Decentralized AI Search

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to Real-Time Data

Instant, reliable access to fresh Social and Web data,

built for speed, accuracy and cost efficiency

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AI Search

Post Search

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AI Search

Verified answers, real time. Aggregate and summarize fresh data from Web, X (Twitter), Reddit and more, without AI hallucinations

Docs

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Connect Your Agent

to Real-Time Data

Instant, reliable access to fresh Social and Web data,

built for speed, accuracy and cost efficiency

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AI Search

Post Search

Web Search

Research

Web App

AI Search

Hallucination-free AI answers with sources. Desearch aggregates verified results fro Web, X, Reddit and more, then summarizes them into trusted, context-rich insights for your agents, apps or analysis pipelines.

Docs

Try in the Playground

Connect Your Agent

to Real-Time Data

Instant, reliable access to fresh Social and Web data,

built for speed, accuracy and cost efficiency

Get Your API Key

Talk to an Expert

AI Search

Post Search

Web Search

Research

Web App

AI Search

Docs

Try in the Playground

Trusted by Innovators Across AI

Chutes

What makes desearch unique?

Built for developers who need answers, not noise.

Desearch gives you fast, contextual access to data across Twitter, Reddit, Wikipedia, and more—plus LLM-powered summaries you can plug directly into your workflow.

Decentralized Data Crawling

Real Time Web & Social indexing

AI Optimized Search Queries

No Ads, Just Quality Data

Developer-First API & SDKs

Decentralized Data Crawling

Search across the open web, X, Reddit, arXiv, HackerNews and other sources empowered by a decentralized network of Bittensor miners and validators

Start Exploring

AI Enthusiast

@AI_Expert

1 hour ago

Breaking News in #DeAI: Desearch Launches Decentralized Search for AI Models!

Discover how DeSearch is revolutionizing AI transparency with its blockchain-powered search engi…

What would you like to know?

Nova 1.0

Sources

Tools

Past 24 hours

Past 2 days

Past month

Past year

1 hour ago

Real Time web and Social indexing with Verified Results

Every search result is verified, ensuring the data your AI models consume is accurate and fact-based

Get Verified Data

What makes desearch unique?

Built for developers who need answers, not noise.

Desearch gives you fast, contextual access to data across Twitter, Reddit, Wikipedia, and more—plus LLM-powered summaries you can plug directly into your workflow.

Decentralized Data Crawling

Decentralized Data Crawling

Search across the open web, X, Reddit, arXiv, HackerNews and other sources empowered by a decentralized network of Bittensor miners and validators

Start Exploring

AI Enthusiast

@AI_Expert

1 hour ago

Breaking News in #DeAI: Desearch Launches Decentralized Search for AI Models!

Discover how DeSearch is revolutionizing AI transparency with its blockchain-powered search engi…

What would you like to know?

Nova 1.0

Sources

Tools

Past 24 hours

Past 2 days

Past month

Past year

1 hour ago

Real Time web and Social indexing with Verified Results

Every search result is verified, ensuring the data your AI models consume is accurate and fact-based

Get Verified Data

Real Time Web & Social indexing

AI Optimized Search Queries

No Ads, Just Quality Data

Developer-First API & SDKs

What makes desearch unique?

Built for developers who need answers, not noise.

Desearch gives you fast, contextual access to data across Twitter, Reddit, Wikipedia, and more—plus LLM-powered summaries you can plug directly into your workflow.

Decentralized Data Crawling

Decentralized Data Crawling

Search across the open web, X, Reddit, arXiv, HackerNews and other sources empowered by a decentralized network of Bittensor miners and validators

Start Exploring

AI Enthusiast

@AI_Expert

1 hour ago

Breaking News in #DeAI: Desearch Launches Decentralized Search for AI Models!

Discover how DeSearch is revolutionizing AI transparency with its blockchain-powered search engi…

What would you like to know?

Nova 1.0

Sources

Tools

Past 24 hours

Past 2 days

Past month

Past year

1 hour ago

Real Time web and Social indexing with Verified Results

Every search result is verified, ensuring the data your AI models consume is accurate and fact-based

Get Verified Data

Real Time Web & Social indexing

AI Optimized Search Queries

No Ads, Just Quality Data

Developer-First API & SDKs

Get Chrome Extension

Sources

Hacker News

“X” Twiter

Arxiv

Web Search

Wikipedia

YouTube

And more

Filters

Reset all

Model

Tools

Wikipedia Search

ArXiv Search

Reddit Search

Youtube Search

Google Image Search

Date filter

Select Date

Latest Tao trends indicate strong bullish momentum with TAO breaking above $300, driven by positive market predictions and expert forecasts for 2025-2030, suggesting significant growth potential. The cryptocurrency is experiencing increased interest, with market dynamics and subnet developments fueling optimism, while innovative applications like Tao Shopping and Taoist principles in business highlight its expanding influence beyond crypto.

