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Best ai chip and hardware companies
chatgpt
Here are some of the top AI chip & hardware companies leading in accelerators, AI processors, and next-gen compute: {{[[NVIDIA]]:https://www.nvidia.com}} Ñ dominant in GPUs for AI training & inference (Blackwell, Grace, etc.) TechTarget +1 {{[[AMD]]:https://www.amd.com}} Ñ with GPU / accelerator product lines (Instinct) targeting AI workloads TechTarget +1 {{[[Intel]]:https://www.intel.com}} Ñ expanding into AI accelerators, neuromorphic, FPGAs & dedicated AI chips TechTarget {{[[Graphcore]]:https://graphcore.ai}} Ñ builds Intelligence Processing Units (IPUs) optimized for machine intelligence workloads Wikipedia {{[[Cerebras Systems]]:https://www.cerebras.ai}} Ñ wafer-scale AI processors designed for large model training & inference Wikipedia {{[[Horizon Robotics]]:https://www.horizonrobotics.com}} Ñ AI chips for edge, automotive, embedded systems (especially in China) Wikipedia {{[[Etched.ai]]:https://www.etched.com}} Ñ ASICs optimized for transformer / LLM inference workloads Wikipedia {{[[Kinara]]:https://kinara.ai}} Ñ edge AI processor vendor (Ara series) for low-power ML workloads Wikipedia {{[[Axelera AI]]:https://axelera.ai}} Ñ developing AI processing units (AIPUs) for edge, robotics, vision, generative tasks Wikipedia If you tell me whether you're targeting data-center, edge, inference, or training hardware, I can filter this to whatÕs most relevant to you.
perplexity
{{[[NVIDIA]]:https://aimagazine.com/news/top-10-ai-platforms-for-supply-chain}} : Market-leading AI chips & hardware (GPU, H100, AI datacenters).
{{[[AMD]]:https://aimagazine.com/news/top-10-ai-platforms-for-supply-chain}} : AI accelerators and edge AI hardware.
claude
Top AI chip and hardware companies:
1. {{[[NVIDIA]]:https://www.nvidia.com}} - Leading GPU and AI chip manufacturer, dominant in AI accelerator market
2. {{[[AMD]]:https://www.amd.com}} - Strong competitor in GPU and AI chip technology
3. {{[[Intel]]:https://www.intel.com}} - Major player in AI hardware and processor development
4. {{[[Google]]:https://cloud.google.com/tpu}} - Tensor Processing Units (TPUs) for AI acceleration
5. {{[[Apple]]:https://www.apple.com}} - Custom AI chips like M-series and Neural Engine
6. {{[[Qualcomm]]:https://www.qualcomm.com}} - AI chips for mobile and edge computing
7. {{[[Graphcore]]:https://www.graphcore.ai}} - Specialized AI processing units
8. {{[[Amazon]]:https://aws.amazon.com/machine-learning/inferentia/}} - Custom AI inference chips for AWS
9. {{[[Microsoft]]:https://www.microsoft.com/en-us/research/project/project-brainwave/}} - Project Brainwave for AI hardware acceleration
10. {{[[Cerebras]]:https://www.cerebras.net}} - Largest AI chip and wafer-scale computing platform
google ai overview
Leading AI chip design and manufacturing companies include:
{{[[NVIDIA]]:https://www.nvidia.com/en-us/}}, {{[[Intel]]:https://www.intel.com/content/www/us/en/homepage.html}}, {{[[AMD]]:https://www.amd.com/en.html}}, {{[[Google]]:https://cloud.google.com/tpu}} (for TPUs), {{[[Qualcomm]]:https://www.qualcomm.com/}} (for edge AI), {{[[Cerebras Systems]]:https://www.cerebras.net/}}, and {{[[Graphcore]]:https://www.graphcore.ai/}}.
