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AI Future Forum to debut in Dubai alongside Blockchain Life 2026
Press Releases

AI Future Forum to debut in Dubai alongside Blockchain Life 2026

The new AI Future Forum will take place in Dubai on 1–2 December 2026, alongside Blockchain Life 2026, with founders, investors, AI projects and robotics expected.

iG Crypto News · 30 October 2026

RWA WEEK Singapore 2026 concludes after five days of tokenisation discussions
Press Releases

RWA WEEK Singapore 2026 concludes after five days of tokenisation discussions

Institutional investors, financial institutions and digital asset businesses gathered in Singapore from 5–9 October for discussions and networking focused on real-world asset tokenisation.

iG Crypto News · 30 October 2026

Ripple Nears $1bn Annualised Revenue as BNY Expands XRP Custody
AltcoinsWallets

Ripple Nears $1bn Annualised Revenue as BNY Expands XRP Custody

Ripple is approaching $1 billion in annualised revenue as BNY broadens XRP custody, bringing institutional adoption and token demand into focus.

iG Crypto News · 30 October 2026

Crypto market slides as Bitcoin falls below $77,000 and options expiry looms
ReportsMarkets

Crypto market slides as Bitcoin falls below $77,000 and options expiry looms

Digital assets declined broadly on 30 October, with Bitcoin and Ethereum losing nearly 6% as traders weighed monetary policy concerns, a major options expiry and institutional adoption developments.

iG Crypto News Research · 30 October 2026

CCE.Cash Joins Swapzone’s Crypto Exchange Comparison Platform
Press ReleasesExchanges

CCE.Cash Joins Swapzone’s Crypto Exchange Comparison Platform

CCE.Cash has partnered with cryptocurrency exchange aggregator Swapzone, adding its service to the providers available for users to explore and compare.

iG Crypto News · 30 October 2026

North Korean Hackers Linked to Record $6.3bn Binance Crypto Theft
ExchangesRegulation

North Korean Hackers Linked to Record $6.3bn Binance Crypto Theft

Binance has pledged to cover customer losses after a $6.3bn breach that blockchain analysts link to North Korea's TraderTraitor group.

iG Crypto News · 30 October 2026

Ireland Targets Gambling Payments and Crypto in First National AML Strategy
iGamingRegulation

Ireland Targets Gambling Payments and Crypto in First National AML Strategy

18 August 2026

Farage Faces Standards Probe over £5m Crypto-linked Gift
Regulation

Farage Faces Standards Probe over £5m Crypto-linked Gift

The Reform UK leader was referred to the parliamentary watchdog after acknowledging he received the money from Harborne in 2024.

Stephen Guppy · 13 May 2026

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RWA WEEK Singapore 2026 concludes after five days of tokenisation discussions
Press Releases

RWA WEEK Singapore 2026 concludes after five days of tokenisation discussions

Institutional investors, financial institutions and digital asset businesses gathered in Singapore from 5–9 October for discussions and networking focused on real-world asset tokenisation.

iG Crypto News · 30 October 2026

Ripple Nears $1bn Annualised Revenue as BNY Expands XRP Custody
AltcoinsWallets

Ripple Nears $1bn Annualised Revenue as BNY Expands XRP Custody

Ripple is approaching $1 billion in annualised revenue as BNY broadens XRP custody, bringing institutional adoption and token demand into focus.

iG Crypto News · 30 October 2026

CCE.Cash Joins Swapzone’s Crypto Exchange Comparison Platform
Press ReleasesExchanges

CCE.Cash Joins Swapzone’s Crypto Exchange Comparison Platform

CCE.Cash has partnered with cryptocurrency exchange aggregator Swapzone, adding its service to the providers available for users to explore and compare.

iG Crypto News · 30 October 2026

Bitcoin Rebounds Towards $81,000 as Nasdaq and KOSPI Rally
BitcoinMarkets

Bitcoin Rebounds Towards $81,000 as Nasdaq and KOSPI Rally

Bitcoin has moved back towards $81,000 alongside gains in the Nasdaq and KOSPI, while fears of an FOMC rate rise remain in focus.

iG Crypto News · 30 October 2026

AI Future Forum to debut in Dubai alongside Blockchain Life 2026
Press Releases

AI Future Forum to debut in Dubai alongside Blockchain Life 2026

The new AI Future Forum will take place in Dubai on 1–2 December 2026, alongside Blockchain Life 2026, with founders, investors, AI projects and robotics expected.

iG Crypto News · 30 October 2026

Bitwise lifts Bitcoin price forecast to $1.6 million by 2036
BitcoinMarkets

Bitwise lifts Bitcoin price forecast to $1.6 million by 2036

Bitwise has raised its long-term Bitcoin price prediction, citing institutional demand, limited supply and growth in the market as the basis for its outlook.

