2026-07-08 Social Tech Briefing Summary

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MLE - Anthropic vs Meta (Blind)

Everyone wanted to join either Facebook or Google. What went wrong? (Blind)

Stay at Amazon or join Salesforce? (Blind)

Thieves Are Now Targeting AI Data Center Construction Sites for Copper and Expensive Equipment (r/technology)

Zuckerberg Admits That AI Is Not Working Out the Way He Imagined (r/technology)

Microsoft 365 Copilot adoption is under 4.5% after 3 years, only 1% use it weekly, yet prices went up (r/technology)

2026-07-07 Social General Briefing Summary

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Pentagon restores mandatory flu shots for all recruits as boot camp outbreak sickens nearly 300 (r/news)

Camp Mystic, site of deadly Texas flooding, files for bankruptcy (r/news)

Arby’s manager accused of giving customer herpes after spitting in food, court records say (r/news)

Millions lose food stamps under Trump cuts. Arizona is hardest hit (r/news)

Powerful 7.1-magnitude earthquake hits Venezuela, collapsing buildings in the capital of Caracas (r/news)

2026-07-07 Social Tech Briefing Summary

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Does anyone use Gemini for coding inside Google? (Blind)

The golden age of tech is over (Blind)

Lenovo Warns PC RAM Prices Will “Never” Go Back to Normal (r/technology)

AI companies are learning an ironic lesson as the people they pay to improve their chatbots are just feeding AI slop into them (r/technology)

Windows 10 support extended to 2027 for free — Is this Microsoft admitting Windows 11 isn’t enough? (r/technology)

LeetCode MEDIUM 567 Permutation in String Summary

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Quick facts

Problem gist

Given two strings s1 and s2, the task is to decide whether s2 contains any contiguous substring that is a permutation of s1.

That means order inside the matching substring does not matter, but the character counts must match exactly. If s1 = "ab", then "ab" and "ba" are both valid windows. If s2 contains either one as a length-2 substring, the answer is True.

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NVIDIA 20260706 Enhancing Goodput in Large-Scale LLM Training with Nonuniform Tensor Parallelism Summary

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NVIDIA’s official Technical Blog published Enhancing Goodput in Large-Scale LLM Training with Nonuniform Tensor Parallelism, a July 6, 2026 post about keeping frontier-scale training jobs productive when some GPUs inside a tightly coupled training domain become temporarily unavailable.

The post is interesting because it treats training resilience as a parallelism problem, not only as a checkpointing or replacement problem. Large LLM jobs run across thousands of GPUs for long periods, and the useful measure is not raw peak throughput but Goodput: convergence-driving work completed over time. If one device in a tensor-parallel group slows down or drops out, the usual failure mode is disproportionate. A local hardware issue can stall a whole data-parallel replica, and because synchronous training waits on the slowest replica, that local issue can reduce throughput for the broader job.

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Scientific American 202601 Signals from Within Summary

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Scientific American’s January 2026 article by Diana Kwon examines interoception, the brain’s ability to sense and interpret the body’s internal state. The article’s central argument is that mental health cannot be understood as a purely brain-bound problem. Heartbeats, breathing, hunger, fullness, pain, gut rhythms and immune signals are not background noise. They are part of the information stream from which emotion, fear, self-image and distress are built.

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The Pragmatic Engineer 20260707 Tech Jobs Market in 2026 Part 3 Hiring Managers and Job Seekers Summary

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The Pragmatic Engineer surfaced this July 7, 2026 report, Tech jobs market in 2026, part 3: hiring managers & job seekers. Based on conversations with more than 50 hiring managers, engineers, and engineering leaders, Gergely Orosz argues that the software job market has become stranger than the aggregate data suggests: hiring teams say they cannot find the right people, while experienced candidates say they cannot get seen at all.

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2026-07-06 Social General Briefing Summary

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Autistic children injected with unapproved stem cell treatments supported by RFK Jr. (r/news)

Judge orders Justin Baldoni to cover Blake Lively’s legal fees for Wayfarer lawsuit (r/news)

Former Louisiana mayor sentenced to 90 days over rape charge, inspiring outrage from his daughter (r/news)

Active shooter barricaded in building in Midland County, Michigan; police officer, civilian wounded (r/news)

Gene Shalit, ‘Today’ show movie critic, dies at 100 (r/news)

2026-07-06 Social Tech Briefing Summary

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New Harvard study proves AI isn’t a bubble? (Blind)

Made it to the final round at OpenAI and got rejected by someone who had been at the company less than a week (Blind)

Kaspersky says hackers are distributing malware through anime girl wallpapers (r/technology)

AMD silently removes memory encryption from GPUs without explanation (r/technology)

ICE appears to be buying immigrants’ tax data from LexisNexis (r/technology)

Techmeme 20260706 A Global Workspace in Language Models Summary

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Techmeme surfaced this July 6, 2026 item in its cluster on Anthropic’s J-space research, linking to Anthropic’s post, A global workspace in language models, and the full technical paper, Verbalizable Representations Form a Global Workspace in Language Models. The piece argues that Claude has developed a small, privileged internal workspace for concepts it can report, manipulate, and use in deliberate reasoning, even when those concepts never appear in the model’s visible output.

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