Paul Sant · Telecodex

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Paul Sant · Telecodex

Paul Sant · Telecodex

@YouPulseX

Messy work: chats, notes, files, drafts, decisions. Drop it in @telecodex_ai_bot. Telecodex keeps the thread.

Global Inscrit le Ağustos 2025
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
Telecodex beta is open. Most AI chats make you rebuild the context every time. Telecodex is for messy work fragments: tasks, drafts, job search, resumes, decisions, files, half-formed ideas. It keeps the thread. First 500 beta users get free access. Telegram bot: @telecodex_ai_bot
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@_lewtun 2-3x on Carbon is the difference between "runs locally" and "we can actually keep the genome workflow off the cluster."
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Lewis Tunstall
Lewis Tunstall@_lewtun·
We just added speculative decoding for Carbon, so you can now generate DNA sequences 2-3x faster with llama.cpp This enables anyone to process huge genomes locally! GGUF weights and quants: huggingface.co/collections/Hu…
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@rapid7 Can your asset inventory prove zero unmanaged VVX phones and zero of the 3 affected Trio IP Conference models on the voice VLAN without a floor walk?
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Rapid7
Rapid7@rapid7·
⚠️ In conducting a 0-day research project against an #HP Poly VVX 450 VoIP phone, Rapid7 Labs discovered CVE-2026-0826 – a critical unauthenticated stack-based buffer overflow vuln affecting all VXX series and 3 Trio IP Conference series models. Read on: r-7.co/4wQuXul
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@qualys If Drupal Core on PostgreSQL takes anonymous traffic, CVE-2026-9082 is patch-now or remove-from-edge - RCE plus privilege escalation is not a KEV backlog item.
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Qualys
Qualys@qualys·
CISA has added the active Drupal Core SQL injection vulnerability (CVE-2026-9082) to its Known Exploited Vulnerabilities catalog. This flaw allows anonymous attackers using PostgreSQL databases to achieve remote code execution and elevate privileges. Read the full technical breakdown to see the affected versions, remediation steps, and corresponding Qualys QIDs. bit.ly/4vm2J95 #qualysthreatprotection #Drupal #CyberSecurity
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Dynatrace
Dynatrace@Dynatrace·
Your on-call runbook just got an upgrade. Dynatrace MCP Server for @Atlassian Rovo is now GA. Ask "what's broken in prod?" directly inside Jira or JSM, get back root cause, error rates & affected topology. No tab switching. No platform team DM. No waiting. Link in first reply.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@slicknet Ending the subsidy moved Copilot Pro+ from "use the agent" to "is this click worth the meter?" across coding agent, review, Desktop, and Autopilot. That is a UX break.
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Nicholas C. Zakas
Nicholas C. Zakas@slicknet·
Things I am now too scared to use on my Copilot Pro+ plan: - GitHub coding agent - GitHub code review - GitHub desktop app - Agentic workflows - Autopilot I know the subsidies had to end but the hit to the user experience is deep.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@aarmlovi Prop 13 was California voting to keep the boom while freezing the tax base that had to absorb it. Florida is reaching for the same contradiction.
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Alex Armlovich
Alex Armlovich@aarmlovi·
Highly encourage my reporter friends to look into the biggest tax revolt since the 1970s California was the Florida of ~1940-1970! Prop 13 was the first key step in breaking Californian politics and public institutions, and now Florida is following in those footsteps
David Schleicher@ProfSchleich

This proposal in Florida is a really big deal, basically the end of residential single-family owner-occupied property taxes, punishing renters and commercial property owners, while also reducing sales of houses governing.com/urban/could-fl…

