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Forward
Dawn
36 episodes
3 days ago
On Forward we talk with founders transforming industries and solving the world's biggest challenges and people who help them on their journey. Video versions of recent episodes: https://www.youtube.com/@forwardbydawn
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Entrepreneurship
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All content for Forward is the property of Dawn and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
On Forward we talk with founders transforming industries and solving the world's biggest challenges and people who help them on their journey. Video versions of recent episodes: https://www.youtube.com/@forwardbydawn
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Entrepreneurship
Business
Episodes (20/36)
Forward
CEO coaches and their value for a startup founder - Spencer Kimball, Cockroach Labs

We sat down with Cockroach Labs’ (last valued at $5B)  Spencer Kimball to talk about the value of the CEO coach to a startup founder, the key factors making this relationship effective, and why being honest with your team is critical for the company’s success.


Cockroach Labs is the creator of CockroachDB, the most highly evolved, cloud-native, distributed SQL database on the planet. Helping companies of all sizes — and the apps they develop — to scale fast, survive failures, and thrive everywhere. CockroachDB is in use at some of the world’s largest enterprises across all industries, including some of the most recognized companies in banking, media & entertainment, retail, and technology. Headquartered in New York City, Cockroach Labs is backed by Altimeter, Benchmark, Greenoaks, GV, Firstmark, Index Ventures, Lone Pine, Redpoint Ventures, Sequoia Capital, Tiger Global, and Workbench. 



Web: https://www.cockroachlabs.com/

Linkedin: https://www.linkedin.com/company/cockroach-labs/

CEO Pod: https://www.venwise.com/

CEO coach: https://www.linkedin.com/in/markteitell/


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2 years ago
30 minutes 54 seconds

Forward
Protecting private personal information - Patricia Thaine, Private AI

We sat down with Patricia Thaine to talk about the current state of the privacy space, identifying PII with high accuracy, generating synthetic personal information, and what’s the right culture for building a privacy-focused company.


Patricia is the co-founder and CEO of Private AI. Started by privacy and machine learning experts from the University of Toronto, Private AI’s mission is to build the privacy layer for software. 


0:00 - The state of data privacy

2:16 - Private AI approach to remove private information

11:48 - Generating synthetic personal information

14:00 - Case studies

20:30 - Optimizing NLP models to run efficiently and annotating data

23:57 - Starting Private AI, recruiting customers, raising funds

34:20 - Acquiring the initial dataset to train the models

36:50 - The culture for the privacy-focussed company

42:30 - The future of the privacy space



Links:

Web: https://www.private-ai.com

Blog: https://www.private-ai.com/blog/

Linkedin: https://www.linkedin.com/company/private-ai/




At Dawn we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com   

Contact us at forward@dawn-gv.com 


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2 years ago
47 minutes 3 seconds

Forward
Building a software product loved by customers - Tom Lavery, Jiminny

We sat down with Jiminny’s Tom Lavery to talk about building a product loved by customers (Jiminny is rated 4.7), applying AI to analyze sales calls, customer success as a key differentiator, mortgaging a home to fund the business, and why it makes sense for the CEO to spend 60% of your time talking with your customers.


Tom is the CEO and founder of Jiminny. Jiminny is the conversation intelligence platform that records, transcribes, and analyzes sales calls to help teams coach at scale, win more deals and smash targets. With Jiminny, teams take the next step toward quicker ramp-up time, enhanced pipeline visibility, higher win rates, and ultimately more revenue for the business. Jiminny raised $19M to date.



The audio version is available everywhere you listen to podcasts. 

https://anchor.fm/forward-by-dawn/



0:00 - What challenges Tom faced as a sales leader, that led him to start Jiminny

3:29 - Jiminny’s capabilities

09:41 - What does success look like with Jiminny’s implementation

14:20 - Customer success function as a massive differentiator

16:12 - Building a product that loved by customers

19:20 - How to stay focused on the customer as the organization scales

25:40 - Jiminny’s origins 

28:49 - Getting first customers

30:50 - How to pick the right features for your MVP

34:22 - AI capabilities

38:17 - Fundraising seed vs. series A

44:31 - Tom’s vision for Jiminny



Links:


