Charles Beeler

Chatbots spewing hate speech is a problem for engineers and security teams alike. Building safe and reliable AI systems is a problem that runs deep! Check out my latest blog to learn about how we got here and what you can do to deploy AI that you can trust. I’ve even drawn up some illustrations to keep you entertained on the way: 

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🌟Innovative VC Firm Overcomes Exits Drought with Secondary Sales🌟 ⛵Navigating a challenging landscape where exits are scarce, Santa Barbara Venture Partners (SBVP) has pioneered a novel approach to sustain its growth and attract investors for its second fund: secondary sales. Instead of waiting for traditional exits like IPOs or acquisitions, SBVP opted to sell shares of its portfolio companies, demonstrating its ability to generate returns for investors and stand out in a competitive market. 🎤According to Dan Engel, founder and managing partner of SBVP, these secondary transactions have been a game-changer, sparking investor interest and bolstering the firm's credibility. By leveraging its recent successes, including a lucrative stake in sports-betting company DraftKings Inc.' acquisition of digital lottery app Jackpocket, SBVP seized the opportunity to return profits to its limited partners (LPs) and pave the way for its second fund. 💡Engel highlighted the challenges faced by young VC firms in raising subsequent funds, particularly amid a downturn in exit activity and heightened investor scrutiny. With traditional exit routes becoming increasingly elusive, the pressure is on for firms to demonstrate tangible returns and establish a track record of success. ✨"For us, secondary sales have been a game-changer. They've helped us return profits to our LPs and attract investors for our second fund," said Dan Engel. 💰For SBVP, the decision to pursue secondary sales was driven by the need to provide liquidity to LPs and validate its investment thesis in the eyes of prospective investors. By strategically offloading portions of its holdings in high-performing portfolio companies like Bark Technologies and Rad AI, SBVP not only generated substantial returns but also bolstered investor confidence in its ability to deliver results. ⚠Despite the complexities and potential stigma associated with early share sales, Engel emphasized the importance of prioritizing investor returns and seizing opportunities to unlock value for stakeholders. With a focus on profitability and transparency, SBVP remains committed to its mission of delivering sustainable growth and maximizing returns for its LPs. 🔍 "Returning profits to our investors is our top priority. By strategically selling shares, we're proving our commitment to delivering results and driving value for our stakeholders," added Engel. As SBVP continues to explore secondary transactions and expand its investor base, the firm stands as a testament to innovation and resilience in the face of market challenges. 🚀 ✅ Looking to raise capital for your #fund and increase the international pool of your LP #investors?   🤝 Need warm #LP introductions?   📝 Selling #secondaries to increase liquidity?   🧐 Looking for co-investments?   ▶ G+QUANT's link for inquiries and fund decks: https://lnkd.in/gjC_EuTE #VCInnovation #SecondarySalesSuccess #InvestorReturns #ValueCreation 

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BforeAI is a novel approach to stopping threats outside your borders. It’s worth checking out if you ever find the need for brand protection, takedowns, or just want some the best advance notice threat intel to empower your security operations.

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#Imagine inviting friends over for dinner and giving them a ridged diagram of the allowable conversation paths for the evening – that would be insane! So, why do companies do it to their fans / customers? Today, the ASAPP team released #GenerativeAgent to solve that nonsense! Their team of #AI #Scientists is well known for publishing peer reviewed AI #Research papers like Gold Records, so the below statement doesn't seem hyperbole. "GenerativeAgent isn't just groundbreaking—it's revolutionary, redefining what we thought was possible in what is likely the largest automation opportunity in the world today," said Gustavo Sapoznik, ASAPP's #Founder and #CEO. Thanking Amazon Web Services (AWS), EY, PTP, Infosys, Cisco, Genesys, and Avaya and many of the world's most #iconicbrands for helping to drive the #transformation. I love #investing in #extraordinary #founders!

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In this week's episode of the Mobile Dev Memo podcast, I discuss the American Privacy Rights Act (APRA) and its potential impact on the digital ecosystem with Alan Chapell, a lawyer and digital privacy expert. To listen, search for "Mobile Dev Memo" in your podcast platform of choice.