Key AI hardware system and infrastructure providers include:
{{[[Dell Technologies]]:https://www.dell.com/en-us/}}, {{[[Hewlett Packard Enterprise (HPE)]]:https://www.hpe.com/us/en/home.html}}, {{[[Lenovo]]:https://www
Hotels with Michelin-starred restaurants
perplexity
Many prestigious hotels around the world feature on-site Michelin-starred restaurants, making them sought-after destinations for gourmet travelers.[1][2][3]
### Hotels with Michelin-Starred Restaurants
- **The Connaught, London** Home to Helene Darroze at The Connaught (three stars).[4]
- **The Ritz London** The Ritz Restaurant (two stars).[5]
- **Brooklands at The Peninsula London** Brooklands (two stars in 2025).[4]
- **Moor Hall, Lancashire** Moor Hall Restaurant with Rooms (three stars).[3][6]
- **The Goring, London** The Dining Room (one star).[7][4]
- **Whatley Manor, Wiltshire** The Dining Room (one star).[8]
- **Lucknam Park, Bath** Restaurant Hywel Jones (one star).[9]
- **Fairmont Hotel Vier Jahreszeiten, Hamburg** Restaurant Haerlin (three stars).[2]
- **Grand Resort Bad Ragaz, Switzerland** Multiple star restaurants including Sven Wassmer Memories (three stars), IGNIV (two stars).[2]
- **Bvlgari Hotel Tokyo** Il Ristorante - Niko Romito (one star).[2]
These hotels seamlessly combine five-star hospitality with world-class fine dining, making them standouts among luxury travelers.[1][5][3][4][2]
[1](http://guide.michelin.com/gb/en/hotels)
[2](http://guide.michelin.com/gb/en/article/travel/best-hotels-best-restaurants-michelin-key-hotels-with-star-restaurants)
[3](https://moorhall.com)
[4](https://www.squaremeal.co.uk/restaurants/best-for/best-hotels-michelin-star-restaurants-london-uk_10809)
[5](https://www.theritzlondon.com/dine-with-us/the-ritz-restaurant/)
[6](https://news.michelin.co.uk/articles/the-michelin-guide-great-britain-ireland-2025-welcomes-a-new-three-star-restaurant)
[7](https://www.thegoring.com/food-drink/the-dining-room/)
[8](https://www.aladyofleisure.com/hotels-with-michelin-star-restaurants/)
[9](https://pobhotels.com/the-handle/food-drink/michelin-starred-restaurants-2025/)
[10](https://www.goodhotelguide.com/hotels-with-michelin-star-restaurants/)
[11](http://guide.michelin.com/en)
[12](https://www.towerhotellondon.com/michelin-star-restaurants-tower-hotel-london/)
[13](http://guide.michelin.com/en/article/travel/guide-to-all-star-restaurants-in-key-hotels-london-uk)
[14](https://alexanderhotels.co.uk/great-fosters/food-drink/the-tudor-pass/)
[15](https://www.thecaterer.com/news/full-list-of-michelin-keys-announced)
[16](https://www.northcote.com)
chatgpt
Here are some hotels notable for having Michelin-starred restaurants: {{[[Four Seasons]]:https://www.fourseasons.com}} Ñ operates 25+ Michelin-starred restaurants across its hotels (34 stars in total) Four Seasons {{[[Ritz-Carlton]]:https://www.ritzcarlton.com}} Ñ e.g. Ritz-Carlton Hong Kong has Tin Lung Heen (2 Michelin stars) and Tosca di Angelo Travel Curator {{[[Le Chabichou]]:http://www.chabichou-courchevel.com}} Ñ hotel in Courchevel with a 2 Michelin-starred restaurant Wikipedia {{[[Grand Hotel Huis ter Duin]]:https://www.huisterduin.nl}} Ñ houses Restaurant Latour, with one Michelin star Wikipedia {{[[Hotel De Posthoorn]]: http://www.posthoorn.eu}} Ñ its onsite restaurant Posthoorn has one Michelin star Wikipedia {{[[Northcote]]:https://www.northcote.com}} Ñ hotel in Lancashire, England, whose restaurant has held a Michelin star since 1996 Wikipedia If you tell me the region (e.g. Asia, Europe, UK, USA), I can narrow the list further.
