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17:00
2026-06-22
usewire.io
large-language-models

Demand paging for the AI context window

A 2026 University of British Columbia study found 21.8% structural waste across 4.45 billion tokens in LLM context windows, proposing demand paging as a solution. The researchers argue that treating the context window as…

16:32
2026-06-22
aws.amazon.com
artificial-intelligence

Embed the world: Multimodal AI for searchable aerial imagery at scale

AWS and Vexcel developed a multimodal AI system that uses embeddings, LLM captioning, and vector search to make aerial imagery searchable via natural language, eliminating the need for per-feature model training. The sys…

15:28
2026-06-22
computerworld.com
artificial-intelligence

The trillion-dollar AI hallucination

AI companies are building expensive server farms for cloud-based generative AI, but on-device AI models are emerging that could shift tasks away from the cloud. The resulting memory shortage is driving up consumer electr…

10:01
2026-06-22
news.ycombinator.com
artificial-intelligence

Value for Money Is All You Need

The AI industry's focus on token cost or quality alone is misguided, advocating instead for a 'Value For Money' philosophy that balances cost, quality, and risk. It critiques current trends like 'TokenMaxxing' and token …

05:42
2026-06-22
letsdatascience.com
artificial-intelligence

Researchers find hundreds of iOS apps leaking AI credentials

Researchers from Wake Forest University found that 282 of 444 iOS apps with large language model features leaked AI credentials or exposed backend access mechanisms, with only 28% fixing the issues after a 90-day disclos…

00:00
2026-06-22
epics.tech
ai-policy

The Outcry Grows, but the Capital Keeps Flowing

Institutional backlash against AI is mounting across public sector, media, and education, with New York City council members urging a classroom AI pause and a German newsroom caught using AI to write articles. Yet capita…

22:48
2026-06-21
dev.to
ai-agents

Most AI Agents Aren't in Production. Here's What Works.

A developer who builds agent systems reports that real autonomous-agent deployment remains in single digits across nearly all business functions, citing Stanford's 2026 AI Index. The gap between capability and deployment…

22:38
2026-06-21
github.com
ai-agents

Compass – guardrails and a hard budget cap for AI coding agents

Compass, a local-first configuration layer for AI coding agents, introduces guardrails, cost routing, and a hard budget cap to prevent runaway spending and unsafe actions. The tool enforces a dollar limit that halts sess…

21:51
2026-06-21
notes.ansonbiggs.com
ai-agents

How Subagents are Built

Subagents are critical for cost, context management, and speed in AI agent harnesses, yet implementations vary widely across labs. The author examines subagent primitives including tool handoff, one-shot subagents, and o…

20:14
2026-06-21
theatlantic.com
artificial-intelligence

AI Is Taking Over Hospitals

A study led by Harvard and Stanford researchers found that ChatGPT outperformed hundreds of physicians in diagnostic challenges, sparking concerns about AI's rapid integration into U.S. healthcare without FDA approval. D…

18:01
2026-06-21
pub.towardsai.net
large-language-models

[Day 5/100] Tool Use and Function Calling, Explained from Scratch

A developer explains that large language model function calling is actually trained, constrained text generation, not real code execution, and walks through the end-to-end cycle of tool calls in agentic AI systems.

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