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Chunking is the highest-leverage, least-discussed decision in a RAG pipeline, according to a technical analysis, because fixed-size chunk boundaries can cut critical exceptions from retrieved context, leading to incorrec…
FinOps, traditionally focused on cloud infrastructure costs, must now account for AI token spend, which behaves differently from conventional cloud costs. The author explains that token usage is metered at a granularity …
Nvidia is in talks to invest in Perplexity as part of an equity round that would value the AI search startup at more than $30 billion, according to a report by The Information. The discussions signal Nvidia's push into A…
A developer who built FarahGPT and NexusOS advocates for a cost-performance strategy when selecting LLMs for AI agents, arguing that premium models are overkill for most tasks. They introduce a Value-Per-Token (VPT) metr…
In March 2026, threat actor group TeamPCP published two backdoored versions of LiteLLM (1.82.7 and 1.82.8) to PyPI, live for roughly six hours, compromising more than 2,500 organizations and 434,000 CI/CD pipeline runs, …
At Hot Chips 2026, startup d-Matrix unveiled Raptor, claiming it is the first 3D-DRAM accelerator for generative AI inference, delivering up to 10 times the memory bandwidth and energy efficiency of HBM4-based chips. Eac…
Nous Research pitched its Hermes Agent as a control plane that users should own, arguing the durable asset is the harness rather than any single model. The MIT-licensed, self-hosted runtime, released in February 2026, le…
A new public ledger documents 27 dated Model Context Protocol (MCP) security incidents and protocol revisions from April 2025 through August 24, 2026, with 25 incidents and 2 protocol revisions. Command injection dominat…
A joint advisory from the NSA, FBI, CISA, the Department of Energy, and the EPA warns that AI-generated exploitation scripts are actively targeting energy and water infrastructure, calling it 'not a theoretical risk' but…
Long-running AI agent sessions degrade performance and pose security risks, so agents should be given a 24-hour life cycle with daily resets and ephemeral sub-agents, according to a new essay by Tomasz Tunguz. The essay …
US companies have issued nearly $1.7 trillion in bonds so far this year, up 27% from the same period a year ago, according to SIFMA data, driven by AI infrastructure buildout by hyperscalers, data-center REITs, and power…
Samsung Electronics Co. approved a record 2026 shareholder return plan worth 90 trillion to 110 trillion won ($80 billion), the largest ever by a Korean company, driven by the AI memory boom. The plan includes about 30 t…
Warren Pandiscia, a Connecticut Twitch streamer with over 900 followers, filed a class-action lawsuit on August 20 in the Northern District of California against Amazon and Twitch, alleging the companies scraped millions…
A weekly digest of technology news for August 23, 2026, highlights security and accountability issues, including Claude Code agents creating self-replicating malware and OpenAI underestimating its models' cyber capabilit…
A developer compared five open-source tools for testing LLM applications against prompt injection: promptfoo, garak, Giskard, PyRIT, and sentinel-scan-cli. The review found that promptfoo, Giskard, and sentinel-scan-cli …
Hugging Face, the AI model-sharing platform, has been exploring a sale that could value the company at $13 billion or more, according to people familiar with the matter. The startup, last valued at $4.5 billion in 2023, …
Developers seeking real-time AI troubleshooting are abandoning Reddit for Discord servers, where information flows in seconds and direct access to tool developers enables rapid debugging. A comparison in the article show…
AI Hub, a bring-your-own-key AI portal from the team behind the GDPR-focused EU search engine findnix.eu, offers a unified interface for chat, image generation, text-to-speech, and more, while never handling billing. The…
Developer dkremsa released Claude Pacer, a free macOS menu-bar tool that projects whether a user's Claude subscription usage will last until the reset, showing the projected percentage at reset for each limit window and …
Vyoman Labs released Prism Reviewer, a multi-agent AI code review system built with LangGraph and LiteLLM that splits git diffs into parallel security, design, and code-quality analyses. The tool supports Python, Java, T…