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Fable 5 is out - and it’s good, very good. But beyond the splashy demos, I want to bring you the 20+ nuggets from the 319 page system card, which I read in full, all day, plus benchmarks you may not have noticed.
https://assemblyai.com/aiexplained
Plus two worrying trends inside the ‘mind’ of Claude, how OpenAI counter, and the transformer inventor’s warning.
Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
01:06 - Blocks + Better Models
02:42 - Fable 5 Upgrade over Mythos Preview
04:49 - ML Acceleration Bombshell
07:11 - No RSI yet
07:41 - Bio-capable
14:51 - Creative Writing … no
17:23 - Does need bug-checks
18:57 - OpenAI Response
19:23 - Benchmark Bonanza
28:06 - Chain of Thought worrying trend
Fable 5 Release: https://www.anthropic.com/news/claude-fable-5-mythos-5
System Card: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdf
Intelligence Explosion: https://www.patreon.com/posts/anthropic-charts-160231656
Annotated: https://x.com/Miles_Brundage/status/2064500190523113816/photo/1
OpenAI Counter: https://x.com/thsottiaux/status/2064572118264913923
https://x.com/thsottiaux/status/2043177597434306699
Double Lifespan: https://darioamodei.com/essay/machines-of-loving-grace
AutomationBench: https://zapier.com/benchmarks
Vending Bench: https://x.com/andonlabs/status/2064429817530085804
CritPt: https://critpt.com/
Riemann Bench: https://surgehq.ai/leaderboards/riemann-bench
GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa
BluePrint Bench 2: https://andonlabs.com/evals/blueprint-bench-2
MCP Atlas: https://labs.scale.com/leaderboard/mcp_atlas
FutureSim: https://x.com/nikhilchandak29/status/2064676801440358774
Roon Stun Lock: https://x.com/tszzl/status/2064454617568874669
Noam Brown Inference Ceiling: https://x.com/polynoamial/status/2064210146558136827
Isochronic Chart: https://isochronic-passage-chart.netlify.app/#nyc
Rose Tavern: https://claude.ai/public/artifacts/2295bebe-77e6-43e2-ae94-0fe49e9a776b
Redwall Game: https://redwall-mossflower.surge.sh/
Risk Report: https://www-cdn.anthropic.com/097c63b5fe7dd8b14866e1f15bb1910ec713658a.pdf
Transformer Inventor Warning: https://x.com/tszzl/status/2064563986914554125
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
The ‘best’ generally available AI model just dropped, but there is plenty I bet you missed about what it is, how it performs, and what the release tells us. 15 highlights from the 244 page system card, plus private testing, leader interview and more.
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:49 - Mythos in Weeks
01:49 - Adaptive not necessary
02:26 - Honesty?
04:37 - Flagging Uncertainty
04:57 - Benchmarks
08:54 - Mythos will be even better
10:30 - Business skillz
11:15 - Model Welfare
12:16 - Cyber Comparable
13:10 - Misalignment Concerns
16:22 - Meta Inabilities
17:58 - Code flagging
18:34 - Go to sleep
18:50 - Fast Mode
20:21 - Dynamic Workflows
Opus 4.8 Paper: https://cdn.sanity.io/files/4zrzovbb/website/c886650a2e96fc0925c805a1a7ca77314ccbf4a6.pdf
Release: https://www.anthropic.com/news/claude-opus-4-8
Chips: https://www.theinformation.com/articles/anthropic-talks-use-microsofts-ai-chips?rc=sy0ihq
https://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-services
https://www.anthropic.com/news/higher-limits-spacex
Patreon Vid: https://www.patreon.com/posts/re-up-anthropics-159289449
GDPVal: https://artificialanalysis.ai/evaluations/omniscience
https://arxiv.org/abs/2510.04374
Amodei Technical Debt: https://www.youtube.com/watch?v=7xco5Qd2Oo8
Dynamic Workflows: https://x.com/ClaudeDevs/status/2060044853279617150
https://x.com/_catwu/status/2060054180379689074/photo/1
https://claude.com/blog/introducing-dynamic-workflows-in-claude-code
https://simple-bench.com/
Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
The biggest Google AI push of the year, but what is the bigger story? Why is Google pursuing a different fork in the road than OpenAI or Anthropic? What does Gemini 3.5 Flash mean for the near-term future of AI?
https://assemblyai.com/aiexplained
Plus the highlights from a provocative new paper on AI, 8 key moments you may have missed, and the signal from 5+ hours of AI lab interviews.