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This is quite a piece on accusations of unethical pay-to-play within the #cyber #VC ecosystem. -Guaranteed first-year sales for portfolio companies -Formal loyalty program for CISOs -Points awarded within the program for CISO commitment level to portfolio companies (meetings, PoCs, product purchases) -Share of GP fees for CISOs in the loyalty program https://lnkd.in/gDta7Gp7

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I used to spend 2-3 hours daily on clinic notes, skeptical of AI scribe technology. However, I've been impressed with RevMaxx, a generative AI company transforming clinical note creation by listening to physician-patient conversations and automatically generating comprehensive notes. This platform accurately captures crucial ICD-10 codes, saving valuable time ⏰. 👉 Why This Matters: - **Reducing Physician Burnout:** Administrative tasks are a significant contributor to physician burnout. Innovations like RevMaxx alleviate this burden effectively. #HealthcareInnovation #AI #PhysicianBurnout #MedicalDocumentation #HealthTech #RevMaxx

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Open-source models can be a strong lever for increasing gross margins at AI companies, especially those that have hefty cost structures (e.g., enterprise sales orgs that require significant customer success or implementation resources, as well forward-deployed AI services models common in healthcare and life sciences). One of many reasons to maintain a modular and flexible stack with minimal dependencies when building an AI company. More on the importance of flexibility in the AI stack: https://lnkd.in/eA2XATRk h/t Delip Rao #ai #artificialintelligence #generativeai #healthcare

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This analysis, at least anecdotally makes sense to me. In many situations, infringe and holdout is the least painful option for large infringers. The system enables it. - The plaintiff must allocate the time and $$ to assert, taking time and $$ away from selling and developing products. Even if they engage litigation financiers they are limiting their upside potential. - The infringer continues to infringe while employing stall tactics or simply relying on the painfully slow, overburdened legal system. - The cost benefit analysis for infringers - "infringe and pay lawyers" typically outweighs the cost of design around or license. - Enhanced damages and injunctions are rare. - Litigation insurance products reduce risk all around. "The Marcum report shows that there is indeed something wrong with the patent system in the United States but it’s not excessive litigation or patent trolls. The real problem is the inability of patent owners to enforce their rights against infringers. Given the difficulty of obtaining injunctive relief and the limited enhancement of damages, it is unsurprising that predatory infringement has become a standard business practice when, at worst, all an infringer can be expected to pay is a reasonable royalty and, at best, nothing at all."

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One of my proudest moments as an investor occurred today as Alaffia Health announced its series A because it shows how the Aperture® Venture Capital vision of multi-level, multi-generational #impactinvesting is succeeding in the marketplace. Here’s the model in its most basic form : ✅As diverse fund managers with meaningful capital to allocate, we are changing the VC landscape every day just by doing our day jobs. ✅As Black/Brown investors with ~40 years experience collectively, Aperture GPs have access to talent /excellence that others do not, so our portfolio *organically* is more inclusive by race, gender and geography even while optimizing for financial outcomes (all about the alpha). ✅Our most successful portco’s are using financial #innovation to solve market problems that impact underrepresented demographics and underserved communities. Alaffia Health is a shining example of the impact portion of our overall fund thesis, and we couldn’t be prouder of TJ Ademiluyi and Adun Akanni, MPH, PMP - the dynamic brother-sister founder duo whose vision we have steadfastly supported on their journey. Congratulations to TJ and Adun from William Crowder and myself, as well as the whole Aperture team- Marjorie King Philip McKenzie Yves Louis-Jacques Tanvi Lal Michelle Dhansinghani Lisha Bell Katie Kelly Amy Chung Cindy Chong, CFA Brian Fernandes-Halloran Monroe France Jayden Pantel Darren Herman Evan Wladis Neal Triplett Thomas Scriven Peter Ammon Irina Bit-Babik Tim Milanich Rob Rahbari

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We're launching the inaugural edition of Beyond Benchmarks, a deep dive into the metrics and trends observed across the early-stage enterprise cloud market. This is the first look at some of the business data around GenAI in SaaS. Some initial observations: 1) 60% of SaaS companies have already integrated GenAI into their offerings (60% of these as part of their current product and 40% as a new product), and an additional 20% are planning to do so this year. Almost half aren't monetizing these features. Those that are are primarily experimenting with both usage-based and flat fee pricing models. 2) Most companies are utilizing OpenAI as their primary LLM, but many are experimenting with multiple models - and we are noticing an early trend towards intelligently routing GenAI inference requests to different models based on cost, performance, and security. 3) Though we are in the initial innings of GenAI, we are seeing some positive signals - companies that implemented GenAI had 7% higher NDR than those that did not. Still early days, but we'll be doing this benchmarking report regularly to track and share how things progress in this new era. Link to report in comments.

