Transformer models and the detection of volatility regime changes
Why attention-based architectures spot a shift in market regime sooner than older recurrent networks.
Research
Analysis from the trading floor
Regular research from the Tuveks AI desk on machine learning in markets, cryptoasset infrastructure and the UK regulatory landscape.
Latest research
The FCA cryptoasset regime: what UK retail investors need to know
From financial promotion rules to cooling-off periods, a look at how UK oversight of crypto is maturing.
Reading Bank of England minutes with natural language processing
How language models turn central-bank wording into early signals for sterling and gilts.
Bitcoin after the halving through the lens of on-chain data
Wallet flows, miner behaviour and exchange balances sketch the likely paths ahead.
Why algorithms keep their nerve in a falling market
Rule-based execution sticks to the plan when fear starts driving human decisions.
Cryptoassets and Capital Gains Tax: a UK primer
A plain-English overview of how disposals are treated and why good records matter at self-assessment time.
Reinforcement learning for smarter position sizing
How learning agents scale exposure to volatility while respecting a hard risk ceiling.
The digital pound debate and the future of UK payments
What a potential Bank of England digital currency could mean for stablecoins and settlement.
Spotting wash trading with unsupervised learning
Clustering techniques flag artificial volume before it distorts the price.
Weighing the risks in decentralised finance protocols
Headline yields come with smart-contract, liquidity and regulatory risks worth understanding first.