Established
AI field signal
Signal
3d ago
3 experts across 2 network communities independently surfaced this.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Scott McGrath
“🧪 We are staring down a crisis with peer-review. Editors needed 4.5 invitations to secure a single peer reviewer in 2025, double the effort required back in 2018. Meanwhile, we have half of surveyed scientists admit to using AI to draft their reviews. This …”
evidence ↗
3 experts
2 communities
1 sources clustered
“🧪 We are staring down a crisis with peer-review. Editors needed 4.5 invitations to secure a single peer reviewer in 2025, double the effort required back in 2018. Meanwhile, we have half of surveyed scientists admit to using AI to draft their reviews. This …”
“Enjoyed being interviewed by @jeffreybrainard.bsky.social @science.org on AI for scientific novelty assessment—a problem that is still unsolved by SOTA LLMs in my experience. Stay tuned for more on this! www.science.org/content/arti...”
Atlantic society of cheats essay
3 experts across 2 network communities independently surfaced this.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Frank Pasquale
““Squeaky-clean grammar, a superabundance of bullet points, and fairly robotic reiteration of facts rather than the pleasing lurch of original thinking”: “This is the horrid house style of AI-generated papers” www.theatlantic.com/ideas/2026/0...”
evidence ↗
3 experts
2 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“www.theatlantic.com/ideas/2026/0... "This is how communities tend to respond to crime waves: They beef up law enforcement. Surveillance widens, punishments stiffen, and legal codes expand to police behavior that was formerly restrained by customary norms of…”
Research & technical analysis
1 expert
Evidence, methods and technical implications.
““Squeaky-clean grammar, a superabundance of bullet points, and fairly robotic reiteration of facts rather than the pleasing lurch of original thinking”: “This is the horrid house style of AI-generated papers” www.theatlantic.com/ideas/2026/0...”
AI biosecurity benchmarks real-world risk
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Stephen Turner
“I wrote a review on the state of AI and #biosecurity capabilities, evals, mitigations, and open questions. blog.stephenturner.us/p/ai-biosecu... TL;DR: Really great people at really great organizations are doing really great work at the intersection of AI a…”
evidence ↗
1 expert
1 community
1 sources clustered
“I wrote a review on the state of AI and #biosecurity capabilities, evals, mitigations, and open questions. blog.stephenturner.us/p/ai-biosecu... TL;DR: Really great people at really great organizations are doing really great work at the intersection of AI a…”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Stephen Turner
“Tutorial: guidance on the use of LLMs for medical research: www.nature.com/articles/s41... 🔓 rdcu.be/Pc82cm3qFpka”
evidence ↗
1 expert
1 community
1 sources clustered
“Tutorial: guidance on the use of LLMs for medical research: www.nature.com/articles/s41... 🔓 rdcu.be/Pc82cm3qFpka”
Established
AI field signal
Signal
6d ago
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Stephen Turner
“Tutorial: guidance on the use of LLMs for medical research: www.nature.com/articles/s41... 🔓 rdcu.be/Pc82cm3qFpka”
evidence ↗
1 expert
1 community
1 sources clustered
“Tutorial: guidance on the use of LLMs for medical research: www.nature.com/articles/s41... 🔓 rdcu.be/Pc82cm3qFpka”