What are the latest trends about Tao?

New Chat

Copy Curl

Playground

Test out our Models Before Integrating

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Filters

Reset all

Model

Tools

Wikipedia Search

ArXiv Search

Reddit Search

Youtube Search

Google Image Search

Date filter

Select Date

What are the latest trends about Tao?

New Chat

Copy Curl

Playground

Test out our Models Before Integrating

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Filters

Reset all

Model

Tools

Wikipedia Search

ArXiv Search

Reddit Search

Youtube Search

Google Image Search

Date filter

Select Date

What are the latest trends about Tao?

New Chat

Copy Curl

Playground

Test out our Models Before Integrating

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Filters

Reset all

Model

Tools

Wikipedia Search

ArXiv Search

Reddit Search

Youtube Search

Google Image Search

Date filter

Select Date

What are the latest trends about Tao?

New Chat

Copy Curl

Playground

Test out our Models Before Integrating

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Dashboard

Real-Time Monitoring and Analytics

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Error Trends & Logs

View all Logs

Errors

All Subnets

November

233

0.3 %

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Latest error logs

All Subnets

Subnet

Method

URL

Timestamp

Status

Desearch AI

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Default

https://apis.datura.ai/s22_chi?

2024-11-28 14:40:47

200

Usage

Balance

Spent Today

$20,234.56

$1,524.46

View Billing

Requests

All Subnets

14.3M

100%

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Activity

Playground

November

Subnet

Desearch

Cortex.t

Requests

124,432

943,344,243

2,443,224,432

Errors

1313

2432

Spent

$1.99

$15,093.51

$39,091.59

Dashboard

Real-Time Monitoring and Analytics

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Error Trends & Logs

View all Logs

Errors

All Subnets

November

233

0.3 %

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Latest error logs

All Subnets

Subnet

Method

URL

Timestamp

Status

Desearch AI

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Default

https://apis.datura.ai/s22_chi?

2024-11-28 14:40:47

200

Usage

Balance

Spent Today

$20,234.56

$1,524.46

View Billing

Requests

All Subnets

14.3M

100%

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Activity

Playground

November

Subnet

Desearch

Cortex.t

Requests

124,432

943,344,243

2,443,224,432

Errors

1313

2432

Spent

$1.99

$15,093.51

$39,091.59

Dashboard

Real-Time Monitoring and Analytics

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Error Trends & Logs

View all Logs

Errors

All Subnets

November

233

0.3 %

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Latest error logs

All Subnets

Subnet

Method

URL

Timestamp

Status

Desearch AI

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Default

https://apis.datura.ai/s22_chi?

2024-11-28 14:40:47

200

Usage

Balance

Spent Today

$20,234.56

$1,524.46

View Billing

Requests

All Subnets

14.3M

100%

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Activity

Playground

November

Subnet

Desearch

Cortex.t

Requests

124,432

943,344,243

2,443,224,432

Errors

1313

2432

Spent

$1.99

$15,093.51

$39,091.59

Dashboard

Real-Time Monitoring and Analytics

Access a detailed API dashboard for real-time error logs and request metrics, keeping your application running smoothly.

Error Trends & Logs

View all Logs

Errors

All Subnets

November

233

0.3 %

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Latest error logs

All Subnets

Subnet

Method

URL

Timestamp

Status

Desearch AI

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Cortex.t

Datura SmartScrape

Default

https://apis.datura.ai/s22_chi?

2024-11-28 14:40:47

200

Usage

Balance

Spent Today

$20,234.56

$1,524.46

View Billing

Requests

All Subnets

14.3M

100%

12 May

18 May

24 May

30 May

05 Jun

12 Jun

2000

1600

1200

800

400

423.24

Activity

Playground

November

Subnet

Desearch

Cortex.t

Requests

124,432

943,344,243

2,443,224,432

Errors

1313

2432

Spent

$1.99

$15,093.51

$39,091.59

What You Get with the API?