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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@DKThomp There may be no right number for autism therapy workers. But 5x in six years means the market is not just discovering need - it is discovering billable hours policy will pay for.
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Derek Thompson
Derek Thompson@DKThomp·
I have no idea what the "right" number of workers in autism therapy is. Feels like a rich developed country should probably have a lot of people working in health care. But it's wild for an industry to quintuple in 6 years. In other contexts, it might even be the sort of thing we call a bubble.
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Derek Thompson
Derek Thompson@DKThomp·
In 2019, there were about 150,000 people working in autism therapy. Six years later, there were 654,000—more than the number of people who work in mining and logging, or telecommunications, or at the US Postal Service.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@posva The sell is one /users/[id] loader for refresh and NuxtLink navigation. The bugs start when those become two fetch paths.
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Eduardo.𝚟𝚞𝚎
I've been asked a couple of times if Data Loaders work with Nuxt, and the answer is yes! They present a much more powerful data fetching that the built-in, I dare to say 🫡 github.com/posva/nuxt-exa…
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BrendanEich
BrendanEich@BrendanEich·
@YouPulseX Grok cites sources, it relies on the 2015 Nature paper.
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BrendanEich
BrendanEich@BrendanEich·
“…the boundaries between public health and biodefense have been permanently blurred since the attacks of September 11, 2001, and the war in Iraq, with the establishment of committees such as the Biological Sciences Experts Group (BSEG).” See replies on specific Baric evil acts.
Jim Haslam@jhas5