Web: https://jiminny.com/ 

Twitter: https://twitter.com/tomlavery7

Linkedin: https://www.linkedin.com/in/tomlavery7/ 



At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com 

Contact us at forward@dawnglobalventures.com

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2 years ago
50 minutes 13 seconds

Forward
Applying AI to natural resource investments - Adam Rozencwajg, Goehring & Rozencwajg

In this conversation with Adam, we managed to combine 3 of my favorite topics - AI, energy, and investing. We talked about applying AI to solve the oil wells’ productivity surge puzzle, building an ML system in the environment of an investment firm, Adam’s views on the solar, wind, and nuclear, as well as the future energy supply breakdown in the US, Europe, China, and India.


Adam is a Managing Partner of Goehring & Rozencwajg. Goehring & Rozencwajg (G&R) is a fundamental research firm focused exclusively on contrarian natural resource investments with a team with over 30 years of dedicated resource experience. G&R is an SEC Registered Investment Advisor. 



0:00 Goehring & Rozencwajg Profile. Lessons from 30 years investing energy and minerals

12:26 Applying AI to the fundamental research & Solving the doubling of oil wells’ productivity puzzle

37:26 Global fossil fuels supply picture

47:10 Solar & Wind as sources of energy

54:29 Nuclear energy

58:56 The future global energy landscape

 


Links:


Web: gorozen.com 

Letters: http://gorozen.com/research/commentaries 

US geological survey: https://www.usgs.gov/ 

Twitter: @GoRozen

Linkedin: https://www.linkedin.com/company/goehring-&-rozencwajg-associates-llc/ 

Video on the history of energy: https://www.youtube.com/watch?v=Jz75yScqPpQ 

At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com 



Contact us at forward@dawnglobalventures.com 

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2 years ago
1 hour 2 minutes 3 seconds

Forward
GPT-4 and Plugins - Tomas Vykruta (ML @ Google, Founder @ EvolutionIQ)

We caught up with Tomas Vykruta (founder at EvolutionIQ, ex. Machine Learning @ Google) to talk about GPT-4 & Plugins. We discuss vision, input vector size, plugins, and the path to fostering a competitive environment with multiple options of foundation models for developers to choose from.

0:00 - How GPT-4 is different from previous generations. What changed and what stayed the same.

6:40 - GPT-4 vision

9:00 - Expanding the size of the input vector

12:50 - ChatGPT Plugins

20:25 - Data storage

22:45 - GPT-4 alternatives


Links:

Codex: https://twitter.com/mckaywrigley/status/1638011552401096705

Alternatives: https://techcrunch.com/2023/03/21/googles-bard-lags-behind-gpt-4-and-claude-in-head-to-head-comparison/



At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

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2 years ago
27 minutes

Forward
Improving health outcomes with data and AI - Dave DeCaprio, ClosedLoop.ai

We sat down with Dave DeCaprio to talk about predicting preventive interventions in healthcare, designing for explainability, bias and fairness, as well as building a domain-specific language to operate the platform, working on the human genome project and the forthcoming healthcare data revolution.


Dave is the CTO & Co-founder at ClosedLoop.ai. Purpose-built for healthcare, ClosedLoop is a data science platform built specifically and exclusively for healthcare that combines an intuitive automated machine learning platform with a comprehensive library of healthcare-specific features and model templates. Customers use ClosedLoop's Explainable AI to drive clinical excellence, operational efficiency, value-based contracts, and enhanced revenue. 

Example applications include predicting unplanned hospital admissions, recommending palliative care, predicting total utilization/cost, preventing ED over-utilization, reducing out-of-network utilization, avoiding appointment no-shows, predicting chronic disease onset or progression, improving clinical documentation and reimbursement, and dozens more.

ClosedLoop raised $50M and is backed by Greycroft, .406, and Telstra Ventures among others. 



