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June 5, 2023
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News for Crypto World – AllCrypto.biz portal, your one-stop destination for the latest news, analysis, and insights from the world of cryptocurrency.

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Popular News

1

Bitcoin wicks down to $26.5K, but trader eyes chance for ‘bullish surprise’

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2

Bitcoin reclaims $28K, and charts suggest ARB, XRP, EOS and AAVE could follow

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3

Bitcoin erodes 4% gains as BTC price downside targets stretch to $23K

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4

Last BTC price dip before a $30K breakout? Bitcoin wipes weekend gains

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5

Mining difficulty passes 50 trillion — 5 things to know in Bitcoin this week

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6

Bitcoin played second fiddle as KAVA, XRP, TRX, RPL and RNDR led the crypto market in May

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7

Bitcoin price rejects at $28K as analysts eye CME futures gap dip

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8

Synthetix (SNX) trading volume overtakes GMX, but is the DEX token rally sustainable?

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9

Bitcoin nears $27K despite ‘hot’ PCE data sparking June rate hike bets

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10

Bitcoin ‘buys the rumor’ on US debt ceiling as BTC price nears $27.5K

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11

2 more rate hikes? Bitcoin analyst counts down to ‘huge’ volatility

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12

Bitcoin dips 5% to key support in ‘moment of truth’ for crypto market

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13

Ethereum is ‘woefully undervalued’ but growing more powerful: DeFi Dad, Hall of Flame

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14

Longing for liquidity — 5 things to know in Bitcoin this week

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15

These 4 altcoins could be ready for an up-move if Bitcoin rallies above $27,500

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16

$160K at next halving? Model counts down to new Bitcoin all-time high

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17

Bitcoin price capitulation below $26K possible as Friday’s BTC options expiry looms

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18

Bitcoin flips volatile at $27K as Fed’s Powell teases end to rate hikes

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19

Ordinals turned Bitcoin into a worse version of Ethereum: Can we fix it?

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20

How much is Bitcoin worth today?

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21

Sink or swim at $27K? 5 things to know in Bitcoin this week

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22

Bitcoin price retests key support as Fed rate hike fears steal $27K

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23

‘One of the greatest’ Bitcoin metrics says BTC price bull run is here

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24

Bitcoin offers ‘good signs’ as analysts retain $40K BTC price target

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25

3 reasons why Ethereum price could struggle at the $1.9K level

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26

BTC price bounces at $25.8K lows amid warning over low whale interest

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27

Bitcoin price hits $27.2K, but new analysis warns more losses ‘likely’

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28

‘Don’t short when it’s dark green’ — How to trade the 2024 Bitcoin halving

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29

The Ethereum Foundation just sold $30M in Ether — But will ETH price fall this time?

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30

Coinbase screws up, Florida bans CBDCs, and Ordinals face controversy: Hodler’s Digest, May 7-13

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31

BTC price risks $27K loss as Bitcoin trend lines brew ‘bullish cross’

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32

Bitcoin bears need BTC price to go below $27K ahead of Friday's $900M options expiry

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33

Ethereum derivatives flirting with bearishness: Mind the $1,820 support

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34

Alameda’s $38B IRS bill, Do Kwon kicked in the assets, Milady frenzy: Asia Express

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35

Joe Lubin: The truth about ETH founders split and ‘Crypto Google’

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36

Does Bitcoin price risk losing $28K with BTC futures premium at 2-month lows?

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37

3 signs PEPE token is about to trap bulls after 2,000% price rally

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38

Bitcoin miners have earned $50B from BTC block rewards, fees since 2010

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39

Bitcoin eyes liquidity above $30K as gold hits new all-time high

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40

Bitcoin trader eyes $63K BTC price for new Bollinger Bands ‘breakout’

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41

Ethereum price outlook weakens, but ETH derivatives suggest $1.6K is unlikely

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42

Bitcoin limps into FOMC as flagging volume adds to BTC price hurdles

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43

Bitcoin drops with stocks as analyst warns of banking crisis ‘endgame’