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Nic Poulos and I wrote an essay for Euclid Ventures, "An Era for Vertical Software." The TL;DR is that vertical SaaS is a distinct, enduring discipline that we believe is poised to dominate the software landscape over the next decade.   "2024 will represent a turning point, perhaps even a new era for venture capital. While the fog feels like it’s lifting, the path forward isn’t yet clear. One includes a soft landing for the US economy and the continuing recovery of software multiples, with ZIRP-era behaviors continuing around hot themes. Another sees a recessionary period in which VC capital inflows remain stagnant and startup funding the year dips below $100B. Either way, a more measured VC market in 2024 is a certainty. For many investors, that will come with a rude awakening as their strategy becomes more difficult to execute or their thesis of choice is negatively impacted by tightening markets.    We see this reversion of the venture ecosystem to its mean as a strong tailwind for Euclid and vertical software. As a category, Vertical SaaS is uniquely well suited to thrive in volatile market conditions and produce fund-returning outcomes. The sections below aim to answer the question: why is vertical software different? Our answer discusses the factors driving the natural market resilience we see in vertical software as a category–resilience that will help them thrive in 2024 and beyond."

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In this week's episode of the Mobile Dev Memo podcast, I speak with notable X personality Trung Phan about the evolving social media landscape, and how to tame the mayhem and pandemonium of X. https://lnkd.in/dVHMzbui

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Every day I get more excited about Reality Defender! Deep Fake detection is THE emerging battleground in cyber. Check out this great interview with cofounder/CEO Ben Colman.

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ISP Strategic Leadership, Engineering, and Operations As an organization scales, there is often a need to separate strategic technology leadership under the CTO from internal execution under engineering and operations management. This allows the CTO to focus on outward-facing duties while enabling streamlined operational efficiency. However, it's crucial to recognize the differing motivations and needs of these distinct technical roles. On one hand, engineers thrive on tackling interesting, challenging projects that push their abilities and knowledge. They value working alongside capable peers, genuine recognition of technical accomplishments, and contributing to products/services that reach the market. In contrast, operations teams should strive for repeatable processes, continual improvement, and driving efficiency at scale. Their priorities revolve around standardizing workflows, minimizing disruptions, and incrementally optimizing existing systems and procedures to maintain consistent service delivery as the company grows. An effective organizational structure acknowledges this dichotomy, fostering an environment that fuels engineering innovation while providing operations with the stability and process-orientation they require. Striking this balance enables the company to stay agile and innovative through its engineering efforts, while simultaneously scaling operational execution in a reliable and repeatable manner. Competitive compensation remains an important motivator across both domains. By properly aligning structural elements, motivational factors, and leadership priorities, a rapidly growing ISP can position itself to attract and retain top talent across engineering and operations, driving sustainable growth and success in the dynamic technology landscape.

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Welcome to the “Big 4” era of cloud. It's hard developing and being agile on quicksand but that is what you need to do for this disruption. Startups are finding traction with tooling, infrastructure, and various approaches at the application layer says latest note from Greylock's Jerry Chen and Jason Risch on state of funding right now. CISOs and data teams leveraging GenAI across cloud data platforms point to "the need for a new approach to cloud data security to ensure protected information such as regulated data and core IP is not ingested into AI models." Security is looking to AI agent approaches to revolutionize SOC, identity, and improve remediation in apps and infrastructure. Market shifts like this are super-disruptive and can be meteoric in scope. I was in SF a lot of years ago with Jerry and Nima Badiey one night for hours talking about that last transformation to the cloud -- I weighed in on all those "Black Swans" circling for the win all around us. It was not lost on me that being with those two while wearing the Heroku / Salesforce badge was kind of ironic considering where they were at the time (and had technologies that were far more challenging than I let on!) The infrastructure, tooling and staying out of the muck of it all was the key then and now. They are who you listen to in Silicon Valley this time. Great post. Go read it here: https://lnkd.in/gXpAkziA #VC #greylock #nvidia #genai #tooling #developer #ciso #blackswans

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Authorization is one of the more complex (and, let's face it, thankless) tasks about building an application. Oso has emerged as the leader in abstracting #authorization as an independent service; just like authentication.

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Proud brother moment… Be sure to check out SafeBase and how it can help your organization automate security reviews, demonstrate strong security posture, and build trust with your clients and vendors.

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