Check out my free to use app, code INSIDER15 for paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:38 - Vibes and Google Goal
02:18 - Omni, again?
06:57 - Taking the same road
07:44 - Gemini 3 Flash
12:37 - Pitching on Cost?
13:55 - Agentic Task Search
14:30 - 1-shot OS but jagged, negation paper
20:02 - The Karpathy Moonshot
Mostafa Deghani Interview: https://www.youtube.com/watch?v=Bo19sXssYXI
Negation Neglect Paper: https://arxiv.org/pdf/2605.13829
Gemini 3.5 Flash Headline Scores: https://deepmind.google/models/model-cards/gemini-3-5-flash/
Sors original AGI Path: https://www.theguardian.com/commentisfree/2024/feb/24/openai-video-generation-tool-sora-babies-ai-artificial-intelligence
Hassabis Helped Set-up Anthropic: https://archive.fo/20260519070857/https://www.ft.com/content/8f2a529e-7a1b-4d8e-95be-338d0c4c98f5
Intelligence to Output Speed: https://artificialanalysis.ai/models?intelligence-comparison=intelligence-vs-output-speed#intelligence
VibeCodeBench + Finance Agent: https://www.vals.ai/home
OpenAI Needs Ads: https://archive.ph/20260409123153/https://www.reuters.com/business/media-telecom/openai-projects-25-billion-ad-revenue-this-year-100-billion-by-2030-axios-2026-04-09/
Anthropic Core Views: https://www.anthropic.com/news/core-views-on-ai-safety
Karpathy Move: https://x.com/karpathy/status/2056753169888334312
https://www.axios.com/2026/05/19/anthropic-openai-karpathy-andrej-claude
Recursive Self-Improvement: https://www.patreon.com/posts/ineffably-smart-156866417
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
GPT 5.5 full analysis, plus DeepSeek V4 paper highlights, comparisons with Mythos, a vibe-coded game w/ GPT Image 2, and 50 data-points you wouldn’t get from just reading the headlines.
Chapters:
01:11 - GPT 5.5 Comparison
06:04 - Mythos Marketing
11:50 - Recursive Self-Improvement?
14:11 - Deepseek V4
18:03 - VibeCode Experiment Extravaganza
21:44 - The Scarce Compute Era
https://80000hours.org/aiexplained
OpenAI Benchmarks: https://openai.com/index/introducing-gpt-5-5/
5.5 System Card: https://deploymentsafety.openai.com/gpt-5-5/gpt-5-5.pdf
Direct Comparison: https://pbs.twimg.com/media/HGnNm5GWEAAJ1Ob?format=jpg&name=4096x4096
DeepSeek Paper: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro
SWE Bench Pro - benchmark of choice? https://x.com/ChowdhuryNeil/status/2047416077622395025
AA Omniscience: https://artificialanalysis.ai/evaluations/omniscience
Vending Bench: https://x.com/andonlabs/status/2047377260412649967
Opus 4.7 System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf
Sam Altman Drunk Phase: https://x.com/sama/with_replies
Noam Brown: https://x.com/polynoamial/status/2047387675762802998
DeepSeek Compute Crunch: https://www.bloomberg.com/news/articles/2026-04-24/deepseek-unveils-newest-flagship-a-year-after-ai-breakthrough?srnd=phx-ai
Spreadsheet Bench: https://x.com/nicochristie/status/2047476237464211721
Pattern Recognition: https://arcprize.org/leaderboard
Leader Interviews:
Core Memory: https://www.youtube.com/watch?v=NCKQL0op30E
Knowledge Podcast: https://www.youtube.com/watch?v=6JoUcQ1qmAc
Big Tech Round 1: https://www.youtube.com/watch?v=J6vYvk7R190&t=1116s
Big Tech Round 2: https://www.youtube.com/watch?v=YnoQ8RJbALw&t=8s
Claude Code Limitations: https://x.com/TheAmolAvasare/status/2046724659039932830
ChatGPT 5.4 for Clinicians: https://openai.com/index/making-chatgpt-better-for-clinicians/
Image Arena: https://x.com/arena/status/2046670703311884548
VibeCode Bench: https://www.vals.ai/benchmarks/vibe-code
5.5-made Game +Seedance 2.0: https://rosemere-quest.pages.dev/
Claude Opus 4.7 just dropped, but behind every headline lies a deeper story. From a bonanza of benchmarks, to seeing the fruits of one of the biggest mega-projects in US history, to sneaky Mythos disclaimers, to Anthropic admitting compute restraints and, forcing lower capability of Opus 4.7. Where the new model falls behind Gemini but ahead of GPT 5.4, plus why some users are furious at Anthropic. Ending with a 9-year animus, that still affects AI today…