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44

BTC price may need a $24.4K dip as Bitcoin speculators stay in profit

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45

Bitcoin sell-off next? Binance BTC balance shoots up $1.5B in 1 month

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46

Bitcoin miners earned $50B from BTC block rewards, fees since 2010

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47

Will $28K Bitcoin price hold? Two indicators remain solid despite 5% pullback

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48

China’s wave of ChatGPT rivals, Alibaba goes multichain: Asia Express

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49

‘Good luck bears’ — Bitcoin traders closely watch April close with BTC price at $29K

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50

Shirtless shitposting and hunting SBF on the meme streets: Gabriel Haines, Hall of Flame

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51

Got liquidated with Bitcoin futures? Get 3.5x leverage using this options strategy

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52

Bitcoin ignores US jobs data as BTC price dip puts $28K support at risk

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53

Whatever happened to EOS? Community shoots for unlikely comeback

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54

Dogecoin soared 23,000% in 2021 — Is history starting to repeat for DOGE price?

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55

Bitcoin price struggles to hold above $30K amid regulatory uncertainty

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56

Ether price struggles to maintain support as regulatory challenges and network issues weigh

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57

Bitcoin price can ‘easily’ hit $20K in next 4 months — Philip Swift

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58

Bitcoin price holding $27K could open buying opportunities in BNB, ADA, XMR and TON

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59

Ethereum price lower highs vs. Bitcoin hint at more downside in April

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60

Dogecoin price limps below a key support after Dogeday turns into a sell-the-news event

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61

BTC price dives 3% in minutes as ‘deep correction’ grips crypto market

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62

Bitcoin at key point with BTC price at $28.8K — Bollinger Bands creator

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63

From SNL and The Tonight Show to Sotheby’s:  NFT Creator Bryan Brinkman

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64

Bitcoin on-chain data highlights the steps BTC is taking to exit the bear market

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65

Ethereum on-chain data forecasts the withdrawal of 1.4M ETH over the next few days

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66

Bitcoin price spikes above $31K as Ethereum gains spark ‘altseason’ calls

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67

Can Ethereum crack $2K? ETH price inches closer despite new unlocked supply

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68

What Bitcoin bear market? BTC price closely copying old halving cycles

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69

Ronin (RON) bags a 500% gain as the gaming-focused project approaches a major upgrade

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70

3 signs Arbitrum price is poised for a new record high in Q2

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71

Bitcoin derivatives data shows bulls positioning for further BTC price upside

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72

Bitcoin glory on Chinese TikTok, 30M mainland users, Justin Sun saga: Asia Express

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73

BTC price targets see $33K next as Bitcoin eyes key resistance flip

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74

Ethereum price metrics hint that ETH might not sell-off after the Shapella hard fork

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75

Bitcoin price sets up for an explosive move as ADA, XLM, AAVE and CFX turn bullish

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76

‘Pop or drop?’ Bitcoin analysts decide if BTC price will beat $30K

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77

Bitcoin whales push ‘choreographed’ BTC price as Ether nears $2K

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78

NFT Creator, The Sarah Show: Analog childhood meets dizzying digital future

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79

Bitcoin rests at $28K as US jobs data boosts new Fed rate hike bets

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80

BTC white paper hidden on macOS, Binance loses AUS license and DOGE news: Hodler’s Digest, April 2-8

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81

XRP price eyes 30% upside after key resistance area breaks

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82

3 key Ethereum price metrics cast doubt on the strength of ETH’s recent rally

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83

Bitcoin traders expect ‘big move’ next as BTC price flatlines at $28K

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84

Bitcoin ‘faces headwinds’ as US money supply drops most since 1950s

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85

Ethereum price turns bullish ahead of next week’s Shanghai and Capella upgrades

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86

Arbitrum FUD spooks the market, but on-chain data shows whales accumulating ARB

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87

Zhu Su’s exchange did $13.64 in volume akshually, Huobi in crisis: Asia Express

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88

Crypto security audits and bug bounties are broken: Here’s how to fix them

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89

Trader Joe joins top 5 DEX list as Liquidity Book model thrives on Arbitrum

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90

Crypto market momentum stalls as traders await the results of recent regulatory actions

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91

Bitcoin price turns $28K to support, opening the door for ETH, MATIC, HBAR and EOS to breakout

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92

Binance-CFTC FUD puts BNB price at risk of dropping toward $200

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93

XRP price: 'sell the news' moment nears after crypto-leading 20% weekly gain

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94

XRP price tags 10-month high — Can a 35% pullback be avoided?

