Senior Software Engineer

Aria Networks said on Tuesday it has raised $125 million in its first series funding round, as the startup ​seeks to develop its AI networking infrastructure to meet the ‌soaring demand for capacity amid the rapid adoption of artificial intelligence.

Highlight AI has raised $40 million in a Series A round led by Khosla Ventures, with participation from 359 Capital, General Catalyst, Valor Equity and others. Former Discord VP of Product Sergei Sorokin has joined as CEO to lead the company's development of an intelligent operating system for teams and AI agents. The startup aims to eliminate the "coordination tax" that consumes up to 24 hours per employee weekly. Highlight's platform captures, models and retrieves team context in real time across tools like Slack, Figma and Linear, automatically drafting follow-ups, syncing documentation and orchestrating tasks. Sorokin brings eight years of experience from Discord, where he helped grow the platform from 5 million to nearly 300 million monthly active users. Highlight plans to double its headcount, focusing on hiring engineers and operators in San Francisco.

Proentropic startups: thriving in chaos and AI era. Antonio Gracias, founder of Valor Equity Partners, introduced a fresh term at this year's Upfront Summit in Los Angeles. He coined "proentropic" to describe startups that excel amid chaos and disruption. These companies navigate volatility from climate shifts, geopolitical tensions, and rapid technological changes. Gracias believes such firms hold the key to success in its unpredictable world. Understanding proentropic: roots in physics. The term proentropic draws from physics concepts. Entropy measures disorder or uncertainty in a system. According to the second law of thermodynamics, disorder always increases over time. Scientists cannot halt this process. Instead, systems naturally progress toward greater chaos, much like everyday life. Gracias acknowledges the term's complexity. He first pondered it in 2013. At that time, he foresaw deglobalization and technological shifts reshaping global power structures. Since the late 20th century, human populations have expanded. Technologies have evolved dramatically. Consequently, the world tilts toward chaos. For instance, rising populations strain resources. Meanwhile, innovations disrupt traditional industries. Building businesses for an uncertain future. Valor Equity Partners seeks companies that anticipate future chaos. These firms predict upcoming states and chart clear paths forward. Gracias highlights SpaceX from his portfolio as a prime example. SpaceX does not merely operate in current markets. Instead, it embeds probabilistic thinking into its strategy and team. This approach assumes change can occur abruptly at any moment. Moreover, proentropic companies prepare for edge cases. They do not just endure disruptions. Rather, they capitalize on them. For example, SpaceX innovates amid regulatory hurdles and market fluctuations. As a result, it pioneers reusable rockets and satellite networks. This mindset turns potential threats into opportunities. Valor Equity's strategy: conviction amid macro shifts. Gracias emphasizes conviction in investments. The firm navigates a turbulent macro environment. Today, building a better world demands moral courage. Investors must commit to ventures that address pressing issues. He points to the intersection of climate, energy, and hardware. Tesla exemplifies this focus. The company integrates software and hardware efficiently. Engineers achieve breakthroughs without excessive computing power. For instance, Tesla's Autopilot system relies on smart design. It combines sensors, AI, and vehicle mechanics seamlessly. Therefore, Tesla leads in electric vehicles and sustainable energy solutions. Additionally, Gracias discusses broader implications. Economic periods like ours require bold actions. Founders must tackle climate challenges head-on. They also innovate in energy storage and hardware efficiency. Through these efforts, companies contribute to societal progress. The AI revolution: opportunities over fears. Public narratives often paint AI as destructive. Many fear widespread job losses and social unrest. However, Gracias rejects this view. He vows to work diligently over the next five to ten years. His goal is to ensure AI fosters positive change. Instead, opportunities abound in the AI era. Low-code and no-code tools empower more entrepreneurs. These platforms simplify development. As a result, individuals launch companies faster. They unlock unprecedented productivity levels. For example, non-technical founders now build apps and services effortlessly. Who knows what innovations will emerge? Perhaps new tools for education or healthcare. Maybe solutions for environmental monitoring. The possibilities excite Gracias. He envisions a wave of creativity transforming industries. Furthermore, AI enhances human capabilities. It automates routine tasks. Thus, workers focus on strategic roles. Economies grow as productivity surges. Societies benefit from inclusive innovation. Shaping a utopian or dystopian future. Ultimately, humanity decides AI's path. The Real Preneur can steer toward utopia or dystopia. Proentropic startups play a crucial role. They thrive in chaos and drive ethical advancements. Leaders like Gracias urge proactive steps. Investors must back resilient companies. Founders should embrace probabilistic thinking. Policymakers need to foster supportive environments. Together, these actions build a brighter future. In summary, proentropic represents a mindset for its era. It equips startups to harness disruption. From SpaceX's cosmic ambitions to Tesla's green innovations, examples abound. As AI evolves, optimism prevails. Gracias's vision inspires action. The revolution awaits those ready to embrace chaos.