HR & Recruiter · 13 years in people teams · AI sceptic turned advocate
I let AI do the screening. I kept the final say. Here's the playbook.
Honest takes on hiring, training and listening to your people, and where AI fits in. Quick Shorts and longer explainers, each with a full guide behind it.
Lina isn't a real person. She's a character we created with AI; her scripts are written and reviewed by the Talenteria team, and every video is labeled as AI-generated.
Lina explains Talenteria
Longer videos where Lina walks through how Talenteria works on real hiring, training and survey problems.
2:59
AI Resume Screening: Why a Score Isn't Enough (4 Things to Demand)
A score tells you who to call, not why. Lina shows how AI resume screening works, why two candidates with the same score can be very different hires, and the four things to demand from any AI screener, with a walkthrough of the Talenteria AI candidate profile.
Your AI screener just gave a candidate almost nine out of ten. Great. So what do you ask them in the interview? Most AI screening does three things. It parses each resume into skills, titles and dates. It matches them against your job. Older tools count keywords; newer ones read meaning, so “led a team of eight” counts as leadership. And it ranks, so every applicant gets a score. 79% of HR leaders now see more applications per role. With volumes like that, the score decides who a human ever sees. But a score is a verdict with no reasons. You can't explain it to a hiring manager, and you can't interview with it. Look at these two. Same score: 7.67. One is a native Spanish speaker who has never managed a team. The other has led a team for a year and a half and speaks no Spanish at all. Same number, completely different hires. So here's what to demand from any AI screener. Four things. One: a score for each criterion, not one number. You need to see which requirement pulled it down. Two: strengths with evidence. Not “great communicator”, but what in the resume proves it. Three: gaps flagged, not auto-rejected. A missing detail is a question, not a no. Four: interview questions built from those gaps, so your first call checks what the resume couldn't. Here's how that looks in Talenteria. It reads your job description and pulls out the screening criteria for you. You adjust them and set how much each one counts. Then every applicant is scored on every criterion, and the shortlist ranks them. Jordan gets almost nine out of ten. Five criteria at a hundred percent. One at twenty: fluent Spanish. The profile says why: the resume says conversational, from a semester abroad. A hard filter on Spanish would have kept Lucía and dropped Jordan. Here, it's a flagged gap, and it becomes an interview question: test the Spanish with real escalation examples. You also get the strengths, with evidence, like customer satisfaction up from 82 to 91%. And other roles Jordan could fit, like QA lead. The final decision stays with the recruiter. A score tells you who to call. The profile tells you what to ask. If your screener only gives you the first one, you're still doing half the job by hand. What does yours show you? Tell me in the comments.
Shorts
19 shorts
29s
"Can we see a few more candidates?" The most expensive sentence in hiring
Hiring Manager Translator #3: a manager wants "a few more candidates." Three weeks later, the top choice has accepted another offer.
Transcript
Hiring manager: "Can we see a few more candidates?" Lina: Sure. Which of the four didn't you like? Hiring manager: They were all fine. Lina: So you'd like more fine people. Hiring manager: I want to be sure. Lina: Four interviews. Three weeks. Her top choice took another offer on Tuesday. She's sure now. Those are the seven most expensive words in hiring. Hiring managers: defend them. I'll wait. Next week's phrase is yours. Comment it.
41s
The 24-hour rule that fixed my offer acceptance rate
Interview today, feedback by this time tomorrow, and the trick that makes hiring managers follow it: book the feedback call before the interview.
One rule fixed my offer acceptance rate. And hiring managers hate it. Interview today, feedback by this time tomorrow. Not "next week." Not "after I see a few more." Because your best candidate is interviewing somewhere else too. Silence is how you lose them. The trick? I book the feedback call before the interview even happens. 15 minutes, same day. No feedback? I don't book their next interview. They learn fast. How long does your hiring manager take? Tell me below.
49s
Do candidates really hate AI interviews? A recruiter checks the data
Only 19% of job seekers want less AI in hiring, but 51% never heard back after an AI interview (Greenhouse 2026 Candidate AI Interview Report). What candidates actually want.
"Candidates hate AI interviews." No. Candidates hate never hearing back. Half of job seekers who did an AI interview never got an outcome. Not a no. Nothing. And only one in five wants less AI. They want something simpler. Tell them upfront it's AI. Let a real person review it. And give them a human option if they ask. The top reasons people walk away? No human in the loop, and nobody told them. So send the outcome. Every time. Even if it's a no. What would make you trust an AI interview? Tell me below. New myth every Monday.
52s
Ghost jobs: a recruiter's honest verdict
90% of hiring managers say companies post jobs they don't plan to fill right away (Resume Genius, 2026 Hiring Trends Report). Lina's verdict, and the honest alternative when leadership wants a pipeline.