API

Built for AI Agents, Apps and Builders

See Pricing

API Integration

Seamless Integration

Go to API Dashboard

Our user-friendly API, complemented by comprehensive documentation, enables quick and efficient incorporation of AI

features into your applications

API Integration

Seamless Integration

Go to API Dashboard

Our user-friendly API, complemented by comprehensive documentation, enables quick and efficient incorporation of AI

features into your applications

AI + Web Search

Summary + Links

Twitter “X” Post Search

Posts

Web Search

Links

Integrate with

cURL

Python

Javascript

PHP

Java

curl --request POST \

--url https://apis.datura.ai/cortex-text-generation \

--header 'Authorization: Bearer ' \

--header 'Content-Type: application/json' \

--data '{

"messages": [

Response

422

import requests

url = "https://apis.datura.ai/desearch/ai/search"

headers = {

"Authorization": "", # Replace with your actual API key

"Content-Type": "application/json"

}

data = {

"date_filter": "PAST_24_HOURS",

"model": "NOVA",

"prompt": "Tesla Space Program",

"streaming": False,

"tools": [

"Web Search",

"Hacker News Search",

"Reddit Search",

"Wikipedia Search",

"Youtube Search",

"Twitter Search",

"ArXiv Search"

]

}

response = requests.post(url, json=data, headers=headers)

# Handle errors gracefully

if response.status_code == 200:

try:

print(response.json())

except ValueError:

print("Invalid JSON response received.")

else:

print(f"Error: {response.status_code}, {response.text}")

AI + Web Search

Summary + Links

Twitter “X” Post Search

Posts

Web Search

Links

Integrate with

cURL

Python

Javascript

PHP

Java

curl --request POST \

--url https://apis.datura.ai/cortex-text-generation \

--header 'Authorization: Bearer ' \

--header 'Content-Type: application/json' \

--data '{

"messages": [

Response

422

import requests

url = "https://apis.datura.ai/desearch/ai/search"

headers = {

"Authorization": "", # Replace with your actual API key

"Content-Type": "application/json"

}

data = {

"date_filter": "PAST_24_HOURS",

"model": "NOVA",

"prompt": "Tesla Space Program",

"streaming": False,

"tools": [

"Web Search",

"Hacker News Search",

"Reddit Search",

"Wikipedia Search",

"Youtube Search",

"Twitter Search",

"ArXiv Search"

]

}

response = requests.post(url, json=data, headers=headers)

# Handle errors gracefully

if response.status_code == 200:

try:

print(response.json())

except ValueError:

print("Invalid JSON response received.")

else:

print(f"Error: {response.status_code}, {response.text}")

IntegratE IN YOUR PRODUCTS NOW

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IntegratE IN YOUR PRODUCTS NOW

Get Your API Key in Seconds

Get $10 free API Credits

Web App

Desearch App acts like a team of analysts working behind the scenes. Just type your question in plain English and get verified, real-time answers from X, Reddit, Youtube, HackerNews, arXiv, Wikipedia and Web.

Try our Web App

Web App

Try our Web App

What can you do with Desearch

AI Search

Deep search

People search

Company search

Try on our Web App

Search on

Hacker News

“X” Twiter

Arxiv

Web Search

Wikipedia

YouTube

And more

Which L2s are trending on X and Reddit after recent mainnet news?

Nova 1.0

Sources

Tools

Which L2s are trending on X and Reddit after recent mainnet news?

Nova 1.0

Sources

Tools

Which L2s are trending on X and Reddit after recent mainnet news?

Nova 1.0

Sources

Tools

Crypto, DeFi

Monitor sentiment, detect early signals, and dive deep into protocol updates or token discussions - directly from verified on-chain communities.

Try our Web App

Marketing & Sales Intelligence

Startup Landscape

Search on

Hacker News

“X” Twiter

Arxiv

Web Search

Wikipedia

YouTube

And more

Which L2s are trending on X and Reddit after recent mainnet news?

Nova 1.0

Sources

Tools

Which L2s are trending on X and Reddit after recent mainnet news?

Nova 1.0

Sources

Tools

Which L2s are trending on X and Reddit after recent mainnet news?

Nova 1.0

Sources

Tools

Crypto, DeFi

Monitor sentiment, detect early signals, and dive deep into protocol updates or token discussions - directly from verified on-chain communities.

Try our Web App

Marketing & Sales Intelligence

Startup Landscape

Try our Web app

See it live

Try our Web App

Try our Web app

See it live

Try our Web App

Benchmarks

Desearch Outperforms Across All Important Key Metrics

We ran 1,000+ complex queries through top search and LLM providers—then compared the results. With over 11.6 million queries processed, Desearch delivered unmatched accuracy, depth and source quality across every category.

See dataset

Benchmarks

Desearch Outperforms Across All Important Key Metrics

See dataset

Benchmarks

Desearch Outperforms Across All Important Key Metrics

See dataset

80.46%

Link Content Relevance

92.57%

Summary Text relevance

72.60%

Embedding Similarity

45.57%

“X” Link relevance

Results match query intent with minimal noise

Sources

Benchmarks

Desearch Outperforms Across All Important Key Metrics

See dataset

80.46%

Link Content Relevance

92.57%

Summary Text relevance

72.60%

Embedding Similarity

45.57%

“X” Link relevance

Results match query intent with minimal noise

Sources

11,65M

Queries

230M

Results

Benchmarks are Based on...

