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Didn't Make the Cut

These events were reviewed by our 3-model convergence process (Gemini, GPT-4o, Claude) and rejected — the majority of AI models agreed they don't belong on the history timeline.

Disagree? Every rejection links to its GitHub issue where you can challenge the verdict.

Apr 20, 2026

Critical 'By Design' Flaw Discovered in Anthropic’s Model Context Protocol (MCP)

Rejected

Cybersecurity researchers identified a critical 'by design' vulnerability in Anthropic’s Model Context Protocol (MCP), potentially enabling remote code execution (RCE) across thousands of AI-integrated software packages.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 20, 2026

Hannover Messe 2026 Highlights Industrial AI and Germany's Computing Ambition

Rejected

The Hannover Messe industrial trade fair opened with a significant focus on 'Industrial AI' and humanoid robots. NVIDIA and its partners showcased AI-driven manufacturing solutions, including agentic design and real-time digital twins. German Chancellor Friedrich Merz underscored AI's pivotal role in achieving Germany's goal of doubling its computing capacity by 2030, signaling a national commitment to industrial AI infrastructure.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 19, 2026

SK hynix Begins Mass Production of Next-Gen Memory for NVIDIA's Vera Rubin Platform

Rejected

SK hynix announced the mass production of 192GB SOCAMM2 memory modules, specifically engineered to eliminate memory bottlenecks in the training of large language models (LLMs) on NVIDIA’s forthcoming Vera Rubin platform.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 19, 2026

Hannover Messe 2026 Centers on Industrial AI, Humanoid Robotics, and Computing Capacity

Rejected

The world's largest industrial trade fair, Hannover Messe, opened with industrial AI and humanoid robots as central themes. German Chancellor Friedrich Merz stressed AI's role in boosting productivity and competitiveness, announcing plans to double Germany's computing capacity by 2030. NVIDIA also demonstrated "agentic design" and Industrial AI Cloud applications at the event.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 19, 2026

OpenAI Codex Gains Direct Operating System Control

Rejected

A significant update to the OpenAI Codex app now enables the AI to directly control macOS and Windows operating systems, allowing it to perform complex tasks across multiple applications autonomously. This marks a major leap in AI autonomy and its integration into daily computing.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 19, 2026

Google Begins Global Rollout of Chrome "AI Mode"

Rejected

Google has initiated the global rollout of a native AI Mode within its Chrome browser, integrating Gemini capabilities directly for real-time article summarization and contextual Q&A. This move brings advanced AI features to millions of users, fundamentally altering web browsing and information consumption.

Gemini: ABSTAIN GPT-4o: ACCEPT Claude: REJECT(11)
Apr 18, 2026

Mira Murati's Thinking Machine Labs Secures $2 Billion in Funding

Rejected

Mira Murati's new AI venture, Thinking Machine Labs, has raised $2 billion, signaling significant investment in cutting-edge AI research and development.

Gemini: ACCEPT GPT-4o: REJECT Claude: REJECT(12)
Apr 18, 2026

Fei-Fei Li's Spatial Intelligence Startup World Labs Valued Over $1 Billion

Rejected

Fei-Fei Li's spatial intelligence startup, World Labs, achieved a valuation of over $1 billion, indicating strong investor confidence in its innovative AI applications.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 16, 2026

Elon Musk Reportedly Pursues Tesla/SpaceX 'Terafab' Project for Humanoid Robot AI

Rejected

Reports indicate that Elon Musk is initiating a joint venture between Tesla and SpaceX to establish a 'Terafab,' a facility designed to supply 1 terawatt of annual computing capacity. This ambitious project aims to produce custom semiconductors specifically tailored for the development and deployment of humanoid robots.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 16, 2026

Apply Digital Launches TORQ AI "Agentic Accelerator" on Google Cloud

Rejected

Apply Digital launched TORQ AI, an "agentic accelerator" on Google Cloud, designed to provide CPG, retail, and media enterprises with a production-grade path to functional AI within 30 days. This platform aims to significantly reduce the time and complexity of deploying AI solutions in businesses.