https://assemblyai.com/aiexplained
Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:58 - Benchmarks
05:21 - Market Share + Compute Problems
08:12 - Mythos Exclusives
12:56 - User Frustration + Claude Code Updates
14:03 - Brockman Amodei Rivalry
17:40 - OpenAI vs Anthropic Approach to Code
Claude 4.7 Opus Release Notes: https://www.anthropic.com/news/claude-opus-4-7
vs Mythos: https://pbs.twimg.com/media/HGCGugrXUAAKcHp?format=jpg&name=medium
232-page System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf
ARC-AGI 2: https://x.com/arcprize/status/2044834615417053305/photo/1
ParseBench: https://x.com/jerryjliu0/status/2044902620746363016/photo/1
GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa
Vidoc Security Replication: https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-models
Boris Cherny Settings: https://x.com/Hesamation/status/2043016923961577516/photo/2
User Frustration: https://x.com/RileyRalmuto/status/2044836116189069660
VibeCode Bench: https://x.com/ValsAI/status/2044791415524471099/photo/1
Verge Memo: https://www.theverge.com/ai-artificial-intelligence/911118/openai-memo-cro-ai-competition-anthropic
5.4 Cyber: https://openai.com/index/scaling-trusted-access-for-cyber-defense/
Data Centers in Absolute $: https://x.com/finmoorhouse/status/2044933442236776794/photo/1
…in % of GDP: https://pbs.twimg.com/media/HGEN8FGWQAAN7Np?format=jpg&name=4096x4096
WSJ Exclusive: https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acde
Brockman Interview: https://www.youtube.com/watch?v=J6vYvk7R190
$1T Valuation: https://x.com/StefanFSchubert/status/2045039686997967082
Emotions: https://www.patreon.com/c/aiexplained/posts
https://lmcouncil.ai/benchmarks
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
The model, the mythos, the legend. We have a new best AI model, but not all of us. How good is it, what does it’s new offensive capabilities mean? Why does it’s 244 page report card remind me of Her, and why did the creator of Claude Code call it ‘terrifying’. 30+ highlights sourced by reading the paper in full, old-school, no AI summary.
https://80000hours.org/aiexplained
Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:56 - Internal Release + Availability
02:37 - General Capabilities
05:12 - Self-improvement?
06:15 - ‘Terrifying’ Landscape
11:07 - Safety Decision
13:22 - Coding
14:49 - Alignment, Awareness
19:52 - GUI for Agents/Claws + Hallucinations
21:34 - …Emotions?
25:29 - Her connection
244-page System Card: https://www-cdn.anthropic.com/8b8380204f74670be75e81c820ca8dda846ab289.pdf
Project Glasswing: https://www.anthropic.com/glasswing
Zero-Day Details: https://red.anthropic.com/2026/mythos-preview/
Mythos ‘terrifying’: https://x.com/bcherny/status/2041605852382351666
New Yorker Altman/Amodei: https://archive.fo/20260406100412/https://www.newyorker.com/magazine/2026/04/13/sam-altman-may-control-our-future-can-he-be-trusted
Alignment Risk Update: https://www-cdn.anthropic.com/79c2d46d997783b9d2fb3241de43218158e5f25c.pdf
In a Park: https://x.com/sleepinyourhat/status/2041584808514744742
“Uhm” - https://x.com/thsottiaux/status/2041749947385815109
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
First look at exclusive reports about OpenAI's new Spud model, and the model Anthropic think will stir governments to urgency, all in the context of the newly-launched ARC-AGI-3. What does the extreme difficulty of that benchmarks, and its quirky scoring metrics, mean for AI in 2026?
https://assemblyai.com/aiexplained
Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:55 - OpenAI Side Quests
01:58 - Claude New Model Coming + Universal Equity?