Timestamps:

0:00 - Healthcare Data Science Platform

05:58 - Population health and other use cases powered by ClosedLoop 

13:35 - Value-based care in the US

19:40 - AI systems powering ClosedLoop

28:20 - Designing for explainability

35:15 - Approaching bias and fairness

40:20 - Starting ClosedLopp

49:52 - How to think about your company mission and the team you bring in

53:17 - Convincing first customers and getting access to data, fundraising

1:00:54 - Winning an AI Health outcome challenge - the largest AI health competition ever sponsored

1:05:52 - Healthcare data revolution

 

Links:

Web: https://www.closedloop.ai/ 

Linkedin: https://www.linkedin.com/company/closedloop-ai/ 

Twitter: https://twitter.com/closedloopai 

Health Outcomes Challenge: https://www.cms.gov/newsroom/press-releases/cms-selects-winner-and-runner-artificial-intelligence-health-outcomes-challenge 

At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com 

Contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 10 minutes 19 seconds

Forward
Getting the mining industry ready for the energy transition - Andrew Job, Plotlogic

We sat down with Plotlogic’s Andrew Job to talk about mining industry challenges, strategic reserves of key green metals, mixing advanced sensors with AI to boost mining productivity, and extending the life of existing mines.

Plotlogic has taken the mining industry by storm over the last 12 months - signing four of the world’s top five mining companies, completing a $25 million capital raise backed by BHP (its first investment in a mining tech company) and well-known California-based venture capital firm Innovation Endeavors.

Plotlogic was started by Andrew Job, a 20-year mining industry veteran, while he was doing his Ph.D. at the University of Queensland. Its technology uses a combination of advanced imaging and artificial intelligence to characterize ore in real time. It is much more accurate than traditional mining methods and enables mines to operate far more efficiently, with less wastage and environmental impact.

The tech can extend the life of existing mines and is also helping revive industries like the tungsten industry which has lain dormant in Australia for more than three decades because of the exorbitant costs involved as well as environmental legacy issues. Plotlogic has rolled out its tech with Australia’s only operating primary tungsten producer EQ Resources where it is starting to scan the mountains of tailings enabling recovery of tungsten and the clean-up of the previously moth-balled site.

The company is constantly innovating and recently achieved a significant breakthrough with iron ore producer SIMEC - managing to reduce assay turnaround time from seven days to less than 24 hours. With the timely return of drilling results a major problem particularly for junior explorers, this is an industry game changer.


0:00 - Four big challenges of the mining industry: fossil fuels, green metals, environment, productivity

12:57 - Fighting mining productivity decline with better tools, sensors, and AI

20:00 - Case studies. 20% uplift in mining performance and increased turnaround time

33:53 - AI technologies & sensors deployed by the company

41:00 - Collecting data for initial training

49:00 - Andrew’s journey: Mining, Ph.D., starting a company

53:00 - Principles over paradigms, and the two other pillars of the Plotlogic’s culture

1:00:00 - The future of the mining industry


Links:

Web: https://www.plotlogic.com/

Linkedin: https://www.linkedin.com/company/plotlogic/

Andrew: https://www.linkedin.com/in/andrewtjob/



At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

Contact us at forward@dawn-gv.com

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2 years ago
1 hour 12 minutes 55 seconds

Forward
Unlocking billions of value for life science companies with medical analytics - Dipanwita Das, Sorcero

We sat down with Sorcero’s extraordinary Dipanwita Das to talk about working with T-1 Pharma and early-stage biotechs, building the largest open-access scientific literature database, 10x-ing productivity, and surfacing strategic signals with the medical analytics platform powered by the latest advances in NLU.

Dipanwita Das is the CEO and founder of Sorcero. Sorcero is on a mission to improve patient outcomes by empowering life sciences experts to dramatically increase productivity, decrease literature monitoring time, and increase tracking of portfolio products.

Sorcero raised $16M and is backed by City Rock Ventures Partners, Harmonix Fund, Rackhouse, Mighty Capital, Leawood VC, Castor Ventures, and Worldquant Ventures among others.


0:00 - Medical analytics platform for life science companies.