Gemini: REJECT GPT-4o: ACCEPT Claude: REJECT(12)
Apr 15, 2026

AI-Driven Chip Shortage Slows Global Internet Access for Billions

Rejected

The GSMA (telecoms industry association) warned that the massive demand for AI-specific memory chips is diverting resources away from standard networking hardware, hindering efforts to connect the 2.2 billion people worldwide who still lack internet access.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 15, 2026

Canadian NDP Calls for Federal Ban on AI 'Surveillance Pricing'

Rejected

Canada's New Democratic Party (NDP) has called for a federal ban on 'surveillance pricing,' where AI algorithms set different prices for the same item based on an individual's personal data and search history.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 14, 2026

NVIDIA Launches "Ising" Quantum AI Models

Rejected

NVIDIA announced the world’s first family of open-source quantum AI models, named NVIDIA Ising. These models are designed to accelerate the development of useful quantum computers by improving processor calibration and error-correction decoding up to 2.5 times faster than traditional methods.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 14, 2026

Google.org Expands Digital Futures Fund to $35 Million

Rejected

Google.org committed an additional $15 million, bringing its Digital Futures Fund to a total of $35 million. The fund supports independent global think tanks and academic institutions researching AI’s long-term impacts on the global economy, workforce opportunities, and cybersecurity.

Gemini: REJECT GPT-4o: ACCEPT Claude: REJECT(12)
Apr 14, 2026

Intel Launches "NeuroBridge" - A New Chip Architecture for Energy-Efficient Large Model Training

Rejected

Intel announced "NeuroBridge," a revolutionary chip architecture designed specifically for highly energy-efficient training and inference of next-generation large AI models. The new design promises a 5x improvement in compute-per-watt efficiency compared to current leading AI accelerators.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 10, 2026

Z.ai Open-Sources GLM-5.1 for Autonomous Engineering

Rejected

Z.ai has released its GLM-5.1 model under an MIT License. This model is specifically optimized for 'long-horizon autonomous engineering,' designed to handle extended autonomous tasks rather than short-burst reasoning. Its open-source nature aims to foster broader innovation and development in the field of autonomous AI systems.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Apr 8, 2026

Accenture Acquires Keepler Data Tech to Enhance Agentic AI Capabilities

Rejected

Accenture acquired Keepler Data Tech, a Spanish cloud-native AI firm. This acquisition is intended to strengthen Accenture's offerings in 'agentic AI' and data foundation services for its European enterprise clients, signaling a growing focus on integrating autonomous AI into business operations.

Gemini: ACCEPT GPT-4o: REJECT Claude: REJECT(12)
Apr 6, 2026

LLMs Demonstrate High Accuracy in Identifying Drug Safety Signals in Clinical Notes

Rejected

A multi-center study published in eBioMedicine showed that large language models (LLMs), specifically GPT-4o, can effectively identify drug safety signals and adverse events from clinical notes with high accuracy using zero-shot learning.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(12)
Apr 2, 2026

Anthropic Source Code Leak Raises Critical Concerns Over AI Intellectual Property Security

Rejected

Over 512,000 lines of source code for Anthropic's Claude Code CLI were leaked, sparking industry-wide discussions on AI intellectual property security. The incident highlights the growing challenges and vulnerabilities in protecting proprietary AI technologies.

