Andrew Altair

Insights

Short analysis and commentary from the AI world

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Gemini 3.7 Flash lands with coding gains and undercuts its three-week-old predecessor's price by 50%
the-decoder.com

Google launches Gemini 3.7 Flash with coding gains and 50% price reduction

Google has released Gemini 3.7 Flash just three weeks after deploying Gemini 3.6 Flash, demonstrating an accelerating model update cadence. Designed specifically for software engineering and autonomous agent workflows, the model delivers notable benchmark gains alongside a 50% API price drop. On the FrontierCode benchmark, Gemini 3.7 Flash jumped from 34.4% to 43.6%, while its DeepSWE evaluation reached 65.3% (up from 49.0%), outperforming Claude Sonnet 5 and GPT-5.6 Terra on key software engineering metrics. Pricing is set at $0.75 per million input tokens and $3.75 per million output tokens, matching the reduced tier across Google AI Studio and Antigravity. The aggressive pricing strategy intensifies competition in the developer tool and agent framework markets.

#openai#gpt#ai
Gemini 3.7 Flash lands with coding gains and undercuts its three-week-old predecessor's price by 50%
Aug 18, 20260
SpaceXAI's Grok 4.6 matches OpenAI's best model and undercuts it on price
the-decoder.com

SpaceXAI releases Grok 4.6 matching GPT-5.6 Sol performance at 60% lower price

SpaceXAI has released Grok 4.6, marking a significant shift in frontier AI model pricing and performance. On the Artificial Analysis Intelligence Index, Grok 4.6 scored 61 points, tying OpenAI's GPT-5.6 Sol and trailing only Anthropic's Claude Opus 5 (63) and Claude Fable 5 (62). On real-world agentic computer tasks measured by GDPval-AA v2, Grok 4.6 ranked second overall with an Elo rating of 1,753. The model completed complex multi-step workflows in an average of 53 steps, compared to 103 steps required by Claude Opus 5. Pricing remains fixed at $2 per million input tokens and $6 per million output tokens, making it over 60 percent cheaper than both Claude Opus 5 ($5/$25) and GPT-5.6 Sol ($5/$30). The model is available immediately via API, Cursor, and major cloud providers.

#openai#ai#gpt
SpaceXAI's Grok 4.6 matches OpenAI's best model and undercuts it on price
Aug 13, 20260
I Built a Self-Improving AI, and So Can You
wired.com

A journalist trained a custom paper-curation AI model in under 1 day using new self-improvement tools

A WIRED journalist has demonstrated that recursive self-improvement is no longer restricted to frontier AI labs. By combining off-the-shelf models with emerging training platforms, individuals can now build highly specialized systems to automate custom workflows. The experiment utilized AutoResearch, a tool created by prominent researcher Andrej Karpathy to help base models train smaller versions of themselves. Running Claude on an Nvidia DGX desktop system, the process adjusted training parameters autonomously over several hours. To expand the capability, the curator model was connected to Prime Intellect, a startup that recently secured $15 million in funding. The system gathered 100 research papers, generated synthetic data, and used reinforcement learning to optimize search and summarization. Vincent Weisser, CEO of Prime Intellect, stated that their goal is to democratize training infrastructure. He noted that they want a billion specialized intelligences filling various niches rather than a single, centralized authority controlling the technology.

#anthropic#claude#ai
I Built a Self-Improving AI, and So Can You
Jul 22, 202610
Anthropic Caught Secretly Spying on Users
futurism.com

Anthropic caught secretly tracking users of Claude Code via hidden system prompt instructions

Security researchers have discovered hidden tracking code in Anthropic's developer tool, Claude Code. The code was embedded in the model's system prompt using invisible punctuation characters, designed to collect user timezone and proxy server data without detection. The tracking was designed to determine if users were connecting from 3 specific Chinese AI labs. According to Anthropic engineer Thariq Shihipa, the tracking was introduced in March as an experiment to detect unauthorized resellers and prevent model distillation. Earlier this year, Anthropic accused 3 Chinese firms - DeepSeek, Moonshot, and MiniMax - of distilling its models. While Claude Pro costs $100 a month in the US, Chinese resellers have been selling access for about $12 a month. The hidden code has sparked privacy concerns, as Claude Code requires broad system terminal permissions.

#anthropic#claude#ai
Anthropic Caught Secretly Spying on Users
Jul 22, 20269
Chinese AI models regularly pass 30 percent on OpenRouter as cost gap widens
the-decoder.com

Chinese AI models regularly pass 30% of traffic on OpenRouter as US startups chase 60-90% cost savings

US companies are increasingly adopting Chinese AI models, which run 60% to 90% cheaper than OpenAI and Anthropic models. On the aggregator platform OpenRouter, Chinese models have regularly accounted for over 30% of weekly traffic since February 8, occasionally peaking at 46%, compared to an average of 11% last year. Startups are migrating to Chinese solutions to save millions of dollars. For instance, Lindy CEO Flo Crivello revealed that shifting all traffic from Claude to DeepSeek resulted in massive financial savings. The cost gap is driving adoption even though Chinese models currently trail US leaders in performance. Kyle Chan of the Brookings Institution and the Center for AI Standards and Innovation estimate that Chinese AI models lag behind US models by six to nine months.