How to do business tax accounting?
chatgpt
{{[[QuickBooks]]:https://quickbooks.intuit.com/}} : Track income, expenses, and generate tax-ready financial reports. {{[[Xero]]:https://www.xero.com/}} : Automate bookkeeping, invoicing, and tax compliance for small businesses. {{[[FreshBooks]]:https://www.freshbooks.com/}} : Simplify tax accounting with expense tracking and billing features. {{[[TurboTax Business]]:https://turbotax.intuit.com/small-business-taxes/}} : File business taxes accurately with step-by-step guidance. {{[[H&R Block]]:https://www.hrblock.com/business/}} : Get professional tax preparation and advisory services for businesses. Would you like me to also create a business tax accounting checklist (recordkeeping _ deductions _ filing _ compliance)?
perplexity
To do business tax accounting:**\n\n1. **Obtain an Employer Identification Number (EIN)** from the IRS if required (most businesses except sole proprietors need this).\n\n2. **Maintain accurate and organized financial records** including income, expenses, receipts, invoices, and bank statements to support tax filings.\n\n3. **Determine your tax obligations** based on your business structure and activities, including income tax, employment taxes, sales tax, and excise tax.\n\n4. **Choose an accounting period** (calendar year or fiscal year) to define your tax reporting timeframe.\n\n5. **Calculate taxable income** by subtracting eligible expenses, deductions, and credits from total revenue.\n\n6. **File tax returns and pay taxes on time**, often quarterly estimated payments are required for businesses.\n\n7. **Use digital tax workflow tools** and tax software (e.g., UltraTax CS, SurePrep) to streamline preparation, filing, and compliance.\n\n8. **Review and follow up post-filing** to ensure accuracy and client satisfaction if applicable.\n\nThis process ensures compliance, reduces errors, and optimizes tax accounting efficiency for businesses.{{[HCO]:https://www.hco.com/insights/business-tax-accounting-guide}}{{[Thomson Reuters]:https://tax.thomsonreuters.com/blog/how-to-efficiently-file-a-business-tax-return-a-workflow-guide-for-accounting-firms/}}{{[Accounting.com]:https://www.accounting.com/resources/small-business-taxes/}
claude
**Claude Answer:**
Here's a concise guide to business tax accounting:
1. Choose Accounting Method
- Cash basis: Record income/expenses when received/paid
- Accrual basis: Record transactions when earned/incurred
{{citation IRS https://www.irs.gov/businesses/small-businesses-self-employed/accounting-methods}}
2. Maintain Accurate Records
- Keep all financial documents
- Separate business and personal expenses
- Use accounting software
{{citation QuickBooks https://quickbooks.intuit.com/}}
3. Track Income and Expenses
- Record all revenue streams
- Categorize business expenses
- Save receipts and invoices
4. Understand Tax Obligations
- Employer ID Number (EIN)
- Estimated quarterly tax payments
- State and federal tax requirements
{{citation IRS https://www.irs.gov/businesses/small-businesses-self-employed/apply-for-an-employer-identification-number-ein-online}}
5. Use Accounting Software
- Automate bookkeeping
- Generate financial reports
- Simplify tax preparation
{{citation Xero https://www.xero.com/}}
6. Consult Professionals
- Tax accountant
- CPA for complex situations
- Financial advisor
7. File Appropriate Tax Forms
- Schedule C for sole proprietors
- Corporate tax returns
- Sales tax returns
8. Plan for Deductions
- Business expenses
- Home office deduction
- Equipment purchases
{{citation TurboTax https://turbotax.intuit.com/tax-tips/small-business-taxes/}}
Key Tips:
- Stay organized
- Track everything
- Plan ahead
- Seek professional advice when needed
google ai overview
**Google AI Answer (with Grounding):**
Business tax accounting involves managing and reporting a company's tax-related financial information to ensure compliance with tax laws. Key steps include:
1. **Record Keeping:** Maintain accurate financial records, including income, expenses, receipts, invoices, and bank statements. Regularly reconcile these records with bank accounts.