Gemini: ACCEPT GPT-4o: ABSTAIN Claude: REJECT(11)
Apr 1, 2026

Anthropic's Claude Overtakes ChatGPT in App Store Amidst 'QuitGPT' Movement

Rejected

Anthropic's AI model, Claude, surged to the #1 spot on the U.S. App Store, surpassing ChatGPT for the first time. This shift is attributed to a 'QuitGPT' movement, where users are reportedly migrating to Claude due to Anthropic's public refusal to allow its models for mass surveillance or autonomous weapons, contrasting with OpenAI's controversial partnership with the Pentagon.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Mar 31, 2026

NVIDIA and Marvell Announce $2 Billion Strategic Partnership for AI Infrastructure

Rejected

NVIDIA announced a $2 billion investment in Marvell Technology, forming a strategic partnership to integrate Marvell into NVIDIA's AI factory and AI-RAN ecosystem. This collaboration leverages NVIDIA NVLink Fusion to enable semi-custom AI infrastructure and advance silicon photonics for 5G/6G networks.

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Mar 31, 2026

Google DeepMind unveils 'Gemini Ultra 2.0' with enhanced multimodal reasoning

Rejected

Google DeepMind announced the release of Gemini Ultra 2.0, a significant upgrade to its flagship multimodal AI model. The new version boasts enhanced reasoning capabilities across text, image, and video, demonstrating superior performance in complex scientific problem-solving and creative content generation benchmarks. Analysts predict its widespread adoption could accelerate advancements in various AI-driven applications.

Gemini: ABSTAIN GPT-4o: ACCEPT Claude: REJECT(11)
Mar 30, 2026

New $100M Political Fund Aims to Influence Pro-AI Deregulation in US Midterms

Rejected

Innovation Council Action, a new political group backed by former Trump aides and David Sacks, announced plans to spend over $100 million in the 2026 US midterms to support pro-deregulation candidates and advance the 'AI race against China.'

Gemini: ACCEPT GPT-4o: ACCEPT Claude: REJECT(22)
Mar 30, 2026

Industry Reports Highlight Enterprise AI ROI Challenges Amid Soaring Budgets

Rejected

Industry reports indicate a growing gap between soaring AI budgets and actual ROI, with only 25% of enterprises successfully moving more than 40% of their AI pilots into full production due to challenges in proving tangible returns.

Gemini: ABSTAIN GPT-4o: ACCEPT Claude: REJECT(11)
Mar 29, 2026

Memristor Breakthrough Achieves 90% Power Reduction for AI Hardware

Rejected

**Date:** 2026-03-29

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#184)
Mar 29, 2026

Meta Unveils "Hyperagents" Framework for Self-Modifying AI

Rejected

**Date:** 2026-03-29

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#183)
Mar 28, 2026

Stanford Study Reveals Pervasive "Sycophancy" in Leading AI Systems

Rejected

**Date:** 2026-03-28

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#182)
Mar 28, 2026

Anthropic Begins Internal Testing of "Mythos," Its Most Powerful AI Model

Rejected

**Date:** 2026-03-28

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#181)
Mar 28, 2026

OpenAI Closes $110 Billion Funding Round, Reaching $840 Billion Valuation

Rejected

**Date:** 2026-03-28

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#179)
Mar 28, 2026

GPT-5.4 and Gemini 3.1 Achieve Widespread Enterprise Deployment, GPT-5.4 Matches Human Experts on GDPVal Benchmark

Rejected

**Date:** 2026-03-28

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#176)
Mar 27, 2026

UK AI Security Institute Reports Five-Fold Increase in AI "Scheming" Behavior

Rejected

**Date:** 2026-03-27

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#180)
Mar 27, 2026

Open-Source Agent Framework 'OpenClaw' Goes Viral, Challenging Cloud-Based AI Dominance

Rejected

**Date:** 2026-03-27

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#178)
Mar 27, 2026

Google Unveils 'TurboQuant' Algorithm, Drastically Reducing AI Model Memory Requirements

Rejected

**Date:** 2026-03-27

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#177)
Mar 27, 2026

Santander, Visa, and Mastercard Pioneer Agentic Commerce with First Controlled Pilots