Transcript
90% of hiring managers say companies post jobs they don't plan to fill right away. Ghost jobs. The reasons: building a pipeline. Looking like we're growing. Or the job's already promised to an internal candidate. Meanwhile, real people spend an evening tailoring an application for a job that was never going to call. And they remember your logo. Next time you post a real job, they don't apply. My verdict? Pink. Don't post them. Not even for a pipeline. If leadership asks, say yes to a talent pool, and label it honestly: no open role today. Ever applied to a ghost job? Tell me below. New verdict every Sunday.
43s
3 tells your cover letter was written by AI (and the one-line fix)
The generic opener, the "delve / leverage / dynamic" vocabulary, and nothing only you could have written. Use AI for the draft, then add one real number or one real moment.
Your AI-written cover letter has three tells. I spot them in about five seconds. Tell one: the opening. "I am writing to express my keen interest." Nobody has ever talked like that. Ever. Tell two: the words. Delve. Leverage. Dynamic. Passionate. And everything comes in perfect little groups of three. Tell three, the big one: there's nothing in it only you could have written. It fits any job, at any company. So use AI for the draft. Then add one sentence that's only yours: a real number, a real moment. What's the worst cover letter line you've seen? Tell me below.
45s
4 resume lines a recruiter can't unsee (#1 got the interview)
A countdown of resume lines that live rent-free, ending with the career-gap line that actually won an interview. Own your gap.
Transcript
I've read about a hundred thousand resumes. These four lines still live in my head. Rent-free. Number four: "Excellent attention to detial." D-E-T-I-A-L. I checked. Twice. Number three: "Objective: to obtain a position at Company Name." Literally. Company Name. In brackets. Number two: "Salary expectations: yes." Honestly? Respect. Most honest line I've ever read. Number one: "Career gap, 2021 to 2023: raised a tiny human. Most demanding stakeholder I've ever had." That one got the interview. Own your gap. What resume line lives in your head? Tell me below.
48s
300 hires, 3 languages, and the 2 a.m. interviews that found our best people
300-Hire Diaries #2: volume hiring in English, Spanish and Portuguese with AI video interviews, where native speakers reviewed every answer and the best candidates recorded after night shifts.
Three hundred hires. Three languages. I speak two of them badly. Three-Hundred-Hire Diaries, episode two. English, Spanish and Portuguese. My Spanish is kitchen-table Spanish. My Portuguese is three songs and an apology. So we used AI video interviews. Candidates answered in their own language, whenever they could, and native speakers reviewed every answer. And here's what shocked me. Our best candidates recorded at two, three, four a.m. Right after their night shifts. They already had jobs. A ten a.m. Tuesday call would've filtered out our best people. Your best candidate already has a day job. When do yours interview? Episode three, next Thursday.
44s
"Just find me someone like Sarah." Sarah left. Here's why.
Hiring Manager Translator #2: "someone like Sarah" means her skills, her years of context and her loyalty, usually at a budget Sarah had already outgrown. Price the role, don't clone a person.
Transcript
"Just find me someone like Sarah." Sarah left. Let me translate what that request actually means. Translation one: find me Sarah's skills, plus the six years of context she built here. On day one. Translation two: someone who'll stay as long as she did. Which brings us to why Sarah left. Sarah was still on her starting salary, five years in. A competitor offered her market rate. She said yes. So the budget for "someone like Sarah" is more than Sarah made. Price the role before you clone a person. What's your hiring manager's favorite phrase? Next week's phrase is yours. Comment it.
46s
4 interview questions I'd ban (and the one to ask instead)
Brain teasers, "where do you see yourself in five years", "greatest weakness" and "current salary" predict little. Plus the one question that shows how a candidate really thinks.
Four interview questions I'd ban tomorrow, and the one I'd ask instead. Four: how many golf balls fit in a plane? Brain teasers predict nothing. Even Google gave them up. Three: where do you see yourself in five years? You'll get a rehearsed answer, or an honest one that scares the manager. Two: what's your greatest weakness? Everyone says perfectionism. One: what's your current salary? In a lot of places it's not even legal to ask. And it carries old pay gaps forward. Instead, ask: tell me about the last time you changed your mind at work. You'll hear how they think. Which question would you ban? Tell me below.
45s
"AI is biased, so we don't use it." Is your hiring manager unbiased?
Myth vs Reality #1: AI can be biased because it learns from past hires, but humans aren't neutral either. The fix is written criteria before screening and bias audits on whoever screens.
"AI is biased, so we don't use it." Cool. Is your hiring manager unbiased? Same resume, different name. In a famous study, white-sounding names got about fifty percent more callbacks. No AI involved. And yes, AI can be biased too. It learns from your past hires. Feed it biased history, you get biased shortlists, faster. So the fix isn't "AI or humans". It's written criteria before you screen, and a bias audit on whoever does the screening. Myth busted. Which myth should I take on next? New myth every Monday.