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95

Solana overcomes FTX fiasco — SOL price gains 100% in Q1

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96

Why did 12K Bitcoin margin longs close at Bitfinex, and why didn’t it impact BTC price?

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97

Analysts debate the ETH price outcomes of Ethereum’s upcoming Shapella upgrade

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98

Bitcoin price holds its ground in the wake of CFTC case against Binance

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99

Bitcoin spikes above $29K as ‘fakeout’ fuels BTC price strength doubts

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100

ARB price to $2? Ethereum L2 rival Arbitrum will double in April, fractal suggests

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101

Elon Musk slams ‘heavy-handed’ Fed as ex-BitMEX CEO sees $1M BTC price

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102

Crypto market rally stalls at the $1.2T level, but bulls are getting positioned

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103

Bitcoin price will hit this key level before $30K, survey says

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104

Why is Cardano price up today?

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105

Bitcoin erases Fed losses as traders eye $40K BTC price target

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106

Bitcoin is 1 week away from 'confirming' new bull market — analyst

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107

Bitcoin liquidations vanish as trader hopes $30K will hit before dip

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108

Ethereum faces 6-month lows versus Bitcoin — Will ETH price rebound?

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109

Arbitrum’s ARB token signifies the start of airdrop season — Here are 5 to look out for

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110

Bitcoin bulls remain bullish, but macro and crypto-specific hurdles have BTC pinned below $30K

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111

Ethereum price at $1.4K was a bargain, and a rally toward $2K looks like the next step

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112

Bitcoin rejects at $25K as US PPI data meets Credit Suisse meltdown

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113

Speculators flock to Arbitrum IOU tokens ahead of this week’s ARB airdrop

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114

Investors shelter in short-term Treasurys, reducing Bitcoin’s chance of rallying to $30K

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115

Will the Fed stop rate hikes? 5 things to know in Bitcoin this week

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116

Bitcoin levels to watch as BTC price eyes highest weekly close in 9 months

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117

Bitcoin price hits $27K in new 9-month high as Fed injects $300B

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118

Bitcoin market cap grows 60% in 2023 as top Wall Street banks lose $100B

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119

Ethereum price reaches lowest level relative to Bitcoin in 5 months

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120

Bitcoin dominance nears 50% as research hails ‘bullish’ narrative flip

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121

4 signs the Bitcoin price rally could top out at $26K for now

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122

Lark Davis on fighting social media storms, and why he’s an ETH bull: Hall of Flame

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123

Why is Ethereum (ETH) price down today?

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124

US bank bloodbath: Bitcoin hits $23.7K as BTC price analyst calls SVB dip ‘bear trap’

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125

Dogecoin hits 4-month lows vs. Bitcoin — 50% DOGE price rebound now in play

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126

Bitcoin price spikes to ‘$26K’ in USDC terms — How high can the BTC short squeeze go?

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127

Fed starts ‘stealth QE’ — 5 things to know in Bitcoin this week

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128

Why is XRP price up today?

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129

Why is Ethereum (ETH) price up today?