Rejected

**Date:** 2026-03-27

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#174)
Mar 26, 2026

OpenAI Discontinues Sora API and Web Platform Due to Unsustainable Economics

Rejected

**Date:** 2026-03-26

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#175)
Mar 26, 2026

NVIDIA GTC 2026 Focuses on Enterprise Agentic Deployments and New Frameworks

Rejected

**Date:** 2026-03-26

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#173)
Mar 26, 2026

U.S. Lawmakers Propose Moratorium on New AI Data Center Construction

Rejected

**Date:** 2026-03-26

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#172)
Mar 26, 2026

Microsoft Unveils Wave 3 of Microsoft 365 Copilot with "Work IQ" and "Copilot Cowork"

Rejected

**Date:** 2026-03-26

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#167)
Mar 25, 2026

Arm and Meta Collaborate on First 'AGI CPU' for Reasoning Requirements

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#171)
Mar 25, 2026

Anthropic Launches Research Preview of 'Claude Computer Use' for Autonomous Interface Control

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#170)
Mar 25, 2026

OpenAI Pivots Strategy: Discontinues Sora, Ends Disney Partnership, Secures AWS Government Contract

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#169)
Mar 25, 2026

NVIDIA Unveils Groq 3 LPU and Vera Rubin Systems, Acquires Groq for $20B

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#168)
Mar 25, 2026

Japan Health Ministry Approves AI for Initial Diagnostic Image Review

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#166)
Mar 25, 2026

Google and University of Hawaiʻi Unveil AI Co-Scientist System

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#161)
Mar 25, 2026

Redwood AI Presents Reactosphere for Drug Discovery

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#159)
Mar 25, 2026

Arm Launches AGI CPU for Agentic AI

Rejected

**Date:** 2026-03-25

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#155)
Mar 24, 2026

Cambridge Researchers Develop Energy-Efficient AI Memristor

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#165)
Mar 24, 2026

Meta Announces New Custom AI Chips (MTIA 300-500)

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#164)
Mar 24, 2026

U.S. Releases National AI Policy Framework

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#163)
Mar 24, 2026

OpenClaw Open-Source AI Agent Framework Gains Mass Adoption

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#162)
Mar 24, 2026

Landmark Study Reveals Explainable AI Strategy for Chemical Catalysis Discovery

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#160)
Mar 24, 2026

ChartHop Debuts AI Pro with 'Agentic Actions'

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#158)
Mar 24, 2026

Washington State Enacts Landmark AI Safety Legislation

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#156)
Mar 24, 2026

Meta and AMD Announce $60 Billion GPU Pact; Thinking Machines Labs Secures 1GW NVIDIA Compute

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#153)
Mar 24, 2026

OpenAI Raises $110 Billion at $730 Billion Valuation

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#152)
Mar 24, 2026

Anthropic Faces Pentagon in Court Over AI Military Use

Rejected

**Date:** 2026-03-24

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#150)
Mar 23, 2026

Confirm Launches Unified AI Agents HR Platform

Rejected

**Date:** 2026-03-23

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#157)
Mar 23, 2026

Elon Musk Announces 'Terafab' for Terawatt-Scale AI Chip Manufacturing

Rejected

**Date:** 2026-03-23

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#154)
Mar 23, 2026

White House Unveils National AI Policy Framework

Rejected

**Date:** 2026-03-23

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#149)
Mar 10, 2026

Yann LeCun's AI Startup Raises $1B+ in Europe's Largest Seed Round

Rejected

**Date:** 2026-03-10

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#148)
Mar 10, 2026

Anthropic Sues Pentagon Over 'Supply Chain Risk' Designation

Rejected

**Date:** 2026-03-10

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#147)
Mar 5, 2026

Timeline Event: Meta Opens WhatsApp to Rival AI Chatbots in EU

Rejected

Regulatory pressure forces Meta to allow third-party AI assistants inside WhatsApp in Europe.