40s
AI video interviews: pink, yellow or green? A recruiter's verdict
Sticky-Note Verdict, episode 1: the good and the bad of AI video interviews, and Lina's color. Pink means stop, yellow means use with care, green means go.
Transcript
AI video interviews. Pink, yellow or green? Vote before I say it. The good: candidates interview when it suits them, even after the kids are asleep. And nobody plays calendar ping-pong. The bad: you're talking to a screen, not a person. Some great people freeze, so give them a practice question. And if the AI decides and no human ever reviews it, that's not an interview. That's a vanishing act. My verdict: yellow. AI shortlists, humans decide, and candidates are told. Then it's close to green.
38s
Recruiter went quiet? Here's what's really going on
Ten days of silence after an interview, explained from the recruiter's side, and what to do about it: one short follow-up on day ten, then keep applying.
Transcript
Recruiter quiet for ten days? Here's what's actually going on, from the recruiter's side. One: the hiring manager is on vacation. Nobody told me either. Two: they're waiting on their first choice to say yes. You're plan B, and plan B gets hired all the time. Three isn't about you at all. The role got frozen. Budget, reorg, a new VP. Send one short follow-up on day ten. Then apply somewhere else that afternoon. Don't wait on us.
37s
4 things recruiters say, decoded by a recruiter
Recruiter Confessions: "We'll keep your resume on file", "let me check with the team", "we're moving forward with other candidates", and Lina's own confession.
Transcript
"We'll keep your resume on file." Honest time: it goes in a database nobody searches. "Great question, let me check with the team." Translation: I don't know. And the team doesn't know either. "We're moving forward with other candidates." Usually one candidate. The hiring manager's old colleague. And the last one's a confession. "I'll get back to you by Friday." I meant it. I just didn't say which Friday. Which one did you say today? Be honest.
37s
Our best hire was in the reject pile (one knockout question)
300-Hire Diaries, episode 1: a strong candidate auto-rejected in under a second by a knockout question about a degree the job didn't need.
Our best hire of the whole drive was sitting in the reject pile. I found her at two a.m., on my third coffee. Six years running a support team. Calm, sharp, glowing references. The system rejected her in under a second. Why? One knockout question. "Do you have a bachelor's degree?" She said no. The job didn't need one. Nobody had checked. She was a team lead by month four. Go read your knockout questions tonight. One of them is lying to you.
32s
"We need a rockstar": a recruiter translates hiring manager speak
Hiring Manager Translator, episode 1: "rockstar", "fast-paced", "wears many hats" and "ASAP", translated by a recruiter who has heard them all.
Transcript
"We need a rockstar." Let me translate. Rockstar means: we don't know what this job is, but we want it to sound fun. "Fast-paced environment." Nobody has a plan. "Wears many hats." Three jobs. One salary. And the worst one. "We need someone ASAP." The role opened in March. The hiring manager hasn't read a resume since. Send me what your hiring manager said this week. I'll translate it.
42s
Your job post loses people in sentence one (here's the fix)
Three fixes for the first line of your job description, including the one almost nobody does: say what the job looks like on a normal Tuesday.
Your job post is losing people in the first sentence. And I know the sentence. "We're a fast-growing, innovative company that's passionate about..." Mira, nobody cares. Fix one. Start with the job, not the company. "You'll answer about forty customer chats a day, mostly payment stuff." Now they can picture it. Fix two. Pay range at the top. Not buried under the benefits and the ping-pong table. And the one nobody does... describe a normal Tuesday. Not the dream day. The Tuesday. I tried this on a support role and got fewer applicants. Wait, that sounds bad. Fewer, way better ones. Save this for your next job post.
I was the AI skeptic. Then I had to hire 300 people in 8 weeks.
I volunteered to pilot AI screening for one reason: to prove it wouldn't work. 300 support hires, 8 weeks, 3 languages, a team of 2.
2 ways to spot AI-written job applications
Ask what AI can't answer, and hide one instruction in your job post. Two quick fixes for recruiters buried in copy-paste applications.
300 hires in 8 weeks gave me this gray streak
Hi, I'm Lina Ferrer, 13 years in recruiting and talent acquisition. On this channel: recruitment, HR, and the tech that's changing both.
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Why does an HR software company have an AI character?
Most HR and recruiting advice is either too long to finish or too vague to use. Lina keeps it short and specific: one habit, one phrase, one fix per video. When a topic needs more depth, the video links to the full article on our blog.
We made Lina with AI because that's what we work on. We label her clearly everywhere, and she never poses as a customer, an employee or a reviewer.
Put Lina's advice into practice. See Talenteria on one of your roles.
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