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Reserve Depletion and Security Runway in Proof-of-Stake Systems

arXiv:2606.03587v1 Announce Type: new Abstract: Many proof-of-stake protocols finance validator rewards from two sources: transaction fees and a finite reserve of tokens. This creates a dynamic hand-off problem.

arXiv CS 7d ago

Keeping India's growth story intact: 5 lessons from Middle East conflict that should not be ignored

Led by a growing domestic demand and a favourable demographic dividend, the Indian economy and its growth story have been called fundamentally strong by economists. But short-term global economic shocks, like the ongoing Middle East conflict, have the potential to temporarily slow the growth story - a fact that cannot be ignored if India hopes to be among the top three world economies in the coming years. In its latest Economy Watch report, EY has pointed out the need for India to ‘recast...

Times of India 9d ago

Predicting Future Utility: Global Combinatorial Optimization for Task-Agnostic KV Cache Eviction

arXiv:2602.08585v2 Announce Type: replace Abstract: Given the quadratic complexity of attention, KV cache eviction is vital to accelerate model inference. Current KV cache eviction methods typically rely on instantaneous heuristic metrics, implicitly assuming that score magnitudes are consistent proxies for importance across all heads.

arXiv CS 8d ago

LPOR: A Layered Proof of Reserves Framework for Usable and Publicly Auditable Solvency Verification

arXiv:2606.08211v1 Announce Type: new Abstract: Proof of Reserves (PoR) enables centralized crypto exchanges to demonstrate that on-chain reserves are sufficient to cover customer liabilities. However, existing approaches, including Merkle-tree-based proofs and zero-knowledge PoR systems, remain difficult for everyday users to verify in practice, resulting in limited participation and weakened transparency. We introduce LPOR, a layered, usability-focused PoR framework that separates...

arXiv CS 1d ago

'Punjab focused more on...': Sachin Tendulkar explains PBKS' downfall

Punjab Kings looked unstoppable during the opening phase of IPL 2026. Under Shreyas Iyer's leadership, the franchise stormed through the first half of the season without losing a game, collecting 13 points from their opening seven matches and establishing themselves as early title favourites. However, their campaign unravelled just as quickly as it had gathered momentum.

Times of India 7d ago

Future Power Rankings: How all 68 Power 4 college football teams stack up

Projecting a college football program's future is harder than ever. Rosters and fortunes change dramatically and championship pathways are more open than ever. The assets that make a program great in 2026 might not be there in 2027.

ESPN 1d ago

How a Citizen Science Organization Aims to Preserve the Places It Brings Tourists to Study

Deep in the Peruvian Amazon, the Tamshiyacu Tahuayo Regional Conservation Area boasts enormous biodiversity—pink dolphins, rare monkeys, giant river otters, reptiles, and hundreds of birds and different types of plants. It’s also one of the most prominent examples of a government recognizing that environmental conservation doesn’t require keeping people out. That instead, it’s possible for humans to coexist with nature and help protect it.

Wired 4d ago

Is anyone here interested in contributing to this OS?

A clean-slate x86_64 microkernel operating system built from scratch. No POSIX baggage, no legacy Unix assumptions. The kernel stays minimal: scheduling, memory management, IPC ports, and hardware abstraction.

Hacker News 4d ago

Can Hawaii wean itself off oil imports?

Can Hawaii wean itself off oil imports? June 4, 2026A chain of islands in the middle of the Pacific Ocean without domestic oil or gas reserves, the 50th US state has long relied on imported fossil fuels to power its economy. Foreign petroleum fuels much of the energy grid, and the sea and air transport that Hawaii relies on to move people and goods — and to deliver the near 10 million annual tourists to its shores.

Deutsche Welle 6d ago

Remote work blamed for rise in unemployment rate for recent college grads

Remote work blamed for rise in unemployment rate for recent college grads These findings align with the current ‘low-hire, low-fire’ state of the job market - Bookmark The surge in remote work since the pandemic has made businesses less inclined to hire young, inexperienced staff, emerging as the primary factor behind elevated unemployment rates for recent college graduates, a new study has revealed. Published Monday by the Federal Reserve Bank of New York, the research compared occupations...

The Independent World 8d ago