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130

Bitcoin battles $20K as trader calls bank chaos ‘2008 all over again’

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131

Cathie Wood’s ARK ignores Silvergate, buys Coinbase stock for 6th straight month

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132

Ethereum price action and derivatives data confirm bears are currently in control

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133

$920B is the number to watch now that crypto’s trillion-dollar total market cap is gone

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134

Warning sign for ETH price? Ethereum volume profile is down 90% since March 2020

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135

Bitcoin keeps liquidating longs as BTC price action gives up $22K support

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136

Bitcoin price levels to watch as trader says ‘lights out’ below $21.6K

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137

Bitcoin price would retest $25K without Silvergate saga — analysis

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138

Bitcoin price faces ‘last stand’ as weekly close threatens $22K retest

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139

Ethereum eyes 25% correction in March, but ETH price bulls have a silver lining

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140

Bitcoin price stumbles amid investors’ aversion to risk assets, but there is a silver lining

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141

Ethereum price resistance at $1,750 could reflect traders’ anxiety over the Shanghai upgrade

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142

Fears over Silvergate, $8B hole at FTX, senators seek Binance’s numbers: Hodler’s Digest, Feb. 26 – March 4

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143

$3M OKX airdrop, 1-hour due diligence on 3AC, Binance AI — Asia Express

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144

Bitcoin’s least volatile month ever? BTC price ends February up 0.03%

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145

Bitcoin on-chain data highlights key similarities between the 2019 and 2023 BTC price rally

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146

Bitcoin ‘millionaires’ increased 140% as BTC price crossed $20K — data

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147

Here’s why STX, CFX, SSV, AGIX and GRT are the top performing assets in February

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148

Bitcoin may only need 4 weeks to hit $30K as key monthly close looms

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149

SBF’s new charges, Shapella’s fork date and emojis as financial advice: Hodler’s Digest, Feb. 19-25

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150

THETA, LIDO, KLAY and EGLD flash bullish signs as Bitcoin recaptures $23K

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151

Bitcoin price eyes $24K retest as US dollar dives into monthly close

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152

BTC whale population shrinks to early 2020 levels — 5 things to know in Bitcoin this week

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153

How Fantom and Optimism’s DeFi and DApp development directly affects FTM and OP price action

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154

Bitcoin price tumbles to 10-day lows as ‘Notorious B.I.D.’ keeps support at $22.5K

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155

Bitcoin price stays under $24K as PCE data helps US dollar to near 7-week highs

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156

Bitcoin regains $25K amid hope record China easing will boost BTC price

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157

Why is Bitcoin price down today?

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158

Ethereum derivatives data suggests $1,700 might not remain a resistance level for long

  • Markets
159

Bitcoin sees fresh $25K rejection as pre-Wall Street volatility returns

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160

'Stupid money' Ether investor loses over $2M in six months — 3 lessons to learn

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161

Bitcoin price continues to fall, but derivatives data hints at a short-term rally to $25K

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162

Bitcoin bears attempt to pin BTC price under $23K ahead of this month’s options expiry

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163

A ‘snap back’ to $20K? 5 things to know in Bitcoin this week

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164

Bitcoin must leverage $1T central bank liquidity to beat sellers — Research

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165

Bitcoin can hit $40K before BTC price sees ‘harsh correction’ — Analyst

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166

Bitcoin Lightning Network growth is organic, coming from real-world adoption

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167

Bitcoin bulls aim to hold this week’s BTC gains leading into Friday’s $675M options expiry

  • Markets
168

Bitcoin metric prints ‘mother of all BTC bullish signals’ for 4th time ever

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169

China’s only public blockchain, Conflux, sees CFX price skyrocket 1,300% in 2023

  • Markets
170

Polygon ecosystem development and upcoming zkEVM launch add to MATIC’s bullish momentum

  • Markets
171

BTC price cools on latest US data as Bitcoin liquidates $80M in shorts

  • Markets
172

Bitcoin levels to watch as BTC price rejects at key $25K trendline

  • Markets
173

First weekly death cross ever — 5 things to know in Bitcoin this week

  • Markets
174

Bitcoin eyeing ‘next big move’ which could see $19K retest — analyst

  • Markets
175

ApeCoin leads in NFT and metaverse market share, but are APE’s hefty staking rewards sustainable?

