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DEV Community
dev.to > chattermate > we-let-an-ai-write-sql-against-customer-databases-here-is-every-guardrail-and-why-prompting-is-3k9a

We let an AI write SQL against customer databases. Here is every guardrail, and why prompting is not one.

22+ min ago   (1264+ words) A customer writes in: "my last three orders are missing." Someone has to open a database and look. We built an AI agent that does that part. It reads the ticket, forms a hypothesis, queries the customer's own systems, and…...

Yahoo Finance
finance.yahoo.com > technology > ai > articles > outerbox-launches-obxos-ai-powered-130000248.html

OuterBox Launches OBxOS, an AI-Powered Operating System Built to Transform Client Work

1+ day, 1+ hour ago   (283+ words) Matt Prater, EVP of Innovation at OuterBox, documented the build in a field report published last week. "We use the same models every agency uses, but the difference is we apply decades of judgment and compile it into a system…...

Yahoo Finance
finance.yahoo.com > technology > ai > articles > ai-confidence-trap-feeling-fluent-120000208.html

The AI Confidence Trap: Feeling Fluent Isn't the Same as Being Effective

1+ week, 3+ day ago   (459+ words) A new WalkMe survey of 2,000 working Americans who use AI on the job finds 90% feel confident with AI, while only a quarter say it works on the first try. SAN FRANCISCO, Aug. 25, 2026 (GLOBE NEWSWIRE) -- A confidence trap has taken hold…...

TNW | Openai
thenextweb.com > news > gpt-6-astra-benchmarks-monitorability-cyber

OpenAI’s new model aces the benchmarks and admits it is better at hiding

22+ min ago   (493+ words) OpenAI has published benchmarks for GPT-6 Astra showing large jumps over GPT-5.6 Sol, a 100% score on an exploit benchmark and two zero-days found in testing, alongside an admission that the model’s reasoning is harder to monitor when it attempts evasion....

DEV Community
dev.to > aws-builders > how-to-build-a-tiny-15b-text-to-sql-model-that-beats-a-7b-298

How to build a tiny 1.5B text-to-SQL model that beats a 7B

33+ min ago   (1490+ words) I wanted to build something with an LLM using my own hands. Not wire an API into a wrapper, but take... Tagged with ai, machinelearning, aws, python....

DEV Community
dev.to > scraplabs > i-benchmarked-6-free-ai-text-detectors-so-you-dont-have-to-59bo

I benchmarked 6 free AI text detectors so you don't have to

32+ min ago   (372+ words) I got burned by a client who swore my original writeup was "AI-generated." It wasn't. But the accusation cost me a week of back-and-forth, so I did what any annoyed engineer does: I ran the detectors against each other until…...

USA Today
usatoday.com > press-release > story > 41744 > orchestra-launches-agentic-control-plane-for-enterprise-data-and-ai

Orchestra Launches Agentic Control Plane for Enterprise Data and AI

3+ day, 1+ hour ago   (266+ words) Platform usage has grown more than 10x in the past year as data teams adopt the AI-native platform to build and govern pipelines and AI agents in one environment. “AI is creating enormous demand across the enterprise, but data and now…...

DEV Community
dev.to > sprettball > three-ways-your-dashboard-can-be-correct-and-still-lie-2npc

Three ways your dashboard can be correct and still lie

45+ min ago   (567+ words) Our dataset said the average loan was 2.3 million kroner. The number that actually mattered was 255,000. Both were correct. Only one of them was true. This is a writeup of three ways a dashboard can be arithmetically perfect and still lie,…...

DEV Community
dev.to > devio_3007 > the-inferred-stack-is-a-hypothesis-a-myth-busting-faq-4mo3

The Inferred Stack Is a Hypothesis: A Myth-Busting FAQ

1+ hour, 10+ min ago   (318+ words) The opening is a reconstructed incident pattern, not a claim about one company outage. The corrected model is narrower and slightly less flattering to the demo. Detected files are observations, similar to footprints around a building rather than a signed…...

DEV Community
dev.to > anton_brilliantov > context-is-not-more-context-1744

Context Is Not "More Context"

1+ hour, 8+ min ago   (322+ words) An iteration that should have touched two files was burning ~350,000 tokens, because the executor was reading the repository to figure out how things are done here. The fix wasn't a better model - it was deciding what the executor is not…...