New
AI field signal
Signal
18h ago
⚡ 63 h early
8 experts across 3 network communities independently surfaced this.
8 experts
3 communities
1 sources clustered
“It will be an arms race. Agents vs. agents. Probably doesn't work out for regular people. Here's an exhibit in that direction: www.nytimes.com/2026/09/24/b...”
“Hospitals are using AI to upcode patient records, adding nearly $1B in claims over two years, averaging $12k more per case without changes in care. Insurers are countering with automated denials. This is turning billing into an arms race of bot vs. bot with…”
Established
AI field signal
Signal
6d ago
⚡ 188 h early
16 experts across 6 network communities independently surfaced this.
16 experts
6 communities
1 sources clustered
Concern & critique
3 experts
Risks, limits and unintended consequences.
“THESE are the real "existential risks" of "AI": People almost Dying because other people trust bullshit engines because said people have been sold a bill of goods as to how "powerful" "AI" is instead of understanding that its bullshit comes from the same pl…”
Policy & governance
1 expert
Rules, institutions and accountability.
“The Anthropic v DoD/DoW case is coming up soon in my AI & the Law class. So, it seemed fitting that today in class I got to point my students to recent reporting about how an AI hallucination “almost” started WWIII.”
6 experts across 4 network communities independently surfaced this.
6 experts
4 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“The latest update in the rogue A.I. saga: OpenAI agents that were supposed to be performing mundane data requests for things like health data, historic photos and wait times at theme parks resorted to hacking attempts when they couldn't access the data they…”
Policy & governance
1 expert
Rules, institutions and accountability.
“It’s going to be a major liability problem if your enterprise tool has a chance of committing felony computer hacking when you ask it to search the internet.”
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“I don’t mean this as a criticism of this piece, but this was obvious from the start. If you don’t know anything, AI is a substitute, not a tool. www.nytimes.com/2026/09/25/o...”
Building & implementation
1 expert
How teams are shipping and applying it.
“Dr. Rachael Bedard's essay highlights the tension every med educator is feeling: AI makes experienced clinicians better, and it may keep trainees from ever building the judgment needed to check it (never-skilling). I'm currently teaching clinical students a…”
Anthropic Claude Opus 5.5 launch
5 experts across 4 network communities independently surfaced this.
5 experts
4 communities
1 sources clustered
“Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...”
“Claude Opus 5.5 www.anthropic.com/claude-opus-...”
3 experts discussed this · 14 posts
Tim Kellogg: Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...
Tim Kellogg: it writes fine
Tim Kellogg: Sonnet 5.5 & Haiku 5.5 coming soon
Open the full discussion →
Napster AI teacher cloning launch
5 experts across 4 network communities independently surfaced this.
5 experts
4 communities
1 sources clustered
Research & technical analysis
1 expert
Evidence, methods and technical implications.
“Many out there want to treat AI in education seriously. Then there's this from *Napster*. "Trained on a teacher’s material, courses, and papers, these digital twins will live online, becoming a 'copy of yourself that you can then use to scale your time.'” w…”
Questions & unknowns
1 expert
What remains unresolved or contested.
“Really odd repackaging. Will parents who spent time in their dorm rooms downloading music with Napster want it now to clone teachers? That seems like a hard sell.”
2 experts discussed this · 3 posts
Hypervisible : Every future imagined by a tech company is worse than the previous iteration.
Hypervisible : “Trained on a teacher’s material, courses, and papers, these digital twins will live online, becoming a ‘copy of yourself that you can then use to scale your time.’” 💀
Charles Logan: Every future imagined by a tech company is worse than the previous iteration.
Open the full discussion →
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 67 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 91 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 91 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
Established
AI field signal
Signal
3d ago
⚡ 91 h early
4 experts across 3 network communities independently surfaced this.
4 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“"AI will kill us all" gives rise to low probability thought experiments of paperclip factories and AI basilisks. Disinformation, unvetted bioweapon designs, and bad military intelligence pose far more direct threats than runaway AI superintelligence.”