11,65M

Queries

230M

Results

Benchmarks are Based on...

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API Integration

Seamless Integration

Go to API Dashboard

Our user-friendly API, complemented by comprehensive documentation, enables quick and efficient incorporation of AI

features into your applications

Integrate with

AI + Web Search

Summary + Links

Twitter “X” Post Search

Posts

Web Search

Links

Python

Javascript

cURL

from desearch_py import Desearch
desearch = Desearch('your-api-key')

results = desearch.ai_search(

prompt="Bittensor",

tools=[

"twitter",

"web",

"hackernews",

"reddit"

model="NOVA",

date_filter="PAST_24_HOURS",

streaming=False,

)

{

"completion": {

"search_summary": "Bittensor's ( TAO token) is is gaining a attention decentralized due protocol to that its incentiv innovativeizes decentralized machine AI learning network models, through enabling blockchain participants technology to, contribute enabling and AI earn development through and machine collaboration learning across tasks a, network fostering of a participants rapidly. expanding It ecosystem operates. by Its rewarding circulating contributors supply who of provide valuable8 million tokens, with growth projections, AI services reflects strong, fostering a decentralized community interest and potential AI ecosystem where models value appreciation and data. The are shared securely. project aims The platform to revolutionize AI leverages development by blockchain to incentivizing ensure transparency, security collaboration and, and incentivization decentralization, allowing, making users to it a participate in training, promising contender validating, in crypto and utilizing and AI AI models integration. while earning Enthusi TAO tokens.asts see Bitt TAOensor aims to revolution as a groundbreaking platformize AI development by decentralizing that could control, promoting open reshape AI infrastructure, attracting investors collaboration, and creating a sustainable and developers economy for eager to participate in AI innovation. its growth trajectory.",

"key_sources": [

{

"text": "Bittensor (TAO) : A comprehensive presentation of a protocol ...",

"url": "https://oakresearch.io/en/reports/protocols/bittensor-tao-presentation-protocol-combining-ai-blockchain"

},

{

"text": "What Is Bittensor ($TAO)? Everything You Need to Know - Coins.ph",

"url": "https://coins.ph/academy/what-is-bittensor-tao-everything-you-need-to-know/"

},

{

"text": "What Is Bittensor (TAO Crypto)? Read Full Review, Pros, & Cons",

"url": "https://linity.com/projects/bittensor-tao-review/description"

},

{

"text": "Bittensor TAO: The Definitive Beginner's Guide - Medium",

"url": "https://medium.com/@taofinney/bittensor-tao-a-beginners-guide-eb9ee8e0d1a4"

},

{

"text": "What is Bittensor (TAO)? Detailed overview of the platform (2025)",

"url": "https://www.binance.com/en-IN/square/post/17805100093282"

},

{

"text": "Bittensor Review 2025: The Future of Machine Intelligence?",

"url": "https://coinbureau.com/review/bittensor-review/"

},

{

"text": "Bittensor Explained: How TAO and Subnets Power Decentralized AI",

"url": "https://www.coingecko.com/learn/what-is-bittensor-tao-decentralized-ai"

},

{

"text": "What is TAO Bittensor? When AI Meets Machine Learning - Bitrue",

"url": "https://www.bitrue.com/blog/what-is-tao-bittensor-when-ai-meets-machine-learning"

},

{

"text": "Bittensor Price: TAO Live Price Chart, Market Cap & News Today",

"url": "https://www.coingecko.com/en/coins/bittensor"

},

{

"text": "BitTensor Price, TAO to USD, Research, News & Fundraising | Messari",

"url": "https://messari.io/project/bittensor"

}

],

"key_tweets": [

{

"text": "From Sydney To San Francisco, Millions Are Striking For Global Climate Action. The day of protest precedes the United Nations summit on how to rein in the worst effects of climate change.",

"url": "https://x.com//status/1926729856642945505"

},

{

"text": "Episode 44: Climate Change is Class Warfare In hour one, Michelle sits down with climate activist, Chris Heckman, to discuss the Cincinnati Chapter of Citizens' Climate Lobby. In hour two, Mark and Clayton look into how climate change negatively impacts ",

"url": "https://x.com//status/1926722498671804563"

},

{

"text": "Forest loss made a disturbing spike last year, per University of Maryland & World Resources Institute. Not coincidently, 2024 was also the hottest on record. Forests are a CO2 sponge, and wildfires caused 4.1B tons of CO2 emissions in 2024, 4x emissions from air travel in 2023.",

"url": "https://x.com//status/1926750874711265476"