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176

Bitcoin flirts with bid liquidity as BTC price nears new 3-week lows

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177

Ethereum price prints ‘death cross’ after losing 13% versus Bitcoin from 2023 peak

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178

Bitcoin price derivatives look a bit overheated, but data suggests bears are outnumbered

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179

Bitcoin price rally to $25K followed by total crypto market cap retest of the $1.13T resistance

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180

NFT marketplace tokens soar in 2023, and Blurs recent airdrop may extend the trend

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181

Bitcoin price targets range from $19K to $25K as CPI day dawns

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182

Bitcoin bulls aim to hold this weeks BTC gains leading into Fridays $675M options expiry

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183

Tether market cap nears $70B as SEC crypto crackdown hurts stablecoin rivals

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184

MATIC, HBAR, LDO and BIT gather strength as Bitcoin price rebounds

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185

Bitcoiner Simon Dixon on bankruptcies and Elon Musk: Hall of Flame

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186

3 reasons why Binances BNB token risks sliding further by March

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187

Ethereum on-chain data suggests ETH sell pressure could be a non-event after the Shanghai upgrade

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188

SEC enforcement action creates a silver lining for GMX, Lido (LDO) and Maker (MKR) price

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189

Ethereums $1.5K support weakens as ETH traders turn slightly bearish

  • Markets
190

Bitcoin price eyes $22K rebound with BTC market structure not yet broken

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191

Bitcoin price clings to $22K as investors digest the recent SEC actions and CPI report

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192

Why is Bitcoin price up today?

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193

Krakens staking down, FTX post-bankruptcy hell and Binance news: Hodlers Digest, Feb. 5-11

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  • Crypto

All rise for the robot judge: AI and blockchain could transform the courtroom

3 months ago3 months ago30 mins

Earlier this year, Joshua Browder, CEO of AI startup DoNotPay, attempted to bring a robot lawyer into a California courtroom, despite almost certainly knowing that it was illegal in almost all 50 states to bring automated assistance like this into a courtroom.

DoNotPay bills itself as the “world’s first robot lawyer” whose goal is to “level the playing field and make legal information and self-help accessible to everyone.” It helps to serve society’s lower-income segment to lower medical bills, appeal bank fees, and dispute credit reports. It claims to have helped more than 160,000 people successfully contest parking tickets in London and New York.

It was denied entry to the California courthouse, however, because “under current rules in every state except Utah, nobody except a bar-licensed lawyer is allowed to give any kind of legal help,” Gillian Hadfield, professor of law and director of the Schwartz Reisman Institute for Technology and Society at the University of Toronto, tells Magazine.

Still, in the age of ChatGPT and other stunning artificial intelligence devices, Browder’s attempt could be a foretaste of the future.

“The DoNotPay effort is a sign of what is to come,” Andrew Perlman, dean and professor of law at Suffolk University Law School, tells Magazine. “Certain legal services, including many routine legal matters, can and will be delivered through automated tools. In fact, it is already happening at the consumer level in numerous ways, such as via LegalZoom.”

Such help is urgently needed in the view of many. In the U.S., low-income Americans “do not receive any or enough legal help for 92% of their civil legal problems,” according to a Legal Services Corporation study (2022). Almost half surveyed don’t seek help because of high legal costs, and more than half (53%) “doubt their ability to find a lawyer they could afford if they needed one,” according to the LSC survey.

“This access-to-justice gap is a serious problem, and automated tools can be an important part of the solution,” comments Perlman. 

Can AI democratize legal services?

It may only be a matter of time before AI reaches the courtroom. If so, it could help to wring human bias out of the legal system. “In a legal setting, AI will usher in a new, fairer form of digital justice whereby human emotion, bias and error will become a thing of the past,” says British AI expert Terence Mauri, author and founder of the Hack Future Lab. 

Will it advance the day when legal services are truly democratized? “Absolutely,” says Hadfield. “This is the most exciting thing about AI now.” Not only can it reduce the cost of legal services in the corporate sector — “and I think that’s coming — “but the huge payoff will be in addressing the complete crisis we face in access to justice.”

But more work may still be needed before AI becomes common in the courthouse. The law does not have much tolerance for technical errors. The stakes are simply too high. “I’ve used ChatGPT, and it often summarizes the law correctly. But sometimes, it makes mistakes,” John McGinnis, a law professor at Northwestern University told USA Today. “And (that’s) not a surprise. It’ll get better. But at the moment, I think going into the courtroom was something of a bridge too far.”