09:13 - Case studies: Increasing productivity by 10x, reducing costs, unifying internal and external data, surfacing strategic signals

14:00 - Getting to insights faster with the help of AI

18:24 - AI technologies powering Sorcero: LLMs, Summarization, MLOps

33:45 - Dipanwita’s pass to founding Sorcero: starting a consulting firm, falling in love with healthcare

38:01 - Benefits of reading science fiction

40:40 - Building the team for Sorcero as a recent immigrant, without a huge network

45:52 - 0-to-1 people vs 1-to-100 people

51:00 - Building a culture of mastery, humility, collaboration

56:30 - The future of medical analytics at Life science companies / medical affairs transformation


Web: https://www.sorcero.com/

Linkedin: https://www.linkedin.com/in/dipanwitadas/

Twitter: https://twitter.com/dipanwita_d

Turing test of summarization: https://www.sorcero.com/blog/ai-experiment

Sorcero and OurResearch Partner to Bring Open Access Scientific and Medical Content and Patient-Centric Publication Metrics to Life Sciences: https://www.prweb.com/releases/sorcero_and_ourresearch_partner_to_bring_open_access_scientific_and_medical_content_and_patient_centric_publication_metrics_to_life_sciences/prweb19134162.htm


At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

Contact us at forward@dawn-gv.com

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2 years ago
1 hour 1 minute 15 seconds

Forward
Boosting B2B GTM efficiency with tailored data sources and AI - Leena Joshi, CEO and co-founder, CloseFactor

We sat down with CloseFactor’s Leena Joshi to talk about boosting GTM efficiency with tailored data sources and machine learning, partnering with Sequoia Capita (seed/A), doubling LaunchDarkly reps productivity, and building a team at your startup.


Leena is the CEO and co-founder of Closefactor. CloseFactor is the world’s first GTM operating system for revenue teams. Using machine learning to automatically curate unstructured information about companies and extract meaningful insights that go-to-market teams can act on, CloseFactor identifies your best customers, empowering sales and marketing teams to hit their goals.


Closefactor raised $20M from Sequoia, Vertex, and GTMFund among others.


The audio version is available everywhere you listen to podcasts.

https://anchor.fm/forward-by-dawn/



0:00 - Why does a company need a GTM operating system?

3:38 - Customizing Closefactor to the customer needs: datasets, GTM motion

9:08 - Using Closefactor: talking to the right people about the relevant ongoing challenges

14:25 - Case studies: Faster ramp times, 2x reps productivity, increased visibility into the market

16:20 - Implementing Closefactor

21:51 - What’s the best engagement strategy for a sales rep?

23:49 - Starting Closefactor: from enterprise GTM exec to a founder. Finding first customers.

29:00 - Partnering with Sequoia Capital

33:35 - Building an effective team at your startup

38:20 - Leena’s vision for CloseFactor



Web: https://closefactor.com/

Twitter: https://twitter.com/close_factor

Linkedin: https://www.linkedin.com/company/closefactor/

Careers: https://closefactor.com/company/careers/

At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

Contact us at forward@dawnglobalventures.com

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2 years ago
39 minutes 43 seconds

Forward
Using AI to build better AI - Yonatan Geifman, CEO/founder of Deci

We sat down with Deci’s Yonatan Geifman to discuss applying AI to build better AI - at the edge and in the cloud and boosting inference performance by 3x-10x. We also talked about NAS, dealing with uncertainty in AI, how 22-23 environment is better for AI startups than 21, recruiting design customers, and more.

The audio version is available everywhere you listen to podcasts.

https://anchor.fm/forward-by-dawn/

Yonatan is the CEO and founder of Deci.  Deci enables deep learning to live up to its true potential by using AI to build better AI. With the company’s end-to-end deep learning acceleration platform, AI developers can build, optimize, and deploy highly accurate and efficient models for any environment, including cloud, edge, or mobile.

With Deci’s platform, developers can increase deep learning model inference performance by 3x-10x, on any hardware, while still preserving accuracy. This translates directly into enabling new use cases on edge devices, substantially shorter development cycles, and reduced compute costs by up to 80%.

The platform is powered by Deci’s Automated Neural Architecture Construction (AutoNAC) technology, a neural architecture search engine that empowers AI teams to build hardware-aware models that deliver optimal accuracy without sacrificing speed, based on the specific use cases and device.

Deci achieved a record-breaking 11.8x accelerated inference speedup on Intel CPUs at MLPerf Industry Benchmark and has been named to the CBInsights top 100 AI companies.

Deci is backed by Jibe Ventures and Insight Partners among others.