},

{

"text": "Greenhouse gases:The Environmental Protection Agency has drafted a plan to eliminate all limits on greenhouse gases from coal and gas-fired power plants in the United States, according to internal agency documents reviewed by The New York Times. Globally, power plants account for about 30 percent of the pollution driving climate change. The proposed regulation is part of a broader attack by the Trump administration on the established science that greenhouse gases threaten human health and the environment. @nytimes",

"url": "https://x.com//status/1926771362296717522"

},

{

"text": "�� Australia Should Follow NZ Out of Net Zero �� New Zealand just hit the brakes on its unworkable climate agenda — and Australia should too. Here's why �� Australia emits just 1% of global CO₂ — destroying our economy won’t change the climate. �� Net Zero = Net Loss — higher power bills, job losses, and industries shut down. �� Unrealistic Targets — tech isn't ready, and China’s emissions alone wipe out our “gains” in a week. ��️ Punishing Producers — farmers, miners, and manufacturers are carrying the cost. �� We need reliable, affordable energy, not woke targets that cripple productivity. �� Let’s invest in clean tech without strangling the economy. �� Let’s prioritise sovereignty, jobs, and common sense. �� Time to put Australia first. Exit net zero. #auspol #NetZero #ClimatePolicy #EnergyCrisis #AustraliaFirst #ExitNetZero #CommonSenseClimate",

"url": "https://x.com//status/1926740107005972666"

},

{

"text": "Climate Impact Deepens in Somalia with Deadly Flooding and Displacement ",

"url": "https://x.com//status/1926718606538109244"

},

{

"text": "Some forests are now releasing more carbon than they store! Tree planting, once considered a reliable fix, can now backfire. ",

"url": "https://x.com//status/1926757137054576860"

},

{

"text": "We need to stop using fossil fuels. Gas, coal, and oil are the past. Renewables are the future! Join the call. #StopFossilGas ",

"url": "https://x.com//status/1926495530919547308"

},

{

"text": "Rt @wef Europe's hottest summer, climate change's 'existential threat': What to know about the planet this week #environment #ClimateChange ",

"url": "https://x.com//status/1926734666674901209"

},

{

"text": "#GlobalWarming doesn’t stop But we still are doing nothing #ClimateCatastrophe #ClimateCollapse #ClimateCrisis #ClimateChange ",

"url": "https://x.com//status/1926715395324453010"

}

],

"key_posts": [

{

"text": "What's all the fuss with TAO (bittensor) ? : r/CryptoCurrency - Reddit",

"url": "https://www.reddit.com/r/CryptoCurrency/comments/183a2aa/whats_all_the_fuss_with_tao_bittensor/"

},

{

"text": "Tao seems like one of the most promising projects, yet... - Reddit",

"url": "https://www.reddit.com/r/bittensor_/comments/1kr293j/tao_seems_like_one_of_the_most_promising_projects/"

},

{

"text": "Circulating supply of 8 million tokens and growing until 21 ... - Reddit",

"url": "https://www.reddit.com/r/bittensor_/comments/1jpp0ci/circulating_supply_of_8_million_tokens_and/"

},

{

"text": "Have I missed the Bittensor(TAO) train? : r/CryptoMarkets - Reddit",

"url": "https://www.reddit.com/r/CryptoMarkets/comments/18giqzo/have_i_missed_the_bittensortao_train/"

},

{

"text": "r/Hedera on Reddit: Insight into the market's continued lukewarm ...",

"url": "https://www.reddit.com/r/Hedera/comments/1b23p5m/insight_into_the_markets_continued_lukewarm/"

},

{

"text": "Bittensor or Render and why : r/bittensor_ - Reddit",

"url": "https://www.reddit.com/r/bittensor_/comments/1gxczhw/bittensor_or_render_and_why/"

},

{

"text": "What do you guys think of Bittensor? : r/ArtificialInteligence - Reddit",

"url": "https://www.reddit.com/r/ArtificialInteligence/comments/1bm69en/what_do_you_guys_think_of_bittensor/"

},

{

"text": "The Bittensor ecosystem is expanding RAPIDLY : r/bittensor_ - Reddit",

"url": "https://www.reddit.com/r/bittensor_/comments/1gq8e4d/the_bittensor_ecosystem_is_expanding_rapidly/"

},

{

"text": "Arbius vs Bittensor : r/CryptoCurrency - Reddit",

"url": "https://www.reddit.com/r/CryptoCurrency/comments/1bj3yca/arbius_vs_bittensor/"

},

{

"text": "Exploring the Potential of Bittensor: A Decentralized Platform for AI ...",

"url": "https://www.reddit.com/r/MEXC_official/comments/11iv6bj/exploring_the_potential_of_bittensor_a/"

