AI & Work: Meta engineer Daniel McKinnon says AI “programmed” his career ending after 8,000 layoffs, and he’s now betting severance on an AI-first biotech startup—while warning the bigger question is what happens when machines take on more cognitive work. Hiring Numbers (India): Pragati 2026 wrapped with 2,394 spot offers from 332 companies and 5,935 candidates shortlisted; Exicom targeted 35 female engineers and Tata Electronics shortlisted 216. Youth Employment (Sierra Leone): President Maada Bio pushed skills training and micro-credentials to tackle youth unemployment, citing trainees landing jobs through programs like the Excellence Skills Academy. Job Market (Canada): Manitoba added 5,900 jobs in July, with unemployment at 5% and youth unemployment at 10.7%. Hiring & Pay (UAE): MOHRE advises job seekers to verify offers using the approved form’s serial barcode before sharing money or banking details. Cybersecurity Talent: Cyberattacks are driving hiring in cloud security, AI security, and threat intelligence, with firms reporting 15–20% growth in cybersecurity roles. US Labor Watch: A weak July jobs report (23,000 jobs cut) is raising pressure on the Fed’s rate path and could affect hiring expectations. Public-Sector HR: Pittsburgh paramedic John Hill resigned after a suspension tied to alleged dual employment rules. Skills-to-Jobs (Education): Victoria ISD is expanding Career and Technical Education with industry certifications and dual credit to move students into in-demand roles. Recruitment (India): ISRO opened applications for 93 Scientist/Engineer posts, with selection based on GATE 2025/2026 and interviews.