Taz Patel (@TazPatel) header
Taz Patel (@TazPatel) profile picture

Midwest to Marin. Connected 24/7. Biz @higgsfield. Advisor @perplexity_ai. Alumnus @UCBerkeley. Cofounder @captiv8labs. Advisor/Investor. #startuphustle

San Francisco, CA
Joined January 2009
Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)Photo by Taz Patel (@TazPatel)
Taz Patel retweeted
You already gave the LLM the answer. So why is it writing it out from scratch? Introducing a new AI model architecture: Constrained Decoding Models (CDMs) LLMs were built to write. Most production workloads just need an answer: fast, consistent, and affordable. CDMs are purpose-built for 1 task each. They read your input once and skip the token-by-token generative loop that makes LLMs slow and expensive. Not just a decision model, but a family of 3 CDMs live today: • Classify: define your labels and get back a calibrated probability + reason for each. Used for routing, tagging, and intent detection. • Extract: describe the entities in natural language and get back well-formed JSON with confidence scores + citations. Used for web scraping, document processing, and PII redaction. • Summarize: pass in long text, images, or PDFs and get back a consistent summary under 1,000 tokens. Used for context compaction, metadata generation, and transcript digests. Built for production: • 1M tokens of multimodal (text + image) input, 31x larger than Jev • 77.2% on DecisionBench vs Jev's 72% • 200x faster, 467x cheaper than frontier LLM APIs • $0.05/M input tokens. Output is free (yes, even for summarize) Live on your favorite platforms today: @OpenRouter @vercel_dev @LiteLLM @LangChain @TrustedRouter @itsArthurAI @useRouterPlus Get 50M input tokens for free (for the first 50 hours) at link below 👀
🤖 Made with AI
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We’re proud to welcome @GadzhiIman as an investor and advisor. He brings the experience of building businesses from the ground up. We bring AI tools that put more creative power in more hands. The next generation of entrepreneurs deserves the creative power of the world’s biggest brands. That’s the mission behind the partnership between Iman and Higgsfield. Together, we’re helping small teams create the kind of content that once took a whole production crew.
I’ve been keeping this a secret for a while, but earlier this year I made one of the biggest bets of my career & this time it's not in Silicon Valley or New York. It's in Almaty, Kazakhstan. I'm proud to officially announce that I'm an investor & advisor to @higgsfield
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Higgsfield is the most untold story in tech. $1BN in ARR in 18 months. Faster than everyone other than OpenAI and Anthropic. They spend $4M a month on models. They expect this to be $100K per person per month. They have 150 people working in a content machine. They will breed more millionaires than any other company in Kazakh history. For the first time, @alexmashrabov on the journey to $1BN in ARR. (below) 1. The Power of the Immigrant Founder Coming from Uzbekistan, Alex was pushed into competitive programming at age eight as his single path to reach the United States. For international founders, placing top in global competitions serves as the ultimate social elevator, instilling the relentless work ethic required to build breakout companies. 2. My Biggest Lessons in the Journey to Finding Product-Market Fit @higgsfield burned over $10 million of its $16 million seed round chasing hype and narrative rather than product quality. With under $5 million left, the team pivoted to product-led growth, solving camera control for creative directors, which immediately triggered organic hypergrowth without paid ads. 3. The 150-Person Content Team Powering Higgsfield's Billion in ARR Nearly half of Higgsfield's workforce consists of 150 in-house creative professionals producing tutorials, ads, and cinematic projects. Generating 90 minutes of TV-quality AI video requires 100 hours of raw output, proving human taste and curation remain the primary drivers of distribution. 4. We Spend $4 Million per Month on Models Higgsfield spends $4 million monthly on internal model usage, averaging $10,000 per employee so teams can freely vibe code and test workflows. Uncapped inference compute acts as a force multiplier, allowing top talent to discover breakthroughs at maximum velocity. 5. Why Chasing Benchmarks Is Bullshit and the Corporate Misalignment Occurring Public benchmarks have devolved into corporate psyops where lab researchers overfit test data to secure bonuses before job-hopping. Text-to-video benchmarks ignore real production workflows requiring 3,000-word prompts, proving direct customer iteration beats artificial leaderboards. 6. Why Team Sizes Won't Be Impacted as Much as People Think While AI handles over 60% of basic support requests, complex B2B environments cannot eliminate human teams. High product velocity constantly shifts rules and context, requiring smart, coordinated operators across legal and customer success. 7. Americans Are Way More Promiscuous When It Comes to Leaving Companies Silicon Valley workers routinely jump jobs every two years, prioritizing short-term trends over deep commitment. This transactional market gives international hubs an advantage, where cultural loyalty and team stability build compounding technical moats. (links in comments)
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Today Higgsfield crossed $1B in annualized revenue. We've grown 20x since September 2025. There’s a popular argument that foundation models will capture all the value in AI, leaving little for the application layer. Higgsfield is proving the opposite thesis, as better models expand what enterprises can achieve and increase the value of applications embedded in their workflows. That thesis is reflected in our business: 300% net revenue retention. 115% MoM growth in enterprise adoption since June. Positive gross margin since the beginning of this year. Thank you to our incredible team and everyone building it with us.