Hadfield herself has been working in Utah and elsewhere to establish regimes for licensing providers other than lawyers to provide some legal services. Consumer access to legal services is necessary for the interests of fairness and is increasingly doable, given the rapid evolution of technology. As Hadfield explains to Magazine:

“I don’t think a fully unregulated/unvetted DoNotPay should be out there, but there should be an easy way to license it against the standard: ‘Does this make the user better off than they are now?’”

Most people engaging with the law today — including the people DoNotPay is aiming to help — “get zero legal assistance, so that bar may not be high,” adds Hadfield. 

A global need

AI’s promise of delivering accessible, reasonably priced legal services could soon gain traction beyond the United States, too. Indeed, AI-driven solutions may be even more welcome in the developing world. A Boston Consulting Group study on “The Use of AI in Government,” for example, found that people in less developed economies “where perceived levels of corruption are higher also tended to be more supportive of the use of AI.” Those surveyed in India, China and Indonesia indicated the strongest support for government applications of AI, while those in Switzerland, Estonia and Austria offered the weakest support.

People are more positive about AI if they already trust their government. Source: Boston Consulting Group

“Basic services such as drafting wills or simple contracts, or challenging government decisions, should not require the services of a lawyer,” Simon Chesterman, a David Marshall professor and vice provost at the National University of Singapore, tells Magazine, acknowledging that “the emergence of chatbot lawyers offers some short-term gains in terms of access to justice.” 

More sophisticated legal questions will continue to require human lawyers and judges for the foreseeable future, however, Chesterman adds. Indeed, the BCG survey found that the majority of those surveyed globally “did not support AI for sensitive decisions associated with the justice system, such as parole board and sentencing recommendations.”

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A role for blockchain?

Is there a place for blockchain technology when it comes to bringing legal services to the under-served — perhaps working in tandem with artificial intelligence? Some think so. A legal system is built on a foundation of trust. People must believe that decisions are made in accordance with principles of fairness. This is where black-box AI solutions like ChatGPT can come up short. One can’t easily see how decisions are being made. 

Public blockchains, by contrast, are famously transparent. They provide a clear, tamper-free ledger of transactions or interactions from a project’s beginning. “It is evident that the deployment of digital technologies, such as blockchain, is key to the development of AI,” writes Antonio Merchán Murillo, a professor at Spain’s Pablo Olavide University. 

Blockchain’s strengths — transparency, traceability, decentralization and authentication — can complement AI, whose opaque algorithms can often confound. “Blockchain has the mission of generating trust, transparency, and acting as a mediator,” explains Murillo, and it can enable AI projects “to act and connect with each other” as well as provide “valuable information about origin and history.” 

Smart contracts in particular could play a role in an evolving legal system. “In the near future, many commercial contracts will be written as smart contracts,” Joseph Raczynski, a futurist and technology consultant, tells Magazine. Both technologies will be transformative for the law, he says:

“Unquestionably, the legal industry is primed to be significantly impacted by both AI and blockchain in the not-too-distant future.” 

Smart contracts are really just snippets of computer code, however, so it bears asking: Are they enforceable? Perhaps. It depends on the jurisdiction. In the U.S., “smart contracts are a type of contract, and therefore they’re enforced like all contracts in state and federal court systems,” attorney Isaac Marcushamer told LegalZoom. One drawback is that smart contracts can’t easily be changed, and at present, they are used mainly for simple transactions. As the technology evolves, however, many think they will perform more complex tasks. 

Recent years have seen a proliferation of decentralized justice systems. Prominent among them is Kleros, “a decentralized blockchain-based arbitration solution that relies on smart contracts and crowdsourced jurors,” according to a recent law journal article. Kleros is mainly used in business contract disputes — e.g., “car insurer did not pay for the repair” or “the airline did not reimburse the canceled flight.” When a dispute arises, “Kleros selects a panel of jurors and sends back a decision.” According to Kleros’ white paper, it relies on “game theoretic incentives to have jurors rule cases correctly.”