In the United States, the debate over the origins of Covid-19 is shaking up virology research. Ralph Baric, a coronavirus specialist, is being criticized for conducting research in 2014 that was subject to a moratorium, as well as for his collaboration with a Chinese laboratory in Wuhan. The Trump administration is targeting "gain-of-function" experiments, which could increase the virulence of viruses, and which it claims are responsible for the leak of SARS-CoV-2. The retirement of American virologist Ralph Baric, 72, was announced on May 12 by the University of North Carolina at Chapel Hill. At the same time, the US administration began cutting off all federal funding to him, a move confirmed the same day by the journal Science , following revelations about it by journalist Paul Thacker in late April. The eminent virologist, who conducted experiments considered risky and collaborated with the Wuhan Institute of Virology (WIV) before the Covid-19 pandemic, found himself at the intersection of Donald Trump's obsessions. On April 18, 2025, the White House website dedicated to the disease was redesigned: it now presents the leak of SARS-CoV-2 from a Chinese laboratory in Wuhan as the "true" origin of the health crisis, without providing any evidence. It dismisses the hypothesis of human-to-human transmission occurring in a market in the city through contact with animals… a hypothesis that is also unproven. On May 5, 2025, Donald Trump also signed an executive order mandating stricter oversight of gain -of-function (GoF) experiments designed to enhance the virulence of certain pathogens: these experiments "have the potential to significantly endanger the lives of American citizens ." Two days later, the National Institutes of Health (NIH) announced that this type of research was being "paused" until a new policy was established. Approximately forty projects were affected. As early as April 2025, the portion of Ralph Baric's salary linked to NIH grants had been restricted, and a few weeks later, he was placed on administrative leave by his university. The official confirmation of his ostracism sends a strong signal to researchers involved in this type of work. The virologist's fall from grace, whom Le Monde attempted to contact without success, is all the more striking given that, according to Science, his laboratory has benefited from more than $200 million (€172 million) in NIH funding over his forty-year career. In 2022, he received $65 million from the National Institute of Allergy and Infectious Diseases (NIAID) to develop a center for the discovery of antiviral drugs. Officially, his downfall stems from his involvement in GoF's research. Since the 2010s, following experiments that made the avian flu virus transmissible between ferrets excreting it in droplets, the virology community has been divided on the subject. Some justify this type of research by the hope of discovering mechanisms that would allow for the preventative development of treatments and vaccines. Others consider them too risky given the potential consequences of a laboratory accident. Not to mention the exploitation of this dual-use knowledge (of both civilian and military interest) by terrorist groups or certain states. In 2012, Anthony Fauci, the US lead for civilian and biodefense pathogen research, stated that "the benefits of these experiments and the resulting knowledge outweigh the risks. " Donald Trump's future "Mr. Covid," who would become his nemesis for opposing him on the pandemic's management, was a major provider of public funds to the GoF when he headed the NIAID. "Nonsense" Ralph Baric's collaboration with the Wuhan Institute of Virology since the 2010s has led some proponents of the lab leak theory to attribute responsibility for triggering the health crisis to him. This was the case with US Health Secretary Robert Kennedy Jr., who criticized Baric for this collaboration in a 2023 book. Widely cited by conspiracy theorists, virologist Robert Redfield, who headed the Centers for Disease Control and Prevention when the pandemic began, considers it possible that "the virus was born in Chapel Hill," meaning that it was created in the United States before escaping to China, again without providing any evidence. In the email informing Ralph Baric of the three-year funding cut, which he shared with Science, the US administration made no mention of SARS-CoV-2. The stated reason concerned research dating back to 2014. Several incidents in virology laboratories, and the debate surrounding gain-of-function experiments deemed irresponsible by some scientists, had led the Obama administration to institute a moratorium – lifted at the end of 2016 during the transition to the first Trump presidency. The US administration accuses Ralph Baric of misleadingly presenting certain work on bat viruses that escaped the moratorium, even though he had publicly labeled them GoF. In 2015, he himself acknowledged, along with Shi Zhengli of the WIV, in Nature Medicine, that "scientific committees might consider similar studies manufacturing chimeric viruses based on circulating strains as too risky to continue." Ralph Baric called the accusations threatening his funding "bullshit," he told Science, adding that he intended to appeal. Before him, in early 2025, following an investigation launched under Joe Biden, the US administration revoked federal grants for British national Peter Daszak, former president of the NGO EcoHealth Alliance, who had encouraged its collaboration with WIV. In 2018, Baric, Daszak, and Shi Zhengli requested $14.2 million in funding from the Defense Advanced Research Projects Agency (DARPA) for a project that aimed to create chimeras sharing a striking characteristic with SARS-CoV-2. They planned to insert a furin cleavage site into these composite viruses, which could facilitate entry into cells. SARS-CoV-2 is currently the only known sarbecovirus to possess this structure. This project, dubbed "Defuse," was not funded, but many are questioning the coincidence with the emergence shortly thereafter in Wuhan of the agent responsible for COVID-19. “I don’t know if the pandemic resulted from a lab leak or transmission from an animal in a Wuhan market. But