}

],

"reddit_summary": "**Key Sources:**\n- [Bittensor (TAO) : A comprehensive presentation of a protocol ...](https://oakresearch.io/en/reports/protocols/bittensor-tao-presentation-protocol-combining-ai-blockchain)\n- [What Is Bittensor ($TAO)? Everything You Need to Know - Coins.ph](https://coins.ph/academy/what-is-bittensor-tao-everything-you-need-to-know/)\n- [What Is Bittensor (TAO Crypto)? Read Full Review, Pros, & Cons](https://linity.com/projects/bittensor-tao-review/description)\n- [Bittensor TAO: The Definitive Beginner's Guide - Medium](https://medium.com/@taofinney/bittensor-tao-a-beginners-guide-eb9ee8e0d1a4)\n- [What is Bittensor (TAO)? Detailed overview of the platform (2025)](https://www.binance.com/en-IN/square/post/17805100093282)\n- [Bittensor Review 2025: The Future of Machine Intelligence?](https://coinbureau.com/review/bittensor-review/)\n- [Bittensor Explained: How TAO and Subnets Power Decentralized AI](https://www.coingecko.com/learn/what-is-bittensor-tao-decentralized-ai)\n- [What is TAO Bittensor? When AI Meets Machine Learning - Bitrue](https://www.bitrue.com/blog/what-is-tao-bittensor-when-ai-meets-machine-learning)\n- [Bittensor Price: TAO Live Price Chart, Market Cap & News Today](https://www.coingecko.com/en/coins/bittensor)\n- [BitTensor Price, TAO to USD, Research, News & Fundraising | Messari](https://messari.io/project/bittensor)\n\n**Search Summary:**\nBBittittensorensor's ( TATAOO token) is

is gaining a attention decentralized due protocol to that its incentiv innovativeizes decentralized machine AI learning network models, through enabling blockchain participants technology to, contribute enabling and AI earn development through and machine collaboration learning across tasks a, network fostering of a participants rapidly. expanding It ecosystem operates. by Its rewarding circulating contributors supply who of provide valuable8 million tokens, with growth projections, AI services reflects strong, fostering a decentralized community interest and potential AI ecosystem where models value appreciation and data. The are shared securely. project aims The platform to revolutionize AI leverages development by blockchain to incentivizing ensure transparency, security collaboration and, and incentivization decentralization, allowing, making users to it a participate in training, promising contender validating, in crypto and utilizing and AI AI models integration. while earning Enthusi TAO tokens.asts see Bitt TAOensor aims to revolution as a groundbreaking platformize AI development by decentralizing that could control, promoting open reshape AI infrastructure, attracting investors collaboration, and creating a sustainable and developers economy for eager to participate in AI innovation. its growth trajectory.\n\n**Key Tweets:**\n- [From Sydney To San Francisco, Millions Are Striking For Global Climate Action.

The day of protest precedes the United Nations summit on how to rein in the worst effects of climate change.](https://x.com//status/1926729856642945505)\n- [Episode 44: Climate Change is Class Warfare In hour one, Michelle sits down with climate activist, Chris Heckman, to discuss the Cincinnati Chapter of Citizens' Climate Lobby. In hour two, Mark and Clayton look into how climate change negatively impacts ](https://x.com//status/1926722498671804563)\n- [Forest loss made a disturbing spike last year, per University of Maryland & World Resources Institute. Not coincidently, 2024 was also the hottest on record. Forests are a CO2 sponge, and wildfires caused 4.1B tons of CO2 emissions in 2024, 4x emissions from air travel in 2023.](https://x.com//status/1926750874711265476)\n- [Greenhouse gases:The Environmental Protection Agency has drafted a plan to eliminate all limits on greenhouse gases from coal and gas-fired power plants in the United States, according to internal agency documents reviewed by The New York Times. Globally, power plants account for about 30 percent of the pollution driving climate change. The proposed regulation is part of a broader attack by the Trump administration on the established science that greenhouse gases threaten human health and the environment. @nytimes](https://x.com//status/1926771362296717522)\n- [�� Australia Should Follow NZ Out of Net Zero �� New Zealand just hit the brakes