0:00 - Applying AI to build better AI

5:15 - Evolution of NAS

12:10 - Developing a way to assess model performance without actually running them

13:40 - Expanding from NAS to a bigger platform

16:30 - Customer and use cases

22:35 - Optimizing video generative model efficiency 3x

26:10 - Pushing the models to the edge

32:40 - Biggest challenges Deci had to overcome to build the product

37:00 - How to figure out the direction for your startup

39:40 - Recruiting design customers

43:36 - Dealing with uncertainty in AI

53:13 - How the way we build AI systems will evolve

1:01:10 - SuperGradients



Links:

Web: https://deci.ai

Discord: https://discord.com/invite/learnaitogether

Twitter: https://www.linkedin.com/company/deciai/

Linkedin: https://www.linkedin.com/company/deciai/

SuperGradients: https://github.com/Deci-AI/super-gradients



At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 2 minutes 26 seconds

Forward
Building Trust Into AI With Model Monitoring, Explainable AI, and Analytics - Krishna Gade, Founder and CEO, Fiddler

We sat down with Fiddler’s founder and CEO Krishna Gade to talk about explainable AI, lessons from Microsoft, Twitter, Pinterest, Facebook, Bing vs. Google, raising $45M and what should entrepreneurs building in AI today focus on.

Fiddler is a pioneer in enterprise Model Performance Management. Data Science, MLOps, and LOB teams use Fiddler to monitor, explain, analyze, and improve their solutions and build trust into AI.

The unified environment provides a common language, centralized controls, and actionable insights to operationalize ML/AI with trust. It addresses the unique challenges of building in-house stable and secure MLOps systems at scale.

Unlike observability solutions, Fiddler seamlessly integrates deep XAI and analytics to help you grow into advanced capabilities over time and build a framework for responsible AI practices.

F500 companies use Fiddler across training and production models to accelerate AI time-to-value and scale and increase revenue by connecting predictions to business context or providing visibility into model performance and behavior.

Fiddler is backed by Bloomberg Beta, Amazon Alexa Fund, Insight Partners, Lightspeed Venture Partners, Haystack, and Lux Capital, among others.


0:00 - Will we ever be able to explain AI?

8:33 - Getting a better understanding of why AI system acts the way it does

20:00 - Fiddler’s customer profile & success stories

27:50 - The mechanics of data perturbation

33:20 - R&D breakthroughs powering Fiddler

39:21 - Lessons from Microsoft, Twitter, Pinterest, and Facebook

44:31 - Bing vs Google

47:55 - Founding Fiddler: building team, fundraising

57:20 - Specialized types - a group of ex-Twitter engineers

59:20 - Advice to entrepreneurs building an AI business today



Web: https://www.fiddler.ai

Linkedin: https://www.linkedin.com/company/fiddler-ai/

Twitter: https://twitter.com/krishnagade

Join Fiddler: https://www.fiddler.ai/careers



At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com    

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 9 minutes 5 seconds

Forward
Future of ChatGPT and LLMs: market landscape, use cases, opportunities for startups - Ankur Patel

We caught up with Ankur to talk about all things ChatGPT.  


Ankur’s note: https://www.ankursnewsletter.com/p/nine-chatgpt-products-we-can-expect 



0:00 CGPT advantages over the previous generations of LLMs 

3:30 RLHF as the optimization method behind CGPT 

7:13 Products to expect 

12:55 CGPT challenges  

18:33 LLM landscape 

21:43 Will the number of parameters continue to grow 

24:25 The future of transformer architecture 

29:00 Opportunities for startups  


CNet discovers errors in more than half of its AI-written stories: 

https://www.theverge.com/2023/1/25/23571082/cnet-ai-written-stories-errors-corrections-red-ventures 



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2 years ago
34 minutes 30 seconds

Forward
Enabling circular economy - Mikela Druckman, Greyparrot. Global flows of waste, recycling, building a waste analytics company, and the future of the circular economy.

Mikela is the co-founder & CEO of Greyparrot, the leading AI waste analytics platform for the circular economy on a mission to increase transparency and automation in waste management and unlock the financial value of waste. Greyparrot’s vision is to create a world where every piece of waste is valued as a resource.  Greyparrot is recognized as one of “Europe's 100 Hottest Startups” by WIRED in 2021 and “100 most promising AI companies” globally by CB Insights.


