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<p>The world of semiconductor design is undergoing a transformation. For years, creating cutting-edge chips, particularly those optimized for edge-AI applications, required enormous resources. Costs of design frequently went into the hundreds of millions of dollars, making the best technologies unavailable to small firms and start-ups.</p>
<p>However the first decentralized chip design platform the world has ever seen is called <a href="https://chipforge.io/" rel="noopener noreferrer nofollow">ChipForge</a>. ChipForge, with the help of the <a href="https://tatsuecosystem.io/" rel="noopener noreferrer nofollow">TATSU</a> ecosystem, is <a href="https://docs.chipforge.io/whitepaper/problem/edge" rel="noopener noreferrer nofollow">exposing chip design</a> to a worldwide talent pool, which means that anyone with the appropriate talent can compete in the creation of the next-generation edge-AI chips.</p>
<h2 id="the-challenges-of-traditional-chip-design">The Challenges of Traditional Chip Design</h2>
<p>Traditionally, <a href="https://docs.chipforge.io/whitepaper/solution/challenge" rel="noopener noreferrer nofollow">custom chip</a> design has been a long, expensive process. For instance, designing a large 2nm-class chip from scratch can easily exceed $725 million. Such prohibitive expenses have traditionally been an obstacle, and innovation has been restricted to the most expansionary organizations with the most extensive resources. Its financial and technical demands are too demanding to be entered by smaller participants, particularly those with specialized applications such as edge-AI.</p>
<p>Specifically, edge-AI chips must be low latency, low energy and small, which complicates their development. With the increase in the demand of these chips, there is an increased need of an efficient and more easily available design process.</p>
<h2 id="how-chipforge-works-a-new-era-of-chip-design">How ChipForge Works: A New Era of Chip Design</h2>
<p>ChipForge is fundamentally different from traditional chip design processes. Instead of using a centralized set of engineers, ChipForge uses the strength of a decentralized network of miners-designers worldwide that are competing to produce the best chip designs. ChipForge reduces the entry barrier significantly, as any person with the appropriate skills can become a competitor in chip design by making it a global competition.</p>
<p>ChipForge posts design challenges to miners and each designs and submits their chip design. The designs are then tested with the state of the art Electronic Design Automation (EDA) tools to be sure that they are up to the mark in terms of performance, power consumption, and size. The designs are compared according to their optimization criteria needed to support edge-AI applications, which are power efficiency, physical size (area) and processing performance.</p>
<p>The most successful designs are awarded in the form of alpha tokens and the cycle repeats with new challenges, accelerating the rate of innovation. This system creates a competitive nature in which only the most competitive designs will be developed to the top, and this hastens development like no other design process can.</p>
<h2 id="achievements-so-far-real-results-not-just-theory">Achievements So Far: Real Results, Not Just Theory</h2>
<p>ChipForge has already proven its model with tangible results. Among its greatest successes, there is the creation of a full industrial grade RISC-V processor, the RV32IMCK, with cryptographic features. The processor was produced wholly using the challenges of the miners on the platform and it demonstrates the effectiveness of ChipForge in producing quality real-world chips at a very minimal cost and time as compared to conventional processes.</p>
<p>Contrary to the theoretical designs, ChipForge output is tested to be working and performing. The designs are strictly tested using professional EDA tools to meet the standards required of a commercial use, demonstrating that a decentralized approach can be used to provide viable and useful chip designs.</p>
<h2 id="a-future-focused-on-edge-ai">A Future Focused on Edge-AI</h2>
<p>In the future, ChipForge will expand its focus to concentrate on Edge-AI chip design,<a href="https://docs.chipforge.io/whitepaper/roadmap" rel="noopener noreferrer nofollow"> particularly NPUs designed </a>for low-energy consumption and low-latency processing. In order to perform AI Algorithms in real time Edge-AI devices require chips that can run quickly and don’t require much power and/or space-the types of chips that ChipForge can deliver to the market due to its unique capabilities and experience.</p>
<p>In addition, ChipForge roadmap will have hardware-software co-design, where miners will design the chips and software stacks that will be running on them. This will guarantee that both the hardware and software will be optimized to provide high-performance to edge-AI workloads. ChipForge is also working on converting designs in FPGA prototypes into real silicon such as Google with its OpenMPW shuttle, where designs developed on the platform are transferred into real chips, obtained and prepared to be manufactured.</p>
<h2 id="why-chipforge-is-a-game-changer-for-edge-ai">Why ChipForge is a Game-Changer for Edge-AI</h2>
<p>With companies such as Google, Meta, and Tesla continuing to push AI to its limits, there is an increasing demand to have specialized hardware to execute these sophisticated algorithms at the edge, on devices and in real-time. To meet this demand, ChipForge provides a decentralized solution, which is affordable. It does not only enable the development of chips at a faster rate, but it also democratizes the process and any individual with the relevant technical knowledge is eligible to compete.</p>
<p>The capability of ChipForge to reduce its costs, accelerate the development process, and open up chip design to a global community is why it is a key figure in the future of edge-AI. Eliminating the old barriers to entry and creating the new world of chipmaking through the presence of effective competition, ChipForge might actually turn into the nest of the new breed of chips that will power the AI-based devices of tomorrow.</p>

Why ChipForge Could Become the Launchpad for the Next Wave of Edge-AI Chips

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