on its unworkable climate agenda — and Australia should too. Here's why �� Australia emits just 1% of global CO₂ — destroying our economy won’t change the climate. �� Net Zero = Net Loss — higher power bills, job losses, and industries shut down. �� Unrealistic Targets — tech isn't ready, and China’s emissions alone wipe out our “gains” in a week. ��️ Punishing Producers — farmers, miners, and manufacturers are carrying the cost. �� We need reliable, affordable energy, not woke targets that cripple productivity. �� Let’s invest in clean tech without strangling the economy. �� Let’s prioritise sovereignty, jobs, and common sense. �� Time to put Australia first. Exit net zero. #auspol #NetZero #ClimatePolicy #EnergyCrisis #AustraliaFirst #ExitNetZero #CommonSenseClimate](https://x.com//status/1926740107005972666)\n- [Climate Impact Deepens in Somalia with Deadly Flooding and Displacement ](https://x.com//status/1926718606538109244)\n- [Some forests are now releasing more carbon than they store! Tree planting, once considered a reliable fix, can now backfire. ](https://x.com//status/1926757137054576860)\n- [We need to stop using fossil fuels. Gas, coal, and oil are the past. Renewables are the future! Join the call. #StopFossilGas ](https://x.com//status/1926495530919547308)\n- [Rt @wef Europe's hottest summer, climate change's 'existential threat': What to know about the planet this week #environment #ClimateChange ](https://x.com//status/1926734666674901209)\n- [#GlobalWarming doesn’t stop But we still are doing nothing #ClimateCatastrophe #ClimateCollapse #ClimateCrisis #ClimateChange ](https://x.com//status/1926715395324453010)\n\n**Twitter Summary:**\nBittensor is a decentralized AI network that leverages blockchain technology to incentivize and coordinate AI model training and sharing, fostering a collaborative ecosystem where participants earn tokens for contributing computational resources and models, thus promoting open innovation and scalable AI development without centralized control.",

"summary": "Bittensor is a decentralized, blockchain-based platform that incentivizes the development and sharing of artificial intelligence models through a tokenized ecosystem, allowing participants to contribute AI services, earn TAO tokens, and collaboratively improve machine learning capabilities while maintaining transparency, security, and open access within a peer-to-peer network."

},

"reddit_search_results": {

"organic_results": [

{

"title": "What's all the fuss with TAO (bittensor) ? : r/CryptoCurrency - Reddit",

"link": "https://www.reddit.com/r/CryptoCurrency/comments/183a2aa/whats_all_the_fuss_with_tao_bittensor/",

"visible_link": "www.reddit.com âº CryptoCurrency âº comments âº whats_all_the_fuss_with...",

"snippet": "Bittensor is a decentralized artificial intelligence (AI) protocol that facilitates the exchange of value for computations.",

"score": 5

},

{

"title": "Tao seems like one of the most promising projects, yet... - Reddit",

"link": "https://www.reddit.com/r/bittensor_/comments/1kr293j/tao_seems_like_one_of_the_most_promising_projects/",

"visible_link": "www.reddit.com âº bittensor_ âº comments âº tao_seems_like_one_of_the_m...",

"snippet": "I'm a strong believer in having all things decentralized and though Bittensor is still centralized as of right now I know it is a necessary part...",

"score": 5

},

{

"title": "Circulating supply of 8 million tokens and growing until 21 ... - Reddit",

"link": "https://www.reddit.com/r/bittensor_/comments/1jpp0ci/circulating_supply_of_8_million_tokens_and/",

"visible_link": "www.reddit.com âº bittensor_ âº comments âº circulating_supply_of_8_milli...",

"snippet": "Circulating supply of 8 million tokens and growing until 21 million so added inflation plus liquidity going to dTao and not TAO - Will $TAO ever...",

"score": 5

},

{

"title": "Have I missed the Bittensor(TAO) train? : r/CryptoMarkets - Reddit",

"link": "https://www.reddit.com/r/CryptoMarkets/comments/18giqzo/have_i_missed_the_bittensortao_train/",

"visible_link": "www.reddit.com âº CryptoMarkets âº comments âº have_i_missed_the_bitten...",

"snippet": "I started following TAO a year back and I was holding it in my bag as well but due to some emergency, I sold them all at $43.",

"score": 5

},

{

"title": "r/Hedera on Reddit: Insight into the market's continued lukewarm ...",

"link": "https://www.reddit.com/r/Hedera/comments/1b23p5m/insight_into_the_markets_continued_lukewarm/",

"visible_link": "www.reddit.com âº Hedera âº comments âº insight_into_the_markets_continu...",

"snippet": "... votes, 46 comments. This new project Bittensor (TAO) less than 12 ... discussed outside this community. To be fair, promises are a...",

"score": 5

},

{

"title": "Bittensor or Render and why : r/bittensor_ - Reddit",

"link": "https://www.reddit.com/r/bittensor_/comments/1gxczhw/bittensor_or_render_and_why/",

"visible_link": "www.reddit.com âº bittensor_ âº comments âº bittensor_or_render_and_why",

"snippet": "Bittensor is a decentralized machine learning network for AI model training and collaboration, targeting the machine learning community.",

