When the Model Is Confident and Wrong: A Practitioner Guide to LLM Output Reliability

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.
theregister

CISA flags data-theft bug in NSA-built OT networking tool

The Cybersecurity and Infrastructure Security Agency (CISA) is warning anyone who uses GrassMarlin, a tool developed by the National Security Agency (NSA), about a new vulnerability that attackers can ...
GitHub

8v is one binary that reads, writes, searches, checks, builds, tests, and formats code, using fewer input and output tokens than the agent's native tools.

Today, 8v supports Claude Code. More agents next. Rust, TypeScript, JavaScript, Python, Go, Deno, .NET, Ruby, Java, Kotlin, Swift, Terraform, Dockerfile, Helm ...
TheServerSide

Format output with Java printf

Community driven content discussing all aspects of software development from DevOps to design patterns. The Java printf function helps simplify the task of printing formatted output to the console, ...
LinkedIn

Java Import Certificate for TLS Connection Failed with "Input not an X.509 certificate"

After you have created a keystore containing the Private key along with the corresponding CSR, you will need to import your issued SSL certificate into the keystore under the main keystore alias. Each ...
GitHub

Java/Android library for input/output of Embroidery file types.

Everything is a honest transcription of pyembroidery ( https://github.com/EmbroidePy/pyembroidery) and uses the same scheme internally, so most of the functionality ...
Nature

Reliable detection of somatic mutations in solid tissues by laser-capture microdissection and low-input DNA sequencing

Somatic mutations accumulate in healthy tissues as we age, giving rise to cancer and potentially contributing to ageing. To study somatic mutations in non-neoplastic tissues, we developed a series of ...