Importantly, Kleros doesn’t charge user fees. It makes money indirectly through the appreciation of its PNK tokens that are needed to access the platform. In this way, its “decentralized sheriff contributes to the public good by filling a regulatory hole with respect to the crypto market,” according to the law journal article. The platform faces major obstacles before it can go mainstream, however, among them finding regulatory acceptance, the authors add.

A risk-averse industry

Overall, legal systems will not be disrupted immediately. “Despite the fact that AI has hit an inflection point recently, it’s unlikely that we will see AI assistance directly interacting in the next year,” predicts Raczynski. “However, in the next two or three years, I think it is highly possible select jurisdictions will test it.”

The reason is that lawyers and the legal industry generally tend to be “extraordinarily risk averse,” Raczynski adds. “The idea that AI will act as a lawyer in the courtroom imminently is doubtful.”

Michael Livermore, a professor at the University of Virginia’s School of Law, stated last year that a computer-written legal opinion is at least 10 years away. Asked if more recent advances in natural language processing (NLP) and other forms of AI had changed his timetable, Livermore tells Magazine:

“There is no doubt that current NLP is quite impressive, and it’s easy to foresee a tool coming online soon that could write a pseudo-legal opinion — i.e., a document that’s written in the style of a legal opinion. But writing a convincing and sustained argument, that is grounded in a reasonable interpretation of existing law — I think we’ll still have to wait a few years for that.”

It is hard to predict how “the involvement of robot lawyers may shape the dynamics of trial hearings and other judicial proceedings,” Zhiyu Li, an assistant professor in law and policy at Durham University, tells Magazine, “for example, whether and how litigants can communicate with their robot lawyers during the trial.” 

Also, what if robot lawyers are suddenly sidelined by technical difficulties? More procedural rules may be needed to ensure the rights of litigants assisted by machines during proceedings, says Li. “For the time being, I have reservations about AI’s readiness to function like a human lawyer in trials,” she adds.

“Lives are at stake”

Another concern: Do the developers of legal bots have sufficient knowledge and experience of the law? Is the data that they are using to “train” their algorithms relevant and up to date? Will they inadvertently omit data that “could cause key evidence or elements to be filtered out or overlooked by a robot judge or AI software?” asks Li. “The decision-making of criminal cases deserves so much attention because oftentimes criminal defendants’ freedom and even their lives are at stake.”

Others draw a line between lawyers using AI to conduct research and robo-judges rendering decisions in criminal cases. Replacing human judges entails a serious raising of the AI ante. 

“There is something critical about being judged by another human,” says Hadfield. “On the other hand, vast numbers of people [already] get no or very little human judgement in their cases — think small claims courts where 50 cases can be decided in a day.”

Human judges supported by technology could represent a sensible middle ground. AI algorithms could be used to ensure bias (racial, gender, age, etc.) isn’t occurring. This could “reassure everyone that they are getting fair, neutral, accurate and unbiased judgement,” says Hadfield. 

Using AI to strategize

AI will play a significant role in the preparation work that litigators engage in behind the scenes today “in their research and, increasingly, strategy,” says Raczynski. “Legal outcomes can now be empirically weighed via prediction models using similar, previously litigated cases, and their docket information by judge and jurisdiction.” Judges exhibit patterns that can be revealed by machine learning algorithms, and attorneys may increasingly use AI to discern those patterns. 

Does all this portend an upending of the world’s legal systems? Are lawyers an endangered species?

“As basic legal services are outsourced to machines, the demand for junior lawyers will diminish,” said Chesterman. “That raises the question of how we will find the next generation of senior lawyers if they can’t cut their teeth as juniors.” Moreover, in many jurisdictions, this is leading to a broadening of the scope of work for lawyers — as well as the emergence of allied legal professionals — to support the industry, he adds.

AI search, workflow and automation tools combined with NLP and natural language generation models “will vastly reduce the need for routine lawyerly work,” says Raczynski, while in litigation, “it is conceivable that a Kleros — decentralized alternative dispute resolution system — could be a model to resolve conflict rather than leveraging the courts.”