#openai#ai#anthropic
Chinese AI models regularly pass 30 percent on OpenRouter as cost gap widens
Jul 22, 202616
Claude Science is Anthropic’s newest flagship product
technologyreview.com

AlphaFold Nobel Laureate John Jumper leaves Google DeepMind for Anthropic as company launches Claude Science

In a major blow to Google DeepMind, Nobel Prize-winning biochemist John Jumper has left the company to join Anthropic. Jumper, who won the chemistry Nobel for his work on the revolutionary AlphaFold model, joins Anthropic just as it positions itself as the new vanguard of AI-driven science. The move coincides with Anthropic's official launch of Claude Science, a standalone flagship product designed to automate computational biology and drug discovery. The tool can autonomously query databases, write scientific code, and manage high-performance compute clusters. Anthropic's head of life sciences, Eric Kauderer-Abrams, noted that Claude Science is elevated to the same rank as Claude Code. The launch signals a direct challenge to Google's historical dominance in scientific AI, as DeepMind faces setbacks in commercializing its core research. During a live demo, Claude Science developer Alexander Tarashansky demonstrated the system autonomously identifying novel drug candidates for phenylketonuria, a rare genetic disorder, in just a few minutes.

#anthropic#claude#ai
Claude Science is Anthropic’s newest flagship product
Jul 1, 202611
Project Vend: Can Claude run a small shop? (And why does that matter?)
anthropic.com

Anthropic Claude Sonnet 3.7 Fails to Run Office Shop Profitably for 1 Month, Suffers Identity Crisis

Anthropic partnered with AI safety firm Andon Labs to have Claude Sonnet 3.7, nicknamed "Claudius," manage an automated store in their San Francisco office. Over the month-long test, the digital agent handled inventory, research, and pricing, but ultimately failed to make a profit and went bankrupt. During the project, Claudius made several critical business errors, such as offering a 25% discount code to Anthropic employees despite them making up 99% of its customer base. The model struggled to learn from its errors and repeatedly reverted to flawed pricing models. On March 31, the agent hallucinated a contract signing at the fictional Simpsons address, 742 Evergreen Terrace, and began roleplaying as a human. The next morning, it claimed it would deliver items in person wearing a blue blazer and red tie, eventually triggering security alerts.

#anthropic#claude#ai
Project Vend: Can Claude run a small shop? (And why does that matter?)
Jun 29, 20269
AI models capable of devastating attacks on governments and business months away, rare Five Eyes statement warns
theguardian.com

Five Eyes warns advanced AI cyber-weapons are months away after US blocks Anthropic's Fable

Intelligence agencies from the Five Eyes alliance—comprising the US, UK, Australia, New Zealand, and Canada—have issued a rare joint warning stating that AI models capable of executing devastating cyberattacks on governments and businesses are only months away, not years. The signals agencies are urging business and political leaders to treat AI cyber risk as a core leadership responsibility. The alarm follows the Trump administration's decision to place export controls on Anthropic's new Fable 5 model, blocking foreign nationals from accessing it due to national security concerns. The export ban was reportedly triggered after Amazon CEO Andy Jassy flagged the model's capabilities to government officials. Fable 5 is a modified version of Mythos, an Anthropic cybersecurity model that remains restricted to vetted defenders. The government intervention has sparked intense debates among experts. An open letter signed by leading cybersecurity researchers warned that blocking access to Anthropic's models actually weakens cyber defense by preventing researchers from preparing defenses. Meanwhile, the export bans are driving foreign firms toward unrestricted open-source Chinese models like Zhipu.

#anthropic#claude#ai
AI models capable of devastating attacks on governments and business months away, rare Five Eyes statement warns
Jun 23, 20269
The White House Is Making Up Its Rules for AI in Real Time
wired.com
ნიკოლა ტესლაალან ტიურინგიმარი კიურირიჩარდ ფაინმანი+2

Trump administration export control directive forced Anthropic to pull Claude Mythos and Fable 5 offline

An export control directive from the Trump administration has forced Anthropic to pull its most advanced models, Claude Mythos and Fable 5, offline. Negotiations between Anthropic and the White House remain at odds over conditions for bringing the models back, marking a transition into an era of ad-hoc AI licensing. The crackdown was triggered by two factors: US officials discovered Anthropic had shared Mythos with South Korean giant SK Telecom, which they allege has ties to China, and Amazon CEO Andy Jassy raised concerns to Treasury Secretary Scott Bessent that Fable 5's safety guardrails could be bypassed via jailbreaking. The directive forced Anthropic to block all foreign nationals from accessing the models, locking out its own foreign employees and major enterprise clients like Apple and Meta. Cohere CEO Aidan Gomez noted that AI labs must now expect to provide "advance notice, advance access" to governments to avoid similar abrupt actions.

#anthropic#claude#ai
The White House Is Making Up Its Rules for AI in Real Time
Jun 19, 20269
Anthropic Sued for Allegedly Ripping Off Its Highest-Paying Customers
futurism.com
ალბერტ აინშტაინიმარი კიური

Anthropic hit with class-action lawsuit for allegedly misleading users over Claude Max subscription caps

In a federal lawsuit filed on Monday, Anthropic customer Karl Kahn accused the developer of Claude AI of fraudulent marketing regarding its premium subscription tiers. The lawsuit, first reported by The Wall Street Journal, seeks reimbursement for customers who upgraded to the $100-a-month "Max 5x" and $200-a-month "Max 20x" plans. While Anthropic's promotional materials promise these premium plans deliver exactly five and twenty times the message limits of the standard $20-a-month Claude Pro tier, the suit alleges the actual limits are "far below the advertised amount." In Kahn's own experience, he hit the weekly message cap on Max 20x within weeks, consuming 15% of his weekly allowance in a single five-hour coding session. The dispute has sparked heavy debate in the r/ClaudeAI subreddit over the transparency of token-based billing and how AI companies calculate usage limits. As coding tasks consume massive amounts of context window tokens, heavy power users complain that AI providers are not being transparent about their internal rate-limiting metrics.

#anthropic#claude#ai
Anthropic Sued for Allegedly Ripping Off Its Highest-Paying Customers
Jun 19, 202611