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Agents2026-07-18 · source-backed
JumpCloud's Q3 2026 report finds 6+ in 10 orgs running agents in production while full autonomy with no human review climbed from 11% to 26%. Self-reported AI deployment maturity fell from 40% to 23%. Non-human identities outnumber human users in 83% of organizations and only 21% have adopted any NHI governance. Governance isn't lagging here. It's moving backward while deployment accelerates.
Each link below shares sources, entities, or timing with this story.
Farid Zakaria's Self-Executing Linux Format uses binfmt_misc to hand the file to an interpreter that maps rows from a segments table and jumps to the entry point, with the program reading its own file via argv[0]. Symbols, relocations and application data all live in tables in...
He set the 4-byte SQLite application ID at offset 68 to "SELF", decomposed an ELF binary's components into rows across a custom schema, and registered a binfmt_misc handler that hands the file to a self-exec interpreter which queries the tables and runs the program. One file,...
Jina Yoon's July 27 piece rejects the premise that agent trustworthiness tracks model quality: "the real answer has nothing to do with the model, and everything to do with the task." She grids delegation on two axes, is the work easy to verify and are mistakes cheap to reverse...
The same man whose framework a model regression destroyed also published the most aggressive prediction of the week, and the tension between those two facts is the whole argument. "The Shape of Things to Come, Part 1: The Continuous Thunderdome" argues traditional CI/CD collap...
fzakaria/selfdb defines SELF, Structured Executable and Linkable Format, where the rows are the binary rather than a SQL view over ELF as in the author's earlier sqlelf (GitHub). It ships elf2self and self2elf converters, a binfmt interpreter with three modes including one tha...
An ArXiv study analyzing Claude Code's design space found something that should make every "auto-generate your context files" workflow uncomfortable. Human-curated CLAUDE.md files improved task success rates by roughly 4 percentage points. LLM-generated CLAUDE.md files reduced...
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