8legs: Massachusetts institute of technology

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#1 out of 4

AMD CEO Lisa Su says humans decide the future; AI cannot replace hard judgments or responsibility.
Su notes AI can accelerate discovery, but technology itself doesn’t decide the future; people do.
Su spoke at MIT, underscoring the ongoing need for humans to apply AI to real problems.
The piece contrasts AI capabilities with human judgment in problem selection.
Gen Z workers openly discussing salaries is highlighted as a cultural shift in the workforce.
The article notes a rise in ‘ghost job’ postings as a broader labor-market issue.
Policy changes at states may curb fake postings and protect job seekers.
Forbes’ Careers newsletter integrates leadership, careers, and market insights.
The article mentions MIT as Su’s alma mater and the context of her remarks.

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#2 out of 4

MIT graduates posted the highest median earnings, at $162,000 four years after graduation.
Stanford and Harvey Mudd also rank among the top earners in the four-year post-graduation window.
The analysis used College Scorecard data to rank schools by median earnings four years after graduation.
Earnings vary by major and geography, affecting early-career pay outcomes.
The article notes data limitations in the College Scorecard metric for earnings.
Top earning schools include engineering- and health-focused institutions besides traditional universities.
The list includes well-known schools like Dartmouth, Johns Hopkins, and Columbia.
The publication highlights that early earnings reflect market demand in high-cost regions.
The piece emphasizes that the College Scorecard data centers on former students who received federal aid.

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#3 out of 4

14h ago

Scientists derive exact backward-channel capacity for noisy retrocausal communication, giving concrete limits for information sent back in time.
Amplified probabilistic teleportation is identified as the optimal one-shot strategy for retrocausal communication.
The scenario uses a daughter in the past storing quantum information and a father in the future encoding after retrieving that memory.
The model enforces self-consistent histories to avoid paradoxes in backward-time signaling.
Findings link retrocausal limits to black-hole information questions, including final-state evaporation models.
The work provides exact one-shot capacities and asymptotic limits for repeated uses of the channel.
Noisier real-world channels are handled, moving beyond idealized, perfectly noiseless backward time models.
The study references black-hole evaporation links, notably Horowitz–Maldacena final-state proposals.
Practical takeaway: researchers can calculate retrocausal information ceilings for realistic noisy channels.
The article ties the theory to experiments using postselected teleportation and entangled photons.

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#4 out of 4

Rand Fishkin argues for becoming less dependent on traditional content and more focused on platform-driven audience engagement.
MIT's AI Labor Exposure Map shows 65% of marketing tasks could be automated today.
The article notes two strategic paths: collective action and inimitable product building.
Large publishers may pursue collective action due to scale and access to audiences.
The inimitable product approach asks what remains valuable when AI evolves.
Rand’s advice emphasizes publishing on external platforms to drive interest in unique offerings.
AI features may deliver content via AI answers, reducing click-through to original sources.
The piece frames the shift as a long-term transition rather than immediate doomsday.
The article highlights a need to assess personal exposure to automation in tasks.

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