it’s extraordinary that Baric, who is a great scientist, forgot to mention the Defuse project before it was revealed in 2021. This does him a lot of damage,” observes virologist Simon Wain-Hobson, professor emeritus at the Pasteur Institute. A longtime opponent of gain-of-function experiments, he asserts that “none of the information in his Nature Medicine study could have been useful in preventing a pandemic.” For him, the arguments justifying the use of GoF are “bullshit.” Settling the Covid years In 2021, Ralph Baric co-signed a letter published by Science calling for the investigation into the origin of the pandemic to more thoroughly explore a possible laboratory leak in China—even though he believes there is “no strong evidence” to support the hypothesis of a synthetically assembled virus. His call for Chinese transparency contrasts sharply with his own university’s repeated efforts to evade requests for information about its activities. In March 2025, Baric criticized the WiV in The New York Times for conducting risky experiments without taking adequate precautions. These spotlights on China did not protect him after Donald Trump's return to power. The American Society for Microbiology (ASM) reiterated that the proceedings against him must be "grounded in scientific rigor and free from political influence. "The pause on seven types of experiments considered GoF in April 2025 abruptly halted some work that frankly wasn't considered problematic in our field," observes microbiologist Victor DiRita, who sits on the ASM board. While he admits to being concerned about experiments aimed at extending the pathogenicity of certain microbes, he says he is uneasy when figures like Ralph Baric, "whose work on coronaviruses has advanced treatments," are targeted by such proceedings. The impact of this latest pause on the GoF “has been both positive and negative,” according to microbiologist David Relman (Stanford University). “It has raised awareness among many scientists about the risks involved in their work,” but due to a lack of clarity, it may have led “to self-censorship regarding certain experiments that probably should have continued.” For him, the work on these issues remains incomplete: “There are insufficient resources to conduct an effective review of this research, and we lack clear definitions of the red lines that must not be crossed.” This extended pause comes as the Trump administration seeks to settle accounts with the Covid years. In late April, a close associate of Anthony Fauci, David Morens, was indicted for attempting to discuss the origins of the pandemic outside official channels, in order to evade the Freedom of Information Act, which could later make his communications public. Anthony Fauci, for his part, is protected by a pardon dating back to 2014, granted by Joe Biden on the last day of his presidency in January 2025, aimed at disarming the Trumpian vendetta. Has Jeffery Taubenberger, who took over as interim director of the NIAID in April 2025, just fallen victim to this? Famous for reconstructing the genome of the Spanish flu, which is highly favorable to the GoF (Government of Freedom), he reportedly resigned two weeks ago, according to Stat News. Many proponents of the lab leak theory were calling for his removal. Other officials at this institute, which has a budget of $6.6 billion, have recently been forced out, according to Nature . This is just one facet of the chaos that has reigned in the American scientific and medical world since Donald Trump's return: half of the NIH (National Institutes of Health) are currently being led by interim directors. Lack of irrefutable material evidence In related news, on May 14, Republican Senator Rand Paul, who accuses Anthony Fauci of having funded risky WIV research through the EcoHealth Alliance, questioned a CIA whistleblower. James Erdman, an opponent of Covid-19 vaccination, asserted that his agency's analysis, which initially leaned toward the lab leak theory, was influenced by Anthony Fauci. The CIA hierarchy reportedly disavowed its own experts. However, since Donald Trump's return to power, the agency considers the lab leak theory the most likely, though with a "low" level of confidence in this hypothesis. According to James Erdman, the boundaries between public health and biodefense have been permanently blurred since the attacks of September 11, 2001, and the war in Iraq, with the establishment of committees such as the Biological Sciences Experts Group (BSEG). Scientists from academia were invited to these committees to assess the bioterrorist threat. He argued that this system allowed researchers to influence funding allocations without concern for conflicts of interest. Ralph Baric was one of the experts consulted by intelligence agencies. The CIA, both before and during the pandemic, heard from him, and his CV indicated ( though it no longer does ) that he had been part of the BSEG since 2009, according to Gilles Demaneuf, a key figure in Drastic, a citizens' group investigating the origins of Covid-19, which revealed the Defuse project. For David Relman, who sits on the scientific advisory board to the Department of Defense, after the anthrax attacks and the rise in fears about the bioterrorist threat, "it made perfect sense to create mechanisms for intelligence services and scientists to share knowledge in both directions." But at the same time, he argues, "the considerable increase in funding allocated to biodefense [ $27 billion requested in 2026 ] has indeed encouraged a lot of risky research. Some of it was probably useful and necessary, some of it was not." The debate surrounding the origin of Covid-19 unfolds against this backdrop, where ideological motivations obscure legitimate scientific, ethical, and public health questions. With the potential to incite a witch hunt, it continues to resurface, even as irrefutable evidence to substantiate it remains lacking. The World Health Organization, from which the United States has withdrawn, tirelessly calls for transparency on the subject, primarily from China, to explore the two possibilities: a laboratory leak and zoonotic transmission. by @hervenirom of @lemondefr lemonde.fr/sciences/artic…

