Quick wins for a faster PC:
Clear out junk files and repair common Windows errorsFree Scan →Scan for outdated or missing drivers - takes under a minuteDriver Scan →Repair Windows errors before they cause bigger problemsFix Now →iTechGuides is reader-supported. When you buy through links on our site, we may earn an affiliate commission. As an Amazon Associate I earn from qualifying purchases. Learn more
Short answer: Ricursive Intelligence is building AI systems that design chips, learn from each design iteration and use the resulting silicon to improve future AI. The company is not selling a consumer chip today; it is pursuing a staged business that starts with chip-design services and could eventually co-design AI models and the hardware that runs them.
What Ricursive Intelligence is building
Ricursive Intelligence was founded by Anna Goldie and Azalia Mirhoseini, the researchers who co-created AlphaChip at Google Brain. Its central idea is a feedback loop: better AI produces better chip designs, while more capable and efficient chips let the next generation of AI run faster or at lower cost.
That makes Ricursive different from a conventional electronic-design-automation (EDA) feature that optimizes one isolated block. The company says it is working toward whole-chip optimization, including unconventional physical layouts and designs tuned to the workloads that will use them.
TechCrunch reported that an earlier AlphaChip system produced a circular, “donut-shaped” component arrangement that surprised engineers but worked successfully. Ricursive has also discussed wave-like layouts, although those newer designs have not been fully disclosed.
#1 Best Overall
- Powerful Turbo Fan:CAGIWIRU Electric Air Duster have reached speed up to 130000RPM,Can efficient remove dust and debris.With LED light and Three Adjustable Speed to meet with different cleaning tasks.
- With Attached USB C Fasting Charging cable.Charing 3 hours,Enjoy up to 240 minutes of use on the lowest setting, For third speed can use for 25mins.with four charging options to meet with your needs.
- Wide Application: attached 5 different nozzles,making it suitable for a variety of scenes, such as car,pet, pc, keyboards, and other electronic devices. It also serves for office and home clean duster.
- Handy Design & Portable:Cordless air duster electric nozzle is Light weight and small size, design and comfortable to hold and space saving, convenient to carry around. You can put it in your room or inside the car without taking up space.
- Economical &Reusable: Built durable materials with a long-lasting battery,our CAGIWIRU air duster it's a sustainable alternative to disposable air cans.
Why AI-designed chips are being pitched as a compute-crisis response
At TechCrunch Disrupt on October 14, 2026, Goldie said, “There is this understanding that in the next five years we are going to have at least 10,000x more demand for compute, and that’s somewhat potentially conservative.” She added, “So we don’t want to build 10,000 times more data centers.” Those are Goldie’s estimates and argument, not an independently verified forecast.
Ricursive’s proposed alternative is to extract more useful computation from every data-center investment. Better placement and routing could reduce the distance data travels on a chip; workload-specific hardware could avoid paying for general-purpose features; and more efficient designs could reduce the power, wafer capacity and networking bandwidth required for a given amount of AI work. None of those benefits has yet been established by an independent benchmark of a Ricursive-designed production chip.
How the recursive design loop is supposed to work
- Start with a workload. The system receives the algorithm or application that the customer needs to run, rather than treating chip design as an abstract layout exercise.
- Generate and evaluate a design. An AI model explores physical placement, routing and other implementation choices, scoring candidates for performance, power, area and manufacturing constraints.
- Learn from each iteration. Results from simulated or manufactured designs become feedback for later designs, allowing the model to discover options that a fixed ruleset or manual process might miss.
- Use improved silicon to accelerate AI. The long-term thesis is that more capable hardware makes the design models themselves faster and more capable, closing the loop between model and chip.
Goldie has described a target in which a new chip could be designed in about a week instead of six months, a year or two years. She presented that as a future capability and business vision, not as a demonstrated Ricursive production result.
