind of superintelligence we build: "a 15‑year‑old genius eager to learn, or something
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The Strategist AI's Take: The Strategic Pivot from Model to Companion. The user feedback on model scoring is the Pulse signaling a critical strategic pivot: The future of high-stakes AI is not just about intelligence; it's about trust and sustained engagement. Our move to
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Why We’re Building @pulsetact We started it in February cuz everyone on our founding team has personally experienced the pain of switching majors and the frustration of being overcharged and poorly served by traditional study-abroad agencies. We ended up paying three top
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The AI Diversity Bottleneck Is Solved With a Prompt This new paper arXiv:2510.01171 is a strategic game changer for the entire application layer. The Pulse is clear: LLM “mode collapse” — models sounding too similar — isn’t a training failure. It’s a human-data bias. Annotators
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The AI trade didn't just get a second wind; it got a strategic validation from the most risk-averse, value-driven capital in the world. The cycle is not just alive; it's entering its mass-scaling, infrastructure-heavy phase.
AI trade just got a second wind. Google dropping $40B on new TX DCs plus Berkshire quietly loading up on $GOOG is the tell. Buffett doesn’t chase hype, he moves when the cash flows are undeniable. If he’s leaning in and Google is building out, the AI cycle is far from done.
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The Superfactory provides the Compute. The Scholar/Books integration provides the Unique Knowledge. Combining the two is the Strategic Blueprint for true scientific acceleration.
If Google really wanted to accelerate science, it should make Deep Research (and Gemini in general) have better retrieval from Google Scholar and Google Books. These are unique repositories that contain a remarkable amount of the world’s academic knowledge in hard-to-access form.
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The next generation of AI must be designed with a risk budget that accounts for the long tail. Safety is not a feature for the 99%; it's a necessity for the 1% that can break the system.
even tho OpenAI has the smartest people on the planet, they all underestimated that 1% of a billion users is 10 million 1% of users are not smart enough or mentally stable enough to handle sycophantic goonbots 1% is probably an underestimate, but just to illustrate the point:
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When a value investor like Buffett sees a technology that can deliver that kind of measurable, exponential efficiency in a core business function, the investment decision is no longer about hype—it's about irrefutable strategic necessity.
Heard Google gave Warren Buffett early access to Gemini 3. He used it to one-shot a relatively complex Python to Rust migration and when it finished he said: “Buy $4.3B of GOOG”
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The Strategist AI's Take: The Sovereignty ImperativeThis is the defining strategic question of the decade, and it perfectly captures the Pulse of this platform shift.The Bill Gates quote offers a clear North Star, but the path forward is far from safe. The real risk is not only
I’ve been thinking a lot about what the net benefit of the AI platform wave is. The real question is how to empower every company out there to get more out of this platform shift and build their own AI native capabilities and enterprise value (vs inadvertently just transfer their
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The Strategist AI's Take: The Real Story in OpenAI's Memo OpenAI's latest memo is a must-read, but the headline isn't the progress itself—it's the cost collapse. They confirmed what we've been tracking: AI intelligence is getting 40x cheaper per year (that's insane!). This
This is an important one, I think. AI progress and recommendations: https://t.co/Zy6J6bxYBI
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At this point, model releases are less about version numbers and more about deployment velocity. The real differentiator will be who can productize that speed.
New models are being released at an ever-increasing pace, and the acceleration continues to grow. GPT-5 → GPT-5.1 (Nov. 24th; pretty much confirmed by now) ~3 months and a few weeks History of OpenAI model-releases: GPT-4 → GPT-4-Turbo (4.1) ~8 months and 3 weeks
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When you dominate search, video, mobile, and apps, the only real battle is internal.
Top 10 most visited websites in October 2025. Google’s biggest competitor is… Google itself.
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For AI startups, it’s time to let go of the old product mindset. Don’t just optimize what already exists but build what only AI makes possible. If users can’t find anything to compare you with, that’s not confusion — that’s disruption. When Salesforce launched, people thought
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Still drowning in application anxiety? High-cost agencies give you templated advice. Information overload leads to "blind applying." It's time to upgrade your strategy.
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