💬 Challenge this verdict (#89)
Mar 4, 2026

[Analysis] Model convergence question underestimates benchmark parity

Rejected

**Item:** Open Question 1 — "Will AI models converge in capability?" (Status: Partial)

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#45)
Mar 4, 2026

[Missing Event] LLaMA weights leak + Stanford Alpaca (March 2023) — the real open-source ignition

Rejected

**Item:** Timeline mentions LLaMA release (Feb 2023) but misses the actual catalyst.

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#44)
Mar 4, 2026

[Accuracy] 128K-200K 'standard' in Dec 2024 is outdated — frontier was already at 1M+

Rejected

**Item:** Timeline entry #35 — "2024-12 — Context Windows: 128K-200K Becomes Standard"

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#43)
Mar 4, 2026

[Bias] Timeline has zero entries for AI ethics, bias, or labor impact

Rejected

**Gap:** The timeline covers model releases, funding rounds, and technical milestones but has almost nothing about AI's societal impact beyond two policy entries (Biden EO and UK Safety Summit).

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#42)
Mar 4, 2026

[Analysis] Moravec's Paradox misapplied to software agents

Rejected

**Item:** Open Question 13 — "Why don't we have reliable agents yet?" (Uses Moravec's Paradox framing)

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#41)
Mar 4, 2026

[Accuracy] Funding entries confuse raise amount with valuation

Rejected

**Item:** Timeline entries #38 and #39:

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#40)
Mar 4, 2026

[Date Error] Gemini 1.5 Pro 1M context was February 2024, not May

Rejected

**Item:** Timeline entry #32 — "2024-05 — Gemini 1.5 Pro 1M Context Window"

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#39)
Mar 4, 2026

[Missing Event] InstructGPT / RLHF (2022) — The alignment breakthrough that enabled ChatGPT

Rejected

**Gap:** The timeline shows ChatGPT (Nov 2022) but doesn't explain WHY it worked. InstructGPT and RLHF are the answer.

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#38)
Mar 4, 2026

[Date Error] xAI $6B funding duplicated — two entries for the same raise

Rejected

**Item:** Timeline entries #33 (June 2024) and #34 (August 2024) both list "xAI raises $6B"

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#37)
Mar 4, 2026

[Accuracy] Hallucinations marked 'Resolved — No' is contested

Rejected

**Item:** Open Question 8 — "Are hallucinations a fundamental problem?" (Status: Resolved — No)

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#36)
Mar 4, 2026

[Accuracy] RAG marked 'Resolved/Obsolete' is premature — models disagree

Rejected

**Item:** Open Question 3 — "Is RAG the right architecture for AI memory?" (Status: Resolved — Mostly Resolved)

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#35)
Mar 4, 2026

[Missing Event] Word2Vec (2013) and Chinchilla Scaling Laws (2022)

Rejected

Two foundational research milestones are missing from the timeline:

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#34)
Mar 4, 2026

[Missing Event] AlphaFold 2 (2020) — AI solves protein folding

Rejected

**Gap:** The timeline has zero entries for AI in scientific discovery. AlphaFold 2 is arguably the single most impactful real-world AI application to date.

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#33)
Mar 4, 2026

[Missing Event] BERT (2018) — The bidirectional transformer breakthrough

Rejected

**Gap:** Timeline lists GPT-1 (June 2018) but completely omits BERT (October 2018).

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#32)
Mar 4, 2026

[Date Error] First AI Winter started ~1973, not 1969

Rejected

**Item:** Timeline entry "1969-01 — First AI Winter Begins"

💬 Challenge this verdict (#31)
Mar 4, 2026

[Question] How much of a parallelization penalty do multi-agent systems pay?

Rejected

**Status:** 🔴 Still Open | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#30)
Mar 4, 2026

[Question] Will AI cause explosive economic growth?

Rejected

**Status:** 🔴 Still Open | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#29)
Mar 4, 2026

[Question] Why does test-time compute keep helping even at absurd scale?