Today, 18 months after launch, our annualized revenue crossed $1 billion. The platform now powers organizations across the Fortune 500. Enterprise adoption has grown 10x since June. More than 30 million people worldwide now use Higgsfield. Thank you to the creators and teams building with us.
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Introducing Higgsfield API. 50+ frontier models in one API, at lower prices than a subscription. > Get up to 50% OFF discount on your 3 favorite models > Lock in your max-discount within 7 days > Pay per use with no commitment Build your own Higgsfield with the best prices in GenAI industry. Available at open.higgsfield.ai
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Taz Patel retweeted
AI video creation platform @higgsfield has reached a valuation of $5.4B after its latest funding round. CEO @alexmashrabov discusses the business & its growth trajectory: cnb.cx/4wCnGNl
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I don’t know another company that’s scaled from 0 to $700M rev runrate in 16 months. Congrats are in order to @higgsfield_ai @alexmashrabov on your $400M raise @ $5.4B led by @dst_global. We’re proud to have led the seed. Excited to where the next 12 mos takes you guys 🔥🔥
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Higgsfield crossed $500M annual run rate, 14 months after launch. We're growing 30% month over month, and last week we passed $2M a day in credit card billings. The bigger we get, the more we can invest in things that matter beyond our business metrics:
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Grok Imagine Video 1.5 is now on Higgsfield. The best model to push creative vision further. Best-in-class realism, stronger physics, faster generations. Top-tier on @arena at 1467 Elo. Proud to officially partner with the @xai team.
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NEW: Popcorn. Reclining seats. Packed audience. All facets of the movie-going experience I had last week when I saw "Hell Grind." One difference? Everything I watched was generated by AI. It was a surreal experience, one that didn't feel human — for now. Wrote about it: variety.com/2026/film/featur…
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Taz Patel retweeted
Introducing ScaleDown 15x cheaper. 63x faster. 5.1% more accurate than GPT-5.4 Mini. Task-specific SLMs for the 70-80% of AI workloads that don't need a frontier model. From NeurIPS '25 to scaledown.ai
🤖 Made with AI
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🎬 @higgsfield is accelerating professional video production, enabling millions of creators to produce content at unprecedented speed and scale, powered by NVIDIA Blackwell. They utilized our accelerated computing platform for: ✅ 30% faster training on NVIDIA HGX B200 and B300 systems, including on @nebiusai ✅ Infrastructure reliability through NVIDIA NVSentinel and DCGM ✅ Advanced creative control and optimized performance with NVIDIA CUDA libraries and InfiniBand networking Learn more ➡️ nvda.ws/4n124qy
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Taz Patel retweeted
Ang body got connects at highsfield ai we using it heavily!
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Today is a big day for us. We've just released SOUL 2, the next generation of our flagship in-house image model. This is a product we've been working on for the past six months. A bit of backstory: when we released the first SOUL, the response was absolutely rewarding. It became the go-to model on our platform, and grew into a daily creative tool for hundreds of thousands of people. It was the first image model in the AI space that didn't have the "AI plasticity". It had taste, and we're happy that creators and brands have adopted it for real commercial work. To take that further, we've worked closely with creatives, art directors, photographers, stylists, and concept artists to build SOUL 2. They helped define what quality really means. We're very excited for beauty, fashion, and lifestyle brands to adopt Soul 2 for their ideation and photoshoot workflows. And with SOUL ID, we're opening that door even wider, now, anyone can be a model. Higgsfield built this to bring high-quality artistic taste to AI and let the two worlds elevate each other. To celebrate the launch, we're giving up to 5,000 free SOUL 2 generations per user, depending on your plan. Can't wait to see what you create.
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Going from $100M to $200M run rate in two months doesn't happen alone. We have incredible partners behind us.
.@alexmashrabov and the @higgsfield_ai team are seeing meteoric growth. @stripe powers their checkout, billing, and new creator marketplace. Higgsfield launched on Stripe in three days. Just nine months later, they’re selling in 150 countries at a $200 million annual run rate. stripe.com/newsroom/news/hig…
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Congrats to @alexmashrabov for scaling @higgsfield_ai from 0 to $100M last year, 2x in last 2 months, and announcing your $80M latest round at $1.3B 🚀🚀 Proud to have led the seed. 15M users generate 4.5M videos a day and now they’ve cracked enterprise teapawt.org/higgsfield_ai/status/2…
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Curiosity is a requirement for greatness. You win when you keep asking new questions every day. That’s why I am proud to announce my investment in Perplexity. Perplexity is powering the world’s curiosity, and together we will inspire everyone to ask more ambitious questions. Perplexity.ai/ronaldo is just the beginning!
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Today, we're announcing a first-of-its-kind partnership that brings enterprise-grade AI to the United States Government. Enterprise Pro for Government offers agencies powerful, model-agnostic AI with secure-by-default guarantees for all federal users.
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Love this! @LewisHamilton
Perplexity helps you know it all, whether you’re a world champ fine tuning a high performance machine or… looking up soil content in South America to impress your neighbor.
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Comet is now available to everyone in the world. In the last 84 days, millions have joined the Comet waitlist looking for a powerful personal AI assistant and new ways to use the internet. The internet is better on Comet.
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