“I think we are about to see major disruption in our legal systems,” adds Hadfield. 

Still, “even with significant automation, lawyers will play an essential role in society and the delivery of legal services,” predicts Perlman. “AI does not mean the end of lawyers, but it might mean the end of legal services as we know it.”

“Large law firms will survive by handling highly complex issues,” says Raczynski. Small and medium-sized firms may not fare so well. “Across the industry, it’s the cookie-cutter work that most firms do now that will implode.”

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AI for capital cases

But surely not all legal decisions can be entrusted to algorithms? What about capital cases where an individual is charged with first-degree murder? Can one really depend on an algorithm when a human life is on the line?

“In the early phases of any technology, especially in the legal industry, mistakes are not acceptable,” Raczynski tells Magazine. Still, “I firmly believe, in 15–20 years, we will trust algorithms to adjudicate the most complex legal cases.” At that time, many more contracts will rely on code and increasingly become more universal. Code will be more trustworthy, defined and clear.

The digital database of legal cases that permit algorithms to “learn” will also be vast, Raczynski adds. “At the very least, these algorithms will be a sort of augmented intelligence for judges to help them make a decision.” 

Thus, the legal community will probably begin by applying AI to less significant use cases, such as contesting parking tickets. More consequential AI-aided cases will come later, probably after some kind of track record has been established. 

And all this still doesn’t mean that all legal services should be delivered in an automated way, either — as with the aforementioned capital cases. “We will need to harness these new tools in ways that give the public greater access to legal services while ensuring appropriate protections for the legal system and society,” says Perlman.

One will also need to remember “that law is a social and political process, not just a set of fancy calculations,” adds Livermore. 

Are blockchain-based legal agreements coming?

Smart contracts hosted on blockchains might in the future streamline traditional lawyers’ work product, reducing billing hours. Futurist Joseph Raczynski illustrates for Magazine how a smart contract with its conditional — i.e., if/then — statements can be used to create a trust for estate planning. 

This (fictitious) trust stipulates the transfer of an estate’s assets upon certain conditions: First, both parents must be dead. Second, the two children — the beneficiaries — must be married in order for them to split the estate equally. “If one child is married and the other is not, the child that is married gets the entire estate,” Raczynski explains.

The trust is written as a smart contract saved on a blockchain with code that identifies parameters that are contingencies or possibly subject to change. “Saved as a smart contract on a blockchain, it is now in an immutable state but has actionable items embedded in it. The only people that have access to this document are the attorney that drew it up and her client.”

smart contract
Source: Joseph Raczynski

The smart contract is checked regularly by a trusted source — i.e., an “oracle” — to determine if both parents are still alive, explains Raczynski. “One day, the computer identifies that the parents have passed.” It now has to determine the marital status of both children:

“Through another API computer call to that oracle, it finds out that one child is married, and the other child is not, and subsequently sends 100% of the liquid assets to the kid that is married – into their digital wallet,” continues Raczynski. “This is a self-executing smart contract on a blockchain where, in the future state, no human (lawyer) intervention is needed.”

The importance of oracles 

It should be noted that the effectiveness of the above scenario assumes the availability and accuracy of blockchain “oracles” to determine the “aliveness” of the parents and the “marital status” of the children. This could be problematic in the real world. Not all deaths may be recorded electronically in some jurisdictions. Fragmentation could be a problem. In the U.S., for example, the 50 states manage their own death registration systems. 

In other words, in this scenario, as in so many others, one may have to wait for real-life blockchain oracles to “catch up” before blockchain-based legal agreements can be fully realized.

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Andrew Singer Cointelegraph Magazine

Andrew Singer

Andrew Singer has been a regular contributor to Cointelegraph since October 2019. He has been a professional business writer and editor for more than 30 years, including 25 years as founder and editor-in-chief of Ethikos: The Journal of Practical Business Ethics, which still publishes. In 2017 he obtained a Master’s degree in statistics from Columbia University — which spurred his interest in AI, machine learning, and blockchain technology. He currently lives in Peekskill, New York and likes to hike in the Hudson Highlands.

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