Greyparrot is backed by Una Terra, Unreasonable Group, Speedinvest, Closed Loop Partners, TI Capital, and Plug and Play, among others.



0:00 The state of the waste management industry

6:14 Waste contamination, waste purity

9:01 Major challenges of the recycling industry

12:45 Greyparrot’s material monitoring system

18:00 How much is our waste worth?

19:34 Waste management market structure in developed economies

21:50 How to measure the success of Greyparrot’s implementation

25:14 Computer vision systems powering Greyparrot

34:34 Why apply computer vision to waste management

37:04 Finding product/market fit and recruiting design clients

45:32 Raising capital - creating a system around fundraising

54:25 Greyparrot’s culture: culture fit vs culture add

01:01:47 The future of the circular economy



Links:

Ellen MacArthur Foundation: https://ellenmacarthurfoundation.org/

Web: https://greyparrot.ai

Linkedin: https://www.linkedin.com/company/greyparrotai/

Newsletter: https://www.greyparrot.ai/stories

Work at Greyparrot: https://www.greyparrot.ai/careers




At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 17 minutes 37 seconds

Forward
Defined.ai’s Dr. Daniela Braga on building the world’s largest data marketplace, raising $80M+, working with IBM and Microsoft, and building an AI hub in Portugal

Our guest today is Daniela Braga, the CEO and founder of Defined AI, the world’s leading online marketplace, where AI professionals can commission, buy, or sell AI training data, tools, or models.


We sat down with Daniela to talk about building the largest data marketplace in the world, GDPR, China/US vs. the rest of the world, raising $80M+, partnering with IBM, working with IBM, Microsoft, and a “Cupertino-based company”, Working on the US Govt Taskforce to democratize AI, and building an AI hub in Portugal.


0:00 - Defined AI - the largest marketplace of data

09:25 - Is there a competitive advantage in data

12:20 - Leveraging marketplace strategy to double customer count, 6x revenue in a year

14:05 - Simulated vs synthetic vs live data

18:40 - How to crowdsource high-quality data

23:52 - The future of simulated data

28:03 - Challenges of using real data

32:35 - Powering IBM Watson, working with Microsoft and a “company based in Cupertino”

36:00 - From majoring in literature and linguistics to building AI systems and entrepreneurship

47:00 - Living in the US/Portugal/China

54:00 - What language is closest to math

55:30 - Working with the US Govt Taskforce to democratize AI

1:01:00 - Building an AI hub in Portugal



Links:

NAIRR: https://www.whitehouse.gov/ostp/news-updates/2021/06/10/the-biden-administration-launches-the-national-artificial-intelligence-research-resource-task-force/

Portugal AI Hub - Accelerat.ai: https://portugal.postsen.com/news/159065/Daniela-Braga-will-have-345-million-euros-to-put-Portuguese-AI-on-the-world-map.html

Main website: https://www.defined.ai/

Neevo platform: https://www.neevo.ai/

Daniela on Linkedin: https://www.linkedin.com/in/danielabragaspeech/

Twitter: https://twitter.com/dbraga51?lang=en

Careers: https://www.defined.ai/careers/

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2 years ago
1 hour 10 minutes 50 seconds

Forward
Glean AI’s Ankur Patel on helping businesses manage costs with AI, culture at Bridgewater, running an AI-powered hedge fund, and offering spend analytics as an API

We sat down with Glean AI’s Ankur Patel to discuss managing business costs with AI, running an AI-powered hedge fund, culture at Bridgewater, building the remote-first company, and the future generative AI. 

Ankur is a co-founder and head of data at Glean AI. Glean uses natural language processing to deliver vendor spend intelligence within an accounts payable solution. Before founding Glean, Ankur was the vice president of data science at 7Park Data, a Vista Equity Partners portfolio company. 

Ankur used alternative data to build data products for hedge funds and developed a natural language processing-based entity recognition, resolution, and linking platform for enterprise clients. Before 7Park Data, Ankur led data science efforts in New York City for Israeli artificial intelligence firm ThetaRay, a pioneer in applied unsupervised learning. 