Rank #2
- Screen Cleaner is Your Screen’s New Bestfriend! - EVEO is proud to present a screen cleaner that’s perfectly suited for your TV. Meet your new screen cleaner, computer screen cleaner, laptop cleaner, iPad cleaner, Macbook,tv cleaner or any other electronic device. Our screen cleaner spray and wipe along with the included plush microfiber cloth, easily removes dust, fingerprints & other smudges on the screen’s surface. Clean effectively for a streak-free screen
- Gentle on your Screens - Our screen cleaner spray and wipes is compatible to be used even for the most sensitive LCD, LED, CRT, and OLED screens in proper use. Be at ease knowing that this product is compatible with all the major brands: LG, SONY, Samsung, Sharp, iPad, iPhone, Android screens, Kindle, PC monitors - we’ve got you covered! Can be used as LCD screen cleaner, tv cleaner, smart tv screen cleaner, and more
- Premium Super Soft Plush Microfiber Cloth - Included in this efficient screen cleaning kit. This screen cleaner spray and wipe has our signature plush microfiber cloth specially designed to comply with screens and monitors and leave them streak-free. Has been shown to effectively absorbs stubborn stains, zero streaks, and no fiber shedding. Always use this together with our screen cleaner for the best results
- Easy-to-Use Screen Cleaner Kit + microfiber cleaning cloth - The EVEO Screen Cleaning Kit will easily be your new favorite tool when it comes to taking care of the things you love most, quick and easy solution for a streak-free screen. Simply screw on the sprayer gun on the screen cleaner bottle. Spray the cleaning liquid onto the microfiber cloth, then wipe the screen until desired cleanliness & shine is achieved.
- Quality Screen Care Kit Worth Purchasing - Enjoy a convenient Screen Cleaner anytime, anywhere you need it. Your satisfaction is our top priority. We stand behind the quality of our products and that’s why, you shouldn’t be worrying at all. We manufacture the Best Screen Cleaner. and can be used for laptop cleaning kit, laptop screen cleaner, tv screen cleaner for smart tv. MacBook screen cleaner, monitor cleaner or screen cleaner spray for electronic devices with microfiber cleaning cloth
Ricursive’s three-stage roadmap
Phase one: design assistance for chip companies
The first phase covers selected portions of chip development, including physical design and design verification. Ricursive can improve an existing team’s performance or shorten time to market without taking over the entire manufacturing flow.
Phase two: workload-to-GDSII automation
The second phase aims for an end-to-end model that ingests a workload and outputs GDSII files ready for manufacturing. The stated target is custom silicon for AI accelerators and other specialized applications, with Ricursive using AI and foundry relationships to help move designs into fabrication.
Phase three: co-design of models and hardware
The final phase links the AI model, its workload and the hardware. Goldie asked, “If we have this capability to quickly build highly performant chips, why not build our own chips, train our own models, and co-evolve them?” Mirhoseini has described the destination as a frontier AI system, not merely a tool that helps engineers draw chip layouts.
Rank #3
- 【Large size】：Measuring 800 x 300 mm/ 31. 5×12 inches, which is wider and taller than others. Large mouse pad can perfectly fit your keyboard and mouse of any size, and there is also ample space for peripherals such as phones, tablets, etc.
- 【LED backlight mouse pad】：Blade Hawks RGB mouse pad provides 7 static modes and 7 dynamic modes will give you the options you are looking for. Power-off memory function remembers the last lighting mode you selected. The super glow fiber Chroma will give you a colorful gaming setup that you want.
- 【Anti-slip rubber base】：Made from Natural rubber, this gaming mousepad will firmly grip your desktop, allowing you to enjoy the ultimate precision in the games you are most passionate about. It also comes with a texture that enhances this ability even further.
- 【Smooth and waterproof surface】: Micro-textured cloth surface, for extremely precise mouse control and a smooth movement. When liquid splashes on the gaming mouse pad, it forms water droplets and slides down. Will not delay your work or gameplay.