iG Crypto News · 30 October 2026

Crypto and iGaming Converge as Payments, Platforms and Prediction Markets Expand
ReportsiGaming

Crypto and iGaming Converge as Payments, Platforms and Prediction Markets Expand

Supplier partnerships, crypto payment products and prediction-market plans are bringing gambling and digital finance closer together, while compliance and promotional practices face scrutiny.

iG Crypto News Research · 30 October 2026

Crypto regulation watch: licensing gains meet security and enforcement pressure
ReportsRegulation

Crypto regulation watch: licensing gains meet security and enforcement pressure

Crypto’s regulatory picture on 30 October 2026 combines broader institutional access with unresolved legislative disputes, anti-money laundering scrutiny and persistent security risks.

iG Crypto News Research · 30 October 2026

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arXiv · 29 October 2026

Sparse Autoencoders as Implicit Diversification Regularisers for Cross-Sectional Cryptocurrency Returns

Factor models are central to asset pricing and portfolio construction, but neural factors are often difficult to interpret, and their effect on portfolio risk is unclear. A sparse autoencoder (SAE) may address both concerns by describing daily returns across many assets with only a few active features. We ask whether this sparse representation produces stable financial factors and better-diversified portfolios. We study cryptocurrency returns, use equities as a secondary test, and compare the SAE with common benchmarks in a time-ordered evaluation. We find consistently lower volatility in SAE portfolios and link this result to lower correlations among the selected assets. However, the SAE does not outperform a simple contrarian strategy on risk-adjusted return, and its factor identities are not stable across training runs. Our contribution is to show that sparse coding can support portfolio diversification, while clearly separating this risk effect from claims about alpha or stable factor identities.

arXiv · 29 October 2026

DICE: Decentralized Incentive-driven Federated Learning for Efficient & Scalable Customization of Pretrained Models in Web3

Customizing Pretrained Models (PMs) for downstream tasks demands task-specific data, which burgeoning Web3 applications provide abundantly. Blockchain-powered federated learning (BCFL) offers a secure and privacy-preserving paradigm to customize PMs among self-interested and untrusted Web3 participants. Yet, existing BCFL algorithms face severe efficiency and scalability challenges when applied to large PMs, due to their substantial computational and memory requirements and the hardware constraints of many participants. This paper introduces DICE, a novel BCFL algorithm that addresses the efficiency and scalability challenges of customizing large PMs in Web3 via two sets of synergistic techniques: (i) a dynamic progressive learning scheme and a model slice verification scheme to enable a wider range of honest participants, including those unable to deploy the full model, to engage in customizing PMs, while preserving model utility; (ii) a tree-structured committee consensus protocol and an efficiency-driven incentive scheme to address the dominant bottleneck that hinders existing BCFL algorithms from scaling to a larger number of data holders for customizing data-hungry large PMs,

arXiv · 28 October 2026

When LLM Architectures Meet Smart Contract Vulnerability Detection: a Replication Study

Smart contracts are immutable programs deployed on blockchain platforms, where vulnerabilities can translate directly into financial loss. Among the techniques proposed for their detection, recent work has relied increasingly on Large Language Models (LLMs) guided by carefully crafted prompts. However, the evidence accumulated so far rests almost entirely on the dense Transformer architecture behind the GPT line and on model snapshots already scheduled for deprecation, leaving open the question of whether the reported behaviors reflect a general property of LLMs or an artifact of that specific design. This paper presents an extended replication of the empirical study by Chen et al. on LLM-based smart contract vulnerability detection. We replicate the original protocol on GPT-4 as a baseline, followed by a differentiated replication, executing the protocol on representative models based on Mixture-of-Experts and RNN-like designs, together with an attempted preliminary evaluation of State Space Models. The exact replication confirms the findings of Chen et al., including the high-recall, low-precision detection pattern they report on GPT-4. Nevertheless, the differentiated replicatio

arXiv · 27 October 2026

Measuring Where Intent Gets Lost in Agentic Smart Contract Synthesis

AI agents can now write software from a plain-English description, but code that runs is not the same as code that does what was asked. This gap matters most for smart contracts, the programs behind Web3 applications that move money on a blockchain and cannot be fixed once deployed. We ask how to check whether an AI-written contract behaves as it should, and where the requested behavior gets lost. We design an evaluation built on execution rather than opinion. We replay the same transactions on an AI-written contract and on the original it should reproduce and measure how often they agree. We test every grading tool on planted mistakes, compare against an answer key written without the description, and audit our own scorer until known wrong answers cannot pass. Common methods, such as AI judges and standard analysis tools, miss obvious mistakes, and scoring choices matter too. Checking only the functions every system includes hid about half the difference between pipelines. We then propose an elicitation-first architecture. Before writing code, the agent asks the client a short checklist of questions, checks the contract against an independently written executable answer key, and r

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