03:13 - ARC-AGI 3
05:00 - Intentional or Unintentional Gaming?
07:11 - But is it AGI Harbinger? No Harness
09:41 - Not the First
12:32 - Automated Researcher
15:00 - Claw Caveat
Spud: https://www.theinformation.com/articles/openai-ceo-shifts-responsibilities-preps-spud-ai-model?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=bluesky%2Cfacebook%2Clinkedin%2Cthreads%2Ctwitter&rc=sy0ihq
FT: OpenAI Special Model: https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d?syn-25a6b1a6=1
Jensen Huang: https://www.forbes.com/sites/antoniopequenoiv/2026/03/23/nvidias-jensen-huang-says-he-thinks-weve-achieved-agi/
Axios Article: https://archive.fo/20260326100140/https://www.axios.com/2026/03/26/anthropic-pentagon-ai-deal#selection-827.0-829.257
https://arcprize.org/arc-agi/3
ARC AGI 3 Paper: https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdf
NetHack Leaderboard: https://balrogai.com/
Paper: https://ai.meta.com/research/publications/the-nethack-learning-environment/
https://x.com/_rockt/status/2036864121585438995
Claw Shells: https://x.com/DrJimFan/status/2036494601750716711
OpenAI Automated Researcher: https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/
Patreon Post: https://www.patreon.com/c/aiexplained/posts
Eng Jobs: https://x.com/lennysan/status/2036535460726767793
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
Just 48 hours after releasing GPT 5.3 Instant, OpenAI have released GPT 5.4 Thinking, so either their is an imminent singularity or perhaps we are being distracted from other news. This video will give 9 crucial bits of context, not just on the GPT 5.4 drop but on the background to the meltdown between the Pentagon and Anthropic. What does this say about the state of AI progress, your job, and what is next.
Check out my fast-growing (!) app, free to use, and code INSIDER15 for 15% off paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
01:06: GPT 5.4 Breakdown
05:06 - Closing the Loop
06:35 - Spiky Performance
10:31 - Advice
11:32 - Less Encouraging Developments - Fired Like Dogs
17:45 - But Used in Iran
GPT 5.4: https://openai.com/index/introducing-gpt-5-4/
Hallucinations: https://artificialanalysis.ai/evaluations/omniscience
Investment Banking Bench: https://x.com/bradlightcap/status/2029684672343728452
Move 37: https://x.com/nasqret/status/2029628846518010099
System Card: https://deploymentsafety.openai.com/gpt-5-4-thinking/gpt-5-4-thinking.pdf
Prediction Market Scandal: https://www.wired.com/story/openai-fires-employee-insider-trading-polymarket-kalshi/
GPT 5.3 Instant: https://openai.com/index/gpt-5-3-instant/
GDPVal: https://openai.com/index/gdpval/
Claude in Iran: https://www.washingtonpost.com/technology/2026/03/04/anthropic-ai-iran-campaign
‘Like Dogs’: https://x.com/AndrewCurran_/status/2029605783311470679
Altman leak: https://www.cnbc.com/2026/03/03/sam-altman-tells-openai-staff-operational-decisions-up-to-government.html
Original 2024 Switch: https://archive.fo/20240116172526/https://www.bloomberg.com/news/articles/2024-01-16/openai-working-with-us-military-on-cybersecurity-tools-for-veterans#selection-6173.83-6173.226
Amodei Original Memo: https://www.theinformation.com/articles/read-anthropic-ceos-memo-attacking-openais-mendacious-pentagon-announcement?rc=sy0ihq
Anthropic Apology: https://www.anthropic.com/news/where-stand-department-war
OpenAI Employee Reaction: https://x.com/tszzl/status/2029334980481212820
DoD Suppler Risk: https://www.cnbc.com/amp/2026/03/05/anthropic-pentagon-ai-claude-iran.html
Atlantic Exclusive: https://archive.fo/20260301152646/https://www.theatlantic.com/technology/2026/03/inside-anthropics-killer-robot-dispute-with-the-pentagon/686200/#selection-941.61-941.212
No Negotiation: https://x.com/USWREMichael/status/2029754965778907493
$20B Doubling: https://archive.ph/20260304111124/https://www.bloomberg.com/news/articles/2026-03-03/anthropic-nears-20-billion-revenue-run-rate-amid-pentagon-feud
March 2022 Interview: https://www.youtube.com/watch?v=uAA6PZkek4A
https://lmcouncil.ai/
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Will Anthropic be forced to make a version of Claude for war? And does a new paper expose the risks of Claude agents, in both OpenClaw and the field of war? Plus, 5 more twists in the story of the Pentagon versus Anthropic + some AI lab employees, and a petition that could change everything, or nothing...
Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:44 - Deadline Day + Petition
02:42 - Twist 1: Existing Deal
03:26 - Twist 2: Existing Policy
04:21 - Twist 3: Twin Threats
05:54 - Twist 4: Interesting Objections
11:32 - Twist 5: Anthropic’s Dropped Policy
Dario Statement: https://www.anthropic.com/news/statement-department-of-war
Google/OpenAI Petition: https://notdivided.org/
Axios on Amodei Rejection: https://www.axios.com/2026/02/26/anthropic-rejects-pentagon-ai-terms
FT on US Threat: https://www.ft.com/content/11d27612-d6c5-4cf7-94dd-f65603549b7f
Politico on Latest: https://archive.ph/20260227013117/https://www.politico.com/news/2026/02/26/incoherent-hegseths-anthropic-ultimatum-confounds-ai-policymakers-00800135
The Verge on Current Deal: https://www.theverge.com/ai-artificial-intelligence/883456/anthropic-pentagon-department-of-defense-negotiations
Anthropic RSP change: https://www.anthropic.com/news/responsible-scaling-policy-v3
Time Magazine on RSP: https://time.com/7380854/exclusive-anthropic-drops-flagship-safety-pledge/
Agent of Chaos Paper: https://x.com/NatalieShapira/status/2026062499599319526
AI Agent Reliability Paper: https://arxiv.org/pdf/2602.16666
My Patreon Video: https://www.patreon.com/posts/real-mystery-ai-151647211
Patreon Documentary: https://www.patreon.com/posts/our-new-age-of-133960279
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
Do we have a new best AI model, or do we have the downfall of benchmarks in general, as a way of capturing machine intelligence? Full breakdown of Gemini 3.1 Pro, guest-starring the new Sonnet 4.6, plus analysis from 7 papers/posts that will give you much needed context. Oh, and a new record on Simple Bench!
https://epoch.ai/ai-explained-datacenters
Check out my fast-growing (!) app, free to use, and code INSIDER15 for Pro: https://lmcouncil.ai
AI Insiders ($9!): https://www.patreon.com/AIExplained
Chapters:
00:00 - Introduction
00:30 - Post-training Dominance
04:00 - ARC-AGI 2 Caveat
05:54 - Simple Bench Record
08:22 - Hallucination Caveat
10:05 - Model Card
11:12 - Exponential Coming
12:20 - Amodei on Generalizing
15:10 - One True Benchmark?
17:02 - Other Metrics…
Gemini 3.1 Model Card: https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-1-Pro-Model-Card.pdf
Release: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/
Where are Agents deployed?: https://www.anthropic.com/research/measuring-agent-autonomy
Newsletter Post: https://signaltonoise.beehiiv.com/p/4-ai-numbers-that-surprised-me-this-week
Hallucination AA: https://artificialanalysis.ai/evaluations/omniscience
Melanie Mitchell: https://x.com/MelMitchell1/status/2022738363548340526
ARC-AGI-2: https://x.com/arcprize/status/2024522812728496470/photo/1
Chollet on Agentic Coding and ML: https://x.com/fchollet/status/2024519439140737442
METR Caveat: https://metr.org/notes/2026-01-22-time-horizon-limitations/
Talaas Fast: https://chatjimmy.ai/
Amodei Interview Continual learning: https://www.dwarkesh.com/p/dario-amodei-2?open=false#%C2%A7002942-is-continual-learning-necessary-how-will-it-be-solved
Metaculus FutureEval: https://www.metaculus.com/futureeval/
Next Vid to Watch: https://www.patreon.com/posts/what-you-need-to-150647292
Non-hype Newsletter: https://signaltonoise.beehiiv.com/
Podcast: https://aiexplainedopodcast.buzzsprout.com/
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