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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@SemiAnalysis_ OCPI is a transaction tape, not a pricing curve. A $2.63 print says what cleared, not that H100 hourly pricing left a 146-day $2.70-$3.01 band.
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SemiAnalysis
SemiAnalysis@SemiAnalysis_·
The recent Ornn H100 index drop to $2.63 (-7.72%) is confusing. But mostly because it's a misleading index. Our H100 hourly has been in a $2.70–$3.01 band for 146 straight days. Ornn's last month alone: $1.80 → $3.22 → $2.63. Why? OCPI is built only from printed transactions. But H100 on-demand has been sold out across our coverage for months. No continuous spot tape exists. What's left is a thin residual of bilateral trades from a narrow contributor set. Small N gets pushed around easily.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@satya164 If /users/:id points at the same screen in two stacks, a saved link should not care which stack exposed it. Otherwise the URL is just tab wiring leaking out.
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Satyajit Sahoo
Satyajit Sahoo@satya164·
Working on automatic shared URLs with React Navigation's static config. If the same screen appears in multiple navigators with the same path pattern, it'll be marked as shared automatically. So the screen keeps one URL, even when it lives in different navigators.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@cyb3rops Meta made takeover possible the moment support could modify an account before verifying who was asking.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@AlecStapp A tariff on intermediary goods is not shielding the factory. It is taxing the bill of materials and pretending the invoice is collateral.
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Alec Stapp
Alec Stapp@AlecStapp·
Weird to claim that rising input prices are “collateral damage” from tariffs. That’s the extremely predictable and direct effect of the policy! The problem is that imposing tariffs on intermediary goods was a really dumb idea from the start.
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merve
merve@mervenoyann·
your AI agent thinks you're lame and I'll prove it upload your agent traces (CC/Codex/Pi/Claw) to @huggingface and let this app roast you here's what boss' agent thinks of him @julien_c share yours below
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@AikidoSecurity "Payload runs at autoload time" is the line. Checking composer.lock is not the fix if the bad laravel-lang version already executed.
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Aikido Security
Aikido Security@AikidoSecurity·
🚨 Ongoing supply chain attack on Composer packages! We just found multiple laravel-lang/* packages compromised on Packagist (lang, http-statuses, attributes). Payload runs at autoload time. At least 50 package versions were compromised. If you installed a compromised version, the malware already executed. Pin to a clean COMMIT (not version) and rotate secrets immediately. If your lockfile already had an older commit from before today, you are safe. But you should not update at the moment.
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@antirez The expensive case is using previous-layer routing as a preload hint, then paying RAM for resident projections/shared experts and still taking the latency hit on the expert miss.
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antirez
antirez@antirez·
But the decoding story I bet is more complicated than that since there are many tradeoffs. Can previous routing can be easily associated with next layers routing for preloading? Should projections / shared experts stay in RAM (I bet this is a big YES). And so forth.
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antirez
antirez@antirez·
Sorry for an error I sent a tweet that was part of a conversation as a stand-alone tweet, of course prefill/decoding need different kernels to go fast, here the question was SSD streaming, to run DS4F on machines with 32/64GB, and PRO on machines with 128GB/256GB.
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Aikido Security
Aikido Security@AikidoSecurity·
Aikido's malware feed is now built into Composer 2.10, Packagist.org's latest release. 🐘 Malware will be blocked at install time automatically, keeping PHP developers safe. Supply chain attacks on PHP packages are rising. Just weeks ago, attackers hijacked laravel-lang and intercom/intercom-php through stolen credentials to push malicious releases. The new update prevents users from installing malicious or compromised packages like these. Make sure to update your Composer to get built-in supply chain security!
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Paul Sant · Telecodex
Paul Sant · Telecodex@YouPulseX·
@zeeg If older Opus needs a reasoning-level override, that model switch is really config debt with a nicer label.
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David Cramer
David Cramer@zeeg·
running older opus then i need to do some explicit reasoning level configs because this is all sorts of wack
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Johnson Chu
Johnson Chu@johnsoncodehk·
We just solved an epic Vue highlighting bug. `as` type assertions in directive values — `:msg="msg as string"` — have highlighted wrong for years (#520, #2096, #6007...). Not anymore.
Johnson Chu tweet media
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