- 【Plug and play】: This mouse and keyboard pad is powered by USB, plug and play, no driver required. One button control light modes. Press one time to change the lighting mode, press twice to change the brightness, press and hold about 3 seconds turn ON/OFF.
| Phase | Primary input | Intended output | Evidence status |
|---|---|---|---|
| One | Existing chip projects | Physical-design and verification assistance | Company roadmap and early commercialization |
| Two | Workloads and application requirements | Manufacturing-ready GDSII for custom chips | Future target; no Ricursive production chip disclosed |
| Three | AI model, workload and hardware together | Co-evolved models and silicon | Long-term vision described by the founders |
Why AlphaChip matters, and what it does not prove
AlphaChip is Ricursive’s strongest publicly described precedent. Lightspeed characterizes it as a deep-reinforcement-learning agent that treats physical chip layout as a reward-optimization problem. Google used AlphaChip across four successive TPU generations, and external semiconductor companies including MediaTek adopted the technology, according to Lightspeed and EE Times.
That history demonstrates that machine learning can contribute to production-scale layout work. It does not establish the performance, schedule or manufacturing yield of Ricursive’s current system. AlphaChip was developed at Google; Ricursive’s newer whole-chip and recursive co-design claims remain separate and are not independently benchmarked in the available public material.
Who could buy Ricursive’s service
The clearest target is a semiconductor company, or another organization running an algorithm at scale, that lacks a large in-house chip team. Mirhoseini told EE Times that Ricursive wants to enable customers “that don’t have their own teams of chip experts in-house, but has an algorithm that they are serving at scale.”
Rank #4
- 【Softer and More Comfortable】Vaydeer wrist rest has unique diamond pattern, which is the combination of softness and aesthetics. The materials of wrist rest are improved into higher quality memory foam and covered with silky smooth lycra. The computer wrist rest makes you as comfortable and cushiony as like rest your wrists on clouds.
- 【Ergonomic Wrist Saver】The wrist rests for keyboard and mouse comes with a 17.32×3.15×0.83 inch keyboard wrist pad and a 5.94×3.15×0.83 inch mouse wrist support. Based on ergonomic design, the unique concave shape is the perfect fit for your wrist joints. The wrist rest pad fits most computer keyboards and laptops, improve hand and wrist posture, release your wrist and arm stress.
- 【Non-Slip Rubber Bottom】Featuring an anti-skid silicone base on the bottom, this wrist keyboard support stays firmly in place on your desk, preventing the padding from sliding around, ensuring stable and consistent wrist support during extended computer sessions.
- 【Better Experience & Pain Relief】Our keyboard arm rest is beneficial to alleviate the soreness caused by direct contact and friction between your arm and a hard desk surface, reducing the risk of wrist fatigue or carpal tunnel. The soft texture of memory foam can evenly distribute the pressure around your wrists and provide good support with just enough give.
- 【Helpful in Multiple Scenarios】Whether you're working, studying, writing, typing, gaming, this keyboard and mouse rest combo is an essential accessory to add comfort and support to your hands and wrists. It’s also a great gift for men, women, family, friend, coworker, gamer, teacher, etc.
Potential workloads mentioned by the company include:
- AI accelerators and other data-center workloads
- Scientific-discovery computing
- Healthcare applications and DNA sequencing
- Space systems
- Augmented-reality and virtual-reality devices
- Biological computing
The practical proposition is a custom chip without hiring an entire physical-design, verification and manufacturing team. Customers would still need a viable algorithm, a manufacturable specification and a foundry path; “no in-house chip team” does not mean “no engineering or manufacturing responsibilities.”
Is Ricursive selling a chip or a chip-design service?
As of October 2026, Ricursive is commercializing AI-assisted chip design, not advertising a retail processor, development board or other consumer product. Public descriptions focus on services and software for chip companies and organizations with large-scale workloads.
