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Computer Science
Master's
When a public body delegates a decision to an algorithm, it does not thereby escape the obligation to justify that decision. This paper examines three competing frameworks for algorithmic accountability — procedural, outcome-based and contestability-centred — and argues that only the third adequately preserves the administrative-law principle that affected parties can demand reasons.
703 words
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3 min read
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1,200 tokens to unlock
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Economics
Undergraduate
Nudge policy promised large welfare gains from small, cheap interventions. A decade of replication work has narrowed that promise considerably. This essay reviews the evidence on default effects, framing and salience interventions, and argues that nudges work best precisely where they matter least — and that the political appeal of nudging lies in its avoidance of distributive conflict.
708 words
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3 min read
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1,200 tokens to unlock
🧬
Biology & Medicine
Master's
Antimicrobial resistance is a collective-action problem wearing the costume of a clinical one. This paper reviews the selection pressures driving resistance across human and agricultural use, evaluates the surveillance infrastructure that exists to detect it, and argues that stewardship programmes fail predictably wherever prescribing incentives are not addressed alongside them.
701 words
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3 min read
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1,200 tokens to unlock
📈
Economics
Master's
In a small open economy the exchange-rate channel often dominates the interest-rate channel, inverting the textbook ordering of monetary transmission. This paper examines that inversion using evidence from inflation-targeting economies and considers what it implies for central banks whose mandates were written with a closed-economy model in mind.
703 words
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3 min read
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1,200 tokens to unlock
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Computer Science
Master's
Transformer architectures displaced recurrent models as the dominant paradigm in neural machine translation within three years of their introduction. This paper traces that displacement, arguing that the decisive advantage was not raw accuracy but parallelisability during training, which converted translation quality into a problem of available compute. It evaluates the empirical record across high- and low-resource language pairs and considers where the architecture's assumptions still break down.
724 words
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3 min read
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1,200 tokens to unlock
📚
Literature & History
Master's
Nineteenth-century travel writing produced the imperial periphery as an object of knowledge at the same time as it claimed merely to describe it. This essay applies postcolonial critical method to a selection of Victorian travel narratives, and argues that the genre's characteristic rhetorical move — the shift from observation to generalisation — is where its ideological work is done.
715 words
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3 min read
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1,200 tokens to unlock
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Engineering
Undergraduate
High renewable penetration destabilises grids not primarily through intermittency but through the loss of rotational inertia that synchronous generators once provided. This report explains the physics of that problem, surveys the mitigation options — synthetic inertia, storage, demand response — and assesses their relative maturity.
693 words
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3 min read
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1,200 tokens to unlock
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Law & Politics
Master's
Emergency powers present constitutional systems with a structural paradox: the conditions that justify their use are the conditions under which oversight is weakest. This paper compares sunset-clause, judicial-review and legislative-ratification models of constraint, and argues that only ex ante temporal limits reliably survive the emergencies they are designed for.
697 words
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3 min read
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1,200 tokens to unlock
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Business & Management
Master's
The majority of mergers fail to deliver their projected synergies, and cultural incompatibility is the most frequently cited cause. This paper interrogates that explanation, arguing that 'culture clash' often functions as a post-hoc label for failures of integration planning that were structural and foreseeable.
702 words
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3 min read
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1,200 tokens to unlock
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Business & Management
Undergraduate
Incumbent retailers facing digital entrants have pursued three broad strategies: cost matching, experiential differentiation and channel integration. This report evaluates each against the evidence of the past decade and argues that channel integration succeeds only where it is paired with a genuine restructuring of logistics, not merely a unified storefront.
701 words
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3 min read
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1,200 tokens to unlock