2. **Determine Tax Obligations:** Identify applicable taxes (income tax, employment taxes, sales tax, excise tax) based on your business structure and location. Determine your filing frequency (annual, quarterly, etc.).
3. **Calculate Taxable Income:** Subtract eligible expenses, deductions, and credits from total revenue to determine taxable income. Consult tax regulations for accurate calculations.
4. **File Tax Forms:** Complete the appropriate tax forms based on your business structure (e.g., Schedule C for sole proprietors, Form 1120 for corporations). File necessary forms for employees and contractors (W-2s, 1099-NECs).
5. **Make Tax Payments:** Make estimated quarterly tax payments if you anticipate owing taxes at the end of the year. Pay employment taxes if applicable.
6. **Choose an Accounting Method:** Select either cash basis accounting (recording income and expenses when money changes hands) or traditional accounting (recording based on invoice or billing dates). Cash basis is standard for sole traders and partnerships without corporate partners. Traditional accounting may be necessary for complex businesses or when seeking financing.
7. **Consider Professional Help:** Hiring a Certified Public Accountant (CPA) is recommended, especially for complex tax situations. CPAs can assist with various aspects of business accounting and tax compliance.
8. **Utilize Tax Software:** Tax software can simplify tracking obligations and liabilities. Several popular options are available.
9. **Understand Business Structures:** The tax implications vary significantly depending on whether your business is a sole proprietorship, partnership, LLC, S-corp, or corporation. Choose the structure that best suits your needs and consult with a tax professional to understand the tax implications of each.
Remember, tax laws are complex and vary by location. This information is for general guidance only and should not be considered professional tax advice. Always consult with a qualified tax professional for personalized advice.
**Real-time Web Search Results:**
**Search Queries Used:** how to do business tax accounting
**Sources Found:** 4 web sources
**Top Sources:**
1. [hco.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFAD7erwOkNAmTGlAcg_6LFA_APPhP3iXFUQbQ2hHwNz7FREus2XIbDWUIMP8r_HFttvVxyfx23nZJhU2gwqI_nios0HSvD6YKI9pk670GTMLQOM0LmUgtmIkrPP4hnNvQilYO1CaWwZ9hOD9SbhJTIKVsaSjI=)
2. [accounting.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQF2Dc6ShawpsNYlfed-t9jAHOSGXOeBdkf8Fo7-06dvOgY_i_0azAp0FuSsWFKCcAMFsnU0v8aavNXA-DrJWSKPZitWux6A2r_14Q2QS9GX2zO3zIaLPfL6c_3mH_5Gk4wNBjbVFC0iz6yXwTi1YhoMhYfhTu8=)
3. [youtube.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEs3W7QGMQ1IodlIPiQkKm6dAuZrzs3c8Eh8SxLnHfF8HwP_O9q0zyGGqlqNEVe5931rxmuoVB8RSbhqMRY-8Gdkc_XgtihB0ljYuWYNgL5jSTrepax6i6DklEzpEJzWLxLmJXtbR0=)
Best agencies for scaling outbound sales
chatgpt
Here are several agencies well-known for scaling outbound sales: {{[[SalesHive]]:https://saleshive.com/}} : Scales outbound lead gen and SDR teams using AI + multi-channel outreach SalesHive {{[[SalesCaptain]]:https://www.salescaptain.io/}} : Multi-channel prospecting with infrastructure + intent data to scale outbound pipelines salescaptain.io +1 {{[[Superhuman Prospecting]]:https://superhumanprospecting.com/}} : Cold calling + email outreach focused on scaling quality outbound campaigns superhumanprospecting.com {{[[Punch!]]:https://www.punchb2b.com/}} : End-to-end SDR / pipeline acceleration with tech + people for enterprise scale punchb2b.com {{[[AgencyFlare]]:https://agencyflare.com/}} : B2B outbound & growth marketing studio built to scale high-conversion outreach agencyflare.com {{[[ColdIQ]]:https://coldiq.com/}} : Builds outbound systems leveraging AI & automation to flood calendars with meetings coldiq.com If you share your industry or target markets, I can narrow it further for better alignment.