"score": 9

},

{

"title": "What do you guys think of Bittensor? : r/ArtificialInteligence - Reddit",

"link": "https://www.reddit.com/r/ArtificialInteligence/comments/1bm69en/what_do_you_guys_think_of_bittensor/",

"visible_link": "www.reddit.com âº ArtificialInteligence âº comments âº what_do_you_guys_...",

"snippet": "I've been toying with Bittensor's Corcel, and I must say I'm kind of impressed with the results. Judging from what I've seen, I'd say they're on par with GPT-3...",

"score": 5

},

{

"title": "The Bittensor ecosystem is expanding RAPIDLY : r/bittensor_ - Reddit",

"link": "https://www.reddit.com/r/bittensor_/comments/1gq8e4d/the_bittensor_ecosystem_is_expanding_rapidly/",

"visible_link": "www.reddit.com âº bittensor_ âº comments âº the_bittensor_ecosystem_is_ex...",

"snippet": "May I ask what use cases bitsensor has? I mainly watch projects like hedera hashgraph. But I do a lot of homework and have no loyalty to it.",

"score": 5

},

{

"title": "Arbius vs Bittensor : r/CryptoCurrency - Reddit",

"link": "https://www.reddit.com/r/CryptoCurrency/comments/1bj3yca/arbius_vs_bittensor/",

"visible_link": "www.reddit.com âº CryptoCurrency âº comments âº arbius_vs_bittensor",

"snippet": "The article compares Arbius and Bittensor, two projects aimed at decentralizing AI through blockchain technology.",

"score": 9

},

{

"title": "Exploring the Potential of Bittensor: A Decentralized Platform for AI ...",

"link": "https://www.reddit.com/r/MEXC_official/comments/11iv6bj/exploring_the_potential_of_bittensor_a/",

"visible_link": "www.reddit.com âº MEXC_official âº comments âº exploring_the_potential_...",

"snippet": "Overall, I believe that Bittensor has the potential to be a game-changer in the world of AI and machine learning. Its decentralized and...",

"score": 5

}

]

},

"miner_link_scores": {

"https://www.reddit.com/r/CryptoCurrency/comments/183a2aa/whats_all_the_fuss_with_tao_bittensor/": "MEDIUM",

"https://www.reddit.com/r/bittensor_/comments/1kr293j/tao_seems_like_one_of_the_most_promising_projects/": "MEDIUM",

"https://www.reddit.com/r/bittensor_/comments/1jpp0ci/circulating_supply_of_8_million_tokens_and/": "MEDIUM",

"https://www.reddit.com/r/CryptoMarkets/comments/18giqzo/have_i_missed_the_bittensortao_train/": "MEDIUM",

"https://www.reddit.com/r/Hedera/comments/1b23p5m/insight_into_the_markets_continued_lukewarm/": "MEDIUM",

"https://www.reddit.com/r/bittensor_/comments/1gxczhw/bittensor_or_render_and_why/": "HIGH",

"https://www.reddit.com/r/ArtificialInteligence/comments/1bm69en/what_do_you_guys_think_of_bittensor/": "MEDIUM",

"https://www.reddit.com/r/bittensor_/comments/1gq8e4d/the_bittensor_ecosystem_is_expanding_rapidly/": "MEDIUM",

"https://www.reddit.com/r/CryptoCurrency/comments/1bj3yca/arbius_vs_bittensor/": "HIGH",

"https://www.reddit.com/r/MEXC_official/comments/11iv6bj/exploring_the_potential_of_bittensor_a/": "MEDIUM",

"https://oakresearch.io/en/reports/protocols/bittensor-tao-presentation-protocol-combining-ai-blockchain": "HIGH",

"https://coins.ph/academy/what-is-bittensor-tao-everything-you-need-to-know/": "HIGH",

"https://linity.com/projects/bittensor-tao-review/description": "HIGH",

"https://medium.com/@taofinney/bittensor-tao-a-beginners-guide-eb9ee8e0d1a4": "HIGH",

"https://www.binance.com/en-IN/square/post/17805100093282": "HIGH",

"https://coinbureau.com/review/bittensor-review/": "HIGH",

"https://www.coingecko.com/learn/what-is-bittensor-tao-decentralized-ai": "HIGH",

"https://www.bitrue.com/blog/what-is-tao-bittensor-when-ai-meets-machine-learning": "HIGH",

"https://www.coingecko.com/en/coins/bittensor": "HIGH",

"https://messari.io/project/bittensor": "HIGH",

"1926729856642945505": "HIGH",

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"1926750874711265476": "HIGH",

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"1926718606538109244": "MEDIUM",

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"1926495530919547308": "MEDIUM",

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}

Response

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