Ankur began his career as an analyst at J.P. Morgan and then became the lead emerging markets sovereign credit trader for Bridgewater Associates, the world's largest global macro hedge fund. He later founded and managed R-Squared Macro, a machine learning-based hedge fund. 

Ankur is the author of Hands-on Unsupervised Learning Using Python and Applied Natural Language Processing in the Enterprise, both O’Reilly Media publications. 

Glean is backed by Contour Venture Partners, Infinity Ventures, B Capital, Portage Ventures, Amex Ventures, and other prominent venture funds and fintech angels. 

The audio version is available everywhere you listen to podcasts: https://anchor.fm/forward-by-dawn/ 

0:00 - Why start a career on Wall Street 

03:55 - Key takeaways from Bridgewater's approach to culture 

05:55 - How to build an AI-powered hedge fund 

08:25 - Can a data edge be sustainable for a hedge fund 

10:35 - Data-driven hedge fund horizon 

13:30 - How should an individual investor think about the market and edge 

17:10 - How Glean helps organizations manage expenses with peer intelligence 

24:10 - Scaling spend analytics  

29:00 - Offering Glean functionality as a set of APIs 

36:00 - AI technologies powering Glean 

40:35 - Solving the “cold start” problem with training data 

43:30 - Raising a multi-million seed round pre-product and pre-revenue 

48:00 - Managing the growth, fighting the pressure of growth-at-all-costs 

52:20 - To build a strong culture focus on what motivates people 

56:00 - Adapting the culture to the remote-first environment  

1:00:00 - Think about how acquiring data makes a product better 

1:05:00 - The future of generative AI and multi-modal models 


Company: https://www.glean.ai/  

Twitter: https://twitter.com/aapatel09  

Newsletter: https://www.ankursnewsletter.com/  


At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com   

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 13 minutes 42 seconds

Forward
Regression Games Aaron Vontell on building AI bots to compete in games, raising a $4M seed in a week from NEA and A16Z, and the future of AI in gaming

We sat down with Aaron to talk about building bots to compete in games, Raising a $4M seed in a week from NEA and A16z, building an AI-powered company, and the future of AI in gaming.  

Aaron is the Founder and CEO of Regression Games, a company making artificial intelligence in games and esports accessible and enjoyable for everyone. He was previously an early engineer at Instabase, working on low-code machine-learning products. He received his Bachelors and Masters from MIT, where he helped develop Battlecode, MIT's annual AI gaming competition.  

Start competing in Minecraft - Ultimate Collector challenge at https://play.regression.gg  

Timestamps:  

0:00 - Why let people build AIs that will compete in games 

2:10 - Which games to use as arenas for AI bots' competition 

8:10 - First tournament - Minecraft Ultimate Collector 

10:46 - RG approach vs. other companies applying AI in games 

16:40 - The toolset to program bots 

18:33 - Leveling the field for players with various programming skills 

21:00 - Origins: First robotics, MIT Battlecode, Instabase 

31:00 - Applying Natural Language and LLMs to programming bots 

35:10 - How to monetize AI bots 

38:15 - Starting RG as a solo founder, first steps, NEA, A16z, Roosh 

41:00 - Navigating the venture ecosystem as a first-time founder 

45:05 - Building initial team 

48:37 - Future of AI gaming 

52:25 - Advice to founders starting an AI company 

57:05 - Future of AI in general, AI as a companion   

Links:  

Regression Games: https://www.regression.gg  

Discord: https://discord.com/invite/925SYVse2H  

Twitter: https://twitter.com/RegressionGG   


At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com    

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 1 minute 39 seconds

Forward
Formic’s Saman Farid on reinvigorating manufacturing with robotization - Labor shortages, China, Robots as a Service, Incubating businesses, Building a $100B company

Our guest today is Saman Farid, the CEO and founder of Formic. Formic is accelerating the adoption of automation across small to mid-sized U.S. manufacturers and boosting productivity by removing the risk, complexity, upfront capital, and expertise that typically exist as barriers to onboarding this technology.

The company’s “Robotics-as-a-Service” model delivers customized robots at a low hourly rate, with guaranteed uptime. With a full-service offering that includes everything from planning and deployment to maintenance and upgrades, Formic is creating an innovative and accessible competitive advantage for small and mid-sized factories to ensure they stay relevant and thrive in any economy.


