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- · What ChangedOpenAI's LifeVal lacks a scoring method, and AWS's small agent lacks a bill
- · Use AI TodaySOCI-indexed images cut SageMaker job startup, unless your code reads the whole image at once
- · Use AI TodayScore OCR on names and dates before you trust a character error rate
- · Use AI TodayAsk AI three probability questions, then add them up to spot a doubtful number
Worth reading
OpenAI's LifeVal lacks a scoring method, and AWS's small agent lacks a bill
OpenAI posts LifeVal with 90–100% scores on everyday tasks; AWS distills an agent into a 4-billion-parameter model. Two small tests to run on your own work.
Read →SOCI-indexed images cut SageMaker job startup, unless your code reads the whole image at once
AWS says SOCI-indexed images cut image download from minutes to seconds for SageMaker jobs, unless the code reads the whole image. How to measure it on your own job.
Use AI Today · 5 minScore OCR on names and dates before you trust a character error rate
An arXiv preprint (a public archive of papers not yet peer reviewed) found OCR rankings change with the scoring criterion. How to score twenty scanned pages on your own names, dates and reference numbers.
Latest
View allCheck your website's PHP version today, because two remote code execution flaws now have patches
The PHP team patched two remote code execution flaws on October 21. Five steps to learn which version your site runs and to ask your provider about the patch.
PHP's patch, Muse's reopened links and an agent score each leave a job with you
PHP added one config line worth turning off after the patch, Muse link titles remain in DNS, and Self-Direction lets agents learn from mistakes. Each story comes with one task for the week.
Five steps to recheck every AI assistant share link you have sent, after Muse put chat titles in DNS
Claroc found 6,800+ Muse share pages through DNS. Five steps to review and revoke the share links from your AI assistant.
OpenAI opens the Decisions API for small classification and routing steps inside apps
OpenAI says the Decisions API chooses up to 10x faster. Run it next to your current method on 30 cases with real answers, and set a confidence threshold to hand hard cases to a person.
Before swapping XGBoost for NVIDIA's Kumo Relational, run it on one prediction you already know the answer to
NVIDIA says Kumo Relational beats XGBoost with no task-specific training. Four steps to test it on a live prediction, with the same customers and cutoff date.
AWS and Keyfactor give three AI agents their own certificates, so revoking one certificate cuts the whole chain
AWS and Keyfactor give each AI agent its own certificate, and revoking the user's certificate cuts the whole chain. Three questions to test your own system.
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NVIDIA Sentry puts AI agent monitoring on the BlueField-4 chip, out of the agent's reach
NVIDIA Sentry monitors and blocks AI agents from a BlueField-4 chip, separate from the host that runs them. Three questions to check where your monitoring sits.
Intermediate · 5 minAI at WorkPublic-service AI accounts reach officials this week, and the signature stays theirs
Official Letter 2350 asks for AI accounts to be notified to each official before October 20. The national criteria say AI only supports; the person who signs the decision is still the official.
Beginner · 5 minAI at WorkNVIDIA's skill set has an agent rewrite Spark functions, and a test matching the old version comes first
NVIDIA released a skill set for agents to rewrite Spark UDFs for GPUs and reports a 22x speedup. Three checks to accept a rewrite only when its test matches the original.
Intermediate · 5 minEnglish edition
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The English edition begins with selected evergreen and practical stories. A Vietnamese approval never automatically approves an English version; every English revision has its own review.