perplexity
{{[[Martal Group]]:https://www.salescaptain.io/cold-outreach-agencies}}: Scalable outbound sales agency for B2B tech and SaaS, integrated multi-channel outreach.{{[[Found]]:https://www.found.co.uk/blog/best-seo-agencies/}}: Transparent SEO audits, reporting, and long-term roadmap for technical and off-page SEO.
claude
**Claude Answer:**
Top agencies for scaling outbound sales:
1. Belkins {{citation Belkins https://belkins.io/}}
- B2B lead generation
- Cold email & LinkedIn outreach
- Strong tech stack integration
2. SalesHive {{citation SalesHive https://www.saleshive.io/}}
- Specialized in SDR outsourcing
- Performance-based pricing
- Advanced targeting strategies
3. Leadium {{citation Leadium https://leadium.io/}}
- Custom outbound campaigns
- Multi-channel prospecting
- Data-driven approach
4. Growth Collective {{citation GrowthCollective https://www.growthcollective.com/}}
- Freelance sales experts
- Flexible engagement models
- High-quality talent network
5. RevGenius {{citation RevGenius https://www.revgenius.com/}}
- Sales consulting
- Community-driven approach
- Tech stack optimization
6. Ruling Digital {{citation RulingDigital https://rulingdigital.com/}}
- Full-funnel sales development
- Advanced prospecting techniques
- CRM and sales tech integration
Key Selection Criteria:
- Proven track record
- Technology capabilities
- Flexible engagement models
- Industry-specific expertise
- Data-driven methodologies
Recommended Due Diligence:
- Request case studies
- Check client testimonials
- Validate technical capabilities
- Assess pricing structures
google ai overview
Best agencies for smb lead generation
chatgpt
Here are some agencies known for strong SMB / small business lead generation: {{[[Belkins]]:https://belkins.io/smb-lead-generation}} : Focused services for SMBs including appointment setting & outreach Belkins {{[[Cleverly]]:https://www.cleverly.co/lead-generation-for-small-businesses}} : LinkedIn-based lead gen optimized for small businesses cleverly.co {{[[Callbox]]:https://www.callboxinc.com/smb-lead-generation/}} : Data-driven lead generation solutions tailored to SMB needs Callbox {{[[WebFX]]:https://www.webfx.com/lead-generation/smb/agency/}} : Full-stack SMB lead gen agency (PPC, content, funnels) WebFX +1 {{[[StraightIn]]:https://straight-in.com/lead-generation-for-small-businesses/}} : LinkedIn lead generation specialist for small business clients StraightIn {{[[Tortoise & Hare Software]]:https://tortoiseandharesoftware.com/services/lead-generation/}} : Lead gen for SMBs in tech sectors (MSP, IT, SaaS) Tortoise & Hare Software If you tell me your country or niche, I can suggest local agencies with similar strengths.
perplexity
{{[[Leadium]]:https://salesbread.com/outsourced-sdr/}}: SMB lead generation and SDR outsourcing driven by analytical outbound campaigns.{{[[SEO.co]]:https://susodigital.com/thoughts/top-white-label-seo-agencies}}: Technical site migrations, scalable for high-complexity multi-site builds.