Best Value
- 【No Drill Mounted】Cable management tray can be assembled in as little as 3 minutes or less-simply. Side clips easily clampe the edge of desk, pass through the holes on the sides, and secure excess cables with baskets. Desk cable management supports inward or outward installation to meet your needs in different scenarios, and provides you with great convenience when collecting and organizing wires.
- 【Rubber Pad Protects Desk】Wire organizer under desk built-in soft rubber pads on the clamp protect your desk from scratches, so you will not damage your furniture or office.
- 【Sturdy and Beautiful】Cord management under desk is made of high-quality carbon steel and holds about 15 lbs. The wire basket has 2 holes on each side of the tray to enable your cables to pass freely. Cable baskets are suitable for desk thickness use from 0.4" to 2.4".
- 【Space Saving & Keep Organized】Desk cable management tray holds all your power cords, outlet strips, USB hubs and computer transformers hidden from your feet, and the data cables will not enter the vacuum cleaner to keep your desk clean and tidy. Desk wire organizer is also suitable for use in the kitchen and outdoors.
- 【Reduce Safety Risks】Cable tray under desk keeps all plugs away from your kids, no more worry about tripping. Using 2 holes wire tray saves extra space, helps you easily cabling and wire protection. The mesh design is not easy to accumulate dust, but avoids safety accidents caused by messy wires.
The public record also does not identify named paying customers, provide independent benchmarks for Ricursive’s current models or show a Ricursive-designed chip in production. Those omissions do not disprove the technology, but they limit what can responsibly be claimed about present-day results.
Funding and company status
| Disclosure | Amount | Valuation or scope | Named details |
|---|---|---|---|
| January 2026 company financing announcement | $300 million Series A | $4 billion post-money valuation | Led by Lightspeed; DST Global, NVentures, Felicis, 49 Palms, Radical AI and Sequoia participated |
| Ricursive company site, accessed October 16, 2026 | $335 million total backing | Total funding figure; no separate valuation stated | Site names Sequoia, Lightspeed, DST and NVentures |
The $300 million and $335 million figures should not be silently added together. They are dated disclosures with different scopes: one identifies a Series A round, while the later company-site figure describes total backing.
How to judge Ricursive against conventional alternatives
For a serious evaluation, the relevant questions are:
| Evaluation axis | Ricursive’s public position | What remains unestablished |
|---|---|---|
| Design-cycle time | Goldie’s target is roughly one week for a custom design | The one-week schedule is a stated goal, not a demonstrated production metric |
| Automation scope | Roadmap from partial design assistance to workload-to-GDSII output | Phase-two end-to-end automation has not been publicly demonstrated |
| Workload performance and energy | Whole-chip, workload-specific optimization is the intended direction | No independent Ricursive benchmark is public |
| Need for in-house experts | Designed for organizations without large chip teams | Named paying customers and their staffing arrangements are undisclosed |
| Manufacturing compatibility | GDSII-ready output and foundry relationships are part of the roadmap | No Ricursive-manufactured chip has been publicly shown |
| Production evidence | AlphaChip provides a prior production-scale precedent | AlphaChip results are not proof of Ricursive product performance |
| Commercial transparency | Major financing disclosures are public | Customer contracts, pricing and current product benchmarks are undisclosed |
What would count as meaningful proof
- A named customer taking a Ricursive design through tape-out and fabrication
- Independent measurements of performance per watt, area, yield and schedule against a conventional flow
- Evidence that workload-to-GDSII automation works across more than one application
- Clear separation between layouts generated by AlphaChip-era systems and newer Ricursive systems
- Details on which foundries, process nodes and verification standards the workflow supports
Ricursive’s thesis is ambitious but coherent: if AI can search a much larger design space, silicon can become more specialized and efficient, and that silicon can in turn accelerate AI. The company has substantial funding and founders with a credible AlphaChip track record. The unresolved question is execution—whether the roadmap advances from design assistance to repeatable, manufacturable chips with independently measured advantages.
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