0:00 - Manufacturing in the US

4:15 - Why labor shortages

7:52 - Robotization in the US, China, and Korea

13:47 - Opportunity for the US manufacturing automation

19:08 - Formic’s hardware, software, and financing services

24:44 - Types of customers served by Formic

30:55 - Collaborative robots

33:15 - Case study: auto parts manufacturer

39:15 - Learnings from 10 years as a VC

46:56 - How to incubate a business

54:44 - People at Formic

1:02:12 - Future of robotization in manufacturing


TRIZ: https://en.wikipedia.org/wiki/TRIZ

Company: https://formic.co/

Twitter: https://twitter.com/goformic

Open positions: https://formic.co/careers




At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 10 minutes 50 seconds

Forward
EvolutionIQ’s Tomas Vykruta on bringing AI-powered claims guidance to the insurance industry

Our guest today is Tomas Vykruta, the CEO and founder of EvolutionIQ. EvolutionIQ created the world's first fully AI-driven claims guidance platform for the most sophisticated insurance carriers in the world, making insurance more fair, transparent, and affordable.

They raised more than $26M from Brewer Lane Ventures, FirstRound Capital, FirstMark Capital, and Foundation Capital, among others.


0:00 How does insurance claims guidance help insurers 

3:00 Insurance companies served by EvolutionIQ 

8:26 Customers' success stories  

10:45 AI systems powering EvolutionIQ 

15:37 Future roadmap 

17:50 Convincing your first customer to share the data 

21:26 How can an AI team become experts in insurance 

29:22 Starting EvolutionIQ 

37:57 Lessons from Google 

44:06 Lessons from building EvolutionIQ 

55:11 The future of AI in insurance


A Recipe for Training Neural Networks: http://karpathy.github.io/2019/04/25/recipe/


EvolutionIQ: https://evolutioniq.com/

Careers: https://evolutioniq.com/careers/

Linkedin: https://www.linkedin.com/company/evolution-iq/

Tomas’ Twitter: @tvykruta

Tomas’ Linkedin: https://www.linkedin.com/in/tvykruta/



At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

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2 years ago
1 hour 5 minutes 6 seconds

Forward
Amira Learning’s Mark Angel on helping kids become better readers with AI

Our guest today is Mark Angel, the CEO of Amira Learning.  Amira is the first intelligent reading assistant that listens, assesses & coaches to accelerate reading mastery. Proven to double the pace of learning, Amira helps K-3 students become motivated, masterful readers.

The company recently debuted StoryCraft - a new reading game app for kids ages 5 to 10, which uses artificial intelligence to deliver personalized reading tutoring from the comfort of home.

Students have read more than 1 billion words to the software, with recent usage hitting 2+ million minutes per month, spanning nearly a million students in all 50 states.


Website: https://www.amiralearning.com/

Linkedin: https://www.linkedin.com/company/amira-learning

Careers: https://www.amiralearning.com/jobs


At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com

With questions about Forward contact us at forward@dawnglobalventures.com

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2 years ago
1 hour 15 minutes 2 seconds

Forward
Rhino Health’s Ittai Dayan on unlocking healthcare data collaboration with Federated Learning

Our guest today is Ittai Dayan the Founder and CEO of Rhino Health.  Rhino Health provides AI/data-science developers and medical researchers with a platform that unlocks data collaborations without sharing data or compromising data privacy. The Rhino Health Platform is powered by Federated Learning and distributed computing technologies and uniquely adapted to deal with 'Real World Data' from clinical data systems.

In this episode, we talk about the challenges AI innovators face with gaining access to healthcare data, the tradeoffs of different approaches, and the opportunities of federated learning. We also talked about harmonizing the data from different institutions and avoiding the “data black box” while ensuring data protection.

Website: https://www.rhinohealth.com/

Linkedin: https://www.linkedin.com/company/rhinohealth/



Contact us at forward@dawnglobalventures.com

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2 years ago
50 minutes 14 seconds

Forward
On Forward we talk with founders transforming industries and solving the world's biggest challenges and people who help them on their journey. Video versions of recent episodes: https://www.youtube.com/@forwardbydawn