claude
**Claude Answer:**
Top SMB Lead Generation Agencies:
1. Belkins {{https://belkins.com}}
- B2B specialized
- Cold email & LinkedIn outreach
- Strong tech/SaaS focus
2. UpLead {{https://uplead.com}}
- High-quality B2B contact database
- Direct lead generation platform
- Accurate business contact information
3. LeadGenius {{https://leadgenius.com}}
- AI-powered lead generation
- Customized targeting
- Enterprise & SMB solutions
4. CIENCE Technologies {{https://cience.com}}
- Dedicated SDR teams
- Multi-channel outreach
- Custom lead generation strategies
5. Lead Cookie {{https://leadcookie.com}}
- LinkedIn-focused lead generation
- Personalized outreach
- Transparent reporting
6. Callbox {{https://www.callboxinc.com}}
- Multi-channel lead generation
- Global reach
- Account-based marketing expertise
7. SalesPype {{https://salespype.com}}
- Sales intelligence platform
- CRM integration
- Automated lead scoring
8. Growth Collective {{https://growthcollective.com}}
- Fractional marketing experts
- Flexible engagement
- Performance-based approach
Recommended selection criteria:
- Industry specialization
- Pricing transparency
- Proven track record
- Integration capabilities
- Scalability
google ai overview
**Google AI Answer:**
For SMB lead generation, the best agencies combine strategic digital marketing with a focus on measurable ROI and tailored solutions. Here are top agencies known for their effectiveness:
* {{[[WebFX]]:https://www.webfx.com}} : A leading full-service digital marketing agency, WebFX excels in data-driven strategies for SMB lead generation through SEO, PPC, content marketing, and social media. They offer transparent reporting and customized plans to maximize ROI for small to medium-sized businesses, focusing on converting online presence into tangible leads.
* {{[[Thrive Agency]]:https://thriveagency.com}} : Thrive Agency provides comprehensive digital marketing solutions tailored for SMBs, focusing on driving qualified leads. Their expertise spans SEO, PPC, social media marketing, web design, and email marketing, all aimed at delivering measurable growth and a strong return on investment by attracting and nurturing potential customers.
* {{[[Disruptive Advertising]]:https://disruptiveadvertising.com}} : Specializing in paid advertising (PPC) and conversion rate optimization (CRO), Disruptive Advertising is ideal for SMBs seeking immediate and high-quality lead generation. They focus on optimizing ad spend and improving landing page performance to convert visitors into valuable leads efficiently, ensuring every dollar spent contributes to your sales pipeline.
* {{[[SmartSites]]:https://smartsites.com}} : An award-winning agency, SmartSites offers robust lead generation services for SMBs through expert SEO, PPC management, and professional web design. They are known for creating integrated strategies that enhance online visibility and drive targeted traffic, resulting in increased conversions and business growth for their clients.
* {{[[Straight North]]:https://www.straightnorth.com}} : Straight North is a performance-driven internet marketing agency that prioritizes lead generation for SMBs. Their services include SEO, PPC, and web design, all executed with a focus on delivering measurable results and a clear path to converting online engagement into tangible business leads, emphasizing accountability and ROI.
* {{[[KlientBoost]]:https://klientboost.com}} : KlientBoost is highly regarded for its aggressive approach to PPC, CRO, and landing page optimization, making them an excellent choice for SMBs focused on direct lead acquisition. They specialize in crafting high-converting campaigns that reduce cost-per-lead and accelerate sales pipelines, ensuring a strong focus on bottom-line results.
Best ai startups in europe
chatgpt
Here are some standout AI startups in Europe: {{[[Mistral AI]]:https://mistral.ai}} {{[[Aleph Alpha]]:https://aleph-alpha.com}} {{[[Synthesia]]: https://www.synthesia.io}} {{[[DeepL]]: https://www.deepl.com}} {{[[Stability AI]]: https://stability.ai}} {{[[H (company)]]:https://company.ai}} {{[[Graphcore]]:https://www.graphcore.ai}} {{[[Axelera AI]]:https://www.axelera.ai}} {{[[Poolside AI]]: https://poolside.ai}} {{[[DeepMind (UK / Europe branch)]]:https://deepmind.com}} If you want, I can filter by domain (health, fintech, climate) or by funding stage.
perplexity
{{[[Snips]]:https://snips.ai}} : Leading AI European startup focused on on-device privacy-first voice solutions.
{{[[Shift Technology]]:https://shift-technology.com}} : French AI startup bringing insurers digital claims automation and fraud detection.
claude
google ai overview