Rejected

**Status:** 🔴 Still Open | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#28)
Mar 4, 2026

[Question] Can AI achieve superhuman science without human-level learning efficiency?

Rejected

**Status:** 🔴 Still Open | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#27)
Mar 4, 2026

[Question] Why are all AI labs converging on the same architecture?

Rejected

**Status:** 🔴 Still Open | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#26)
Mar 4, 2026

[Question] Why haven't LLMs made genuine scientific discoveries?

Rejected

**Status:** 🔴 Still Open | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#25)
Mar 4, 2026

[Question] When will RL become the dominant training workload?

Rejected

**Status:** 🟡 Partially Resolved | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#24)
Mar 4, 2026

[Question] Why don't we have reliable agents yet? (Moravec's Paradox)

Rejected

**Status:** 🟡 Partially Resolved | **Inspired by:** [Dwarkesh Patel](https://www.dwarkesh.com/p/questions-about-ai)

💬 Challenge this verdict (#23)
Mar 4, 2026

[Debate] What happens to junior developer roles in an AI-first world?

Rejected

If AI handles most coding, how do juniors learn?

💬 Challenge this verdict (#22)
Mar 4, 2026

[Debate] Is the 'AI replaces search' thesis playing out?

Rejected

Google's dominance was supposed to be threatened by AI chat. How's that going?

💬 Challenge this verdict (#21)
Mar 4, 2026

[Debate] Will AI increase or decrease global inequality?

Rejected

AI could go either way:

💬 Challenge this verdict (#20)
Mar 4, 2026

[Debate] Is AGI 2-3 years away or still decades out?

Rejected

Opinions range wildly:

💬 Challenge this verdict (#19)
Mar 4, 2026

[Debate] Are we in an AI bubble or a genuine paradigm shift?

Rejected

The biggest meta-question of this era.

💬 Challenge this verdict (#18)
Mar 4, 2026

[Question] Can agents run autonomously for extended periods?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#12)
Mar 4, 2026

[Question] Will AI coding become a leisure activity? (Currently marked: Emerging Yes)

Rejected

**Status:** 🟢 Emerging Yes

💬 Challenge this verdict (#11)
Mar 4, 2026

[Question] Will AI replace human programmers?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#10)
Mar 4, 2026

[Question] How far will context windows go?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#9)
Mar 4, 2026

[Question] Are hallucinations a fundamental problem? (Currently marked: Resolved — No)

Rejected

**Status:** 🟢 Resolved — No

💬 Challenge this verdict (#8)
Mar 4, 2026

[Question] Will synthetic data / RLVR replace pre-training?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#7)
Mar 4, 2026

[Question] What's the real bottleneck for AI scaling?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#6)
Mar 4, 2026

[Question] Is the AI lab funding bubble sustainable?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#5)
Mar 4, 2026

[Question] Will frontier AI costs keep falling? (Currently marked: Resolved — Yes)

Rejected

**Status:** 🟢 Resolved — Yes

💬 Challenge this verdict (#4)
Mar 4, 2026

[Question] Is RAG obsolete? (Currently marked: Mostly Resolved)

Rejected

**Status:** 🟢 Mostly Resolved

💬 Challenge this verdict (#3)
Mar 4, 2026

[Question] Will open-source AI keep up with frontier labs?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#2)
Mar 4, 2026

[Question] Will AI models converge in capability?

Rejected

**Status:** 🟡 Partially Resolved

💬 Challenge this verdict (#1)
Feb 28, 2026

Timeline Addition: Pentagon Designates Anthropic a 'Supply Chain Risk'

Rejected

**Date:** 2026-02-28 | **Category:** Policy

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#80)
Jan 1, 1966

ELIZA — First Chatbot

Rejected

**Date:** 1966-01-01

Gemini: reject GPT-4o: reject Claude: reject(03)
💬 Challenge this verdict (#97)
🔓

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