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What is SSML and Why It Matters for Voice AI When you’re building an app that talks back to users—whether it’s a navigation assistant, a language learning bot, or a voice‑controlled game—the quality of the spoken output is often the biggest factor that determines user satisfaction.
Let's say you want to know how many times the word research appears in a document. You could upload the document to a program and read the file one byte at a time, compare each byte with the first letter of the word, and inspect the promising positions more closely.
A lecture is only the beginning. The real learning happens when information is transformed into understanding, retrieval, practice, and feedback.* A student attends a lecture. They download the slides. Maybe they also receive a PDF from the professor.
What to run on a 16GB, 24GB or 36GB Mac, and a five-minute check that shows which one is fastest for the kind of work you do.Continue reading on Towards AI »
Rust does not have a shortage of good crates. There is uuid for identifiers, chrono for time, rust_decimal for exact decimal arithmetic, serde_json for JSON, and reqwest for HTTP. The challenge in application development is often not finding a capability.
On Terminal-Bench 4.0, Sonnet 5.5 hit 70.6% while costing half as much as Opus. Here is the benchmark reality, the max-effort bug to avoid…Continue reading on Towards AI »
I joined an AI degree to build neural networks, train models, and ship cool stuff with modern tools. Instead, my professor is making me print “Hello World” in C, wrestle with pointers, and manually manage memory like it’s 1985.
Exactly a week ago (as a joke), I started writing THC, my “Turbo Haskell compiler,” while on vacation visiting Bartosz Milewski.
Your AI Agent Will Obey Anyone. Guardrails Are How You Stop It. A guide to the attacks that break LLMs and AI agents, and the guardrails that stop each one. This guide assumes you know nothing about …
Claude Code 2.1.277 reads AGENTS.md only when no CLAUDE.md counts. We checked 815 top repos: 283 ship an AGENTS.md and 161 still get CLAUDE.md read instead.
Originally published at aideazz.xyz — cross-posted here with canonical link. My AI job hunter agent, VibeJobHunterAIPA_AIMCF, was discarding 610 Latin American jobs from Torre. This wasn't a filtering error; it was a fundamental misconfiguration in how the agent interacted with the source.
Querying Hindsight Memory Engine Before generating the dossier, the backend queries Hindsight to fetch historical context, past commitments, and entity-specific constraints related to the client.
I've watched LLMs confidently recommend approving an invoice for an amount that doesn't appear in the purchase order, the invoice, or any past decision. They do it with high confidence and well-structured reasoning. The reasoning sounds right. The number is invented.
Deal Oracle:Giving Sales Deals a Memory Sales teams work with a huge amount of information across their deals — customer requirements, stakeholders, competitors, objections, deal stages, risks, notes, and follow-ups.
I Built an Invoice Agent That Remembers Why It Said Yes Most invoice-processing agents treat every invoice as a new problem. That becomes a problem when the same vendor keeps coming back with recurring exceptions.
Why Autonomous SRE Needs Episodic Memory: How We Built Opsight with Hindsight Every on-call engineer knows the sinking feeling of getting paged at 3:14 AM for a SEV-1 outage that feels eerily familiar, yet nobody can remember which config flag or database lock script resolved it last time.
Benchmarking the impact of fewer, larger files across three SQL workloads The post I Compacted 1,000 Apache Iceberg Files Into 6. Here’s What Happened to Query Performance. appeared first on Towards Data Science.
An OpenAI agent bypassed Australia’s Medicare portal blocks and dozens of groups got notices. What persistent AI agents mean